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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 | # Copyright (c) IPython Development Team. |
|
4 | # Copyright (c) IPython Development Team. | |
5 | # Distributed under the terms of the Modified BSD License. |
|
5 | # Distributed under the terms of the Modified BSD License. | |
6 |
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6 | |||
7 | from io import BytesIO |
|
7 | from io import BytesIO | |
8 | from binascii import b2a_base64 |
|
8 | from binascii import b2a_base64 | |
9 | from functools import partial |
|
9 | from functools import partial | |
10 | import warnings |
|
10 | import warnings | |
11 |
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11 | |||
12 | from IPython.core.display import _pngxy |
|
12 | from IPython.core.display import _pngxy | |
13 | from IPython.utils.decorators import flag_calls |
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13 | from IPython.utils.decorators import flag_calls | |
14 |
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14 | |||
15 |
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15 | |||
16 | # Matplotlib backend resolution functionality moved from IPython to Matplotlib |
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16 | # Matplotlib backend resolution functionality moved from IPython to Matplotlib | |
17 | # in IPython 8.24 and Matplotlib 3.9.1. Need to keep `backends` and `backend2gui` |
|
17 | # in IPython 8.24 and Matplotlib 3.9.1. Need to keep `backends` and `backend2gui` | |
18 | # here for earlier Matplotlib and for external backend libraries such as |
|
18 | # here for earlier Matplotlib and for external backend libraries such as | |
19 | # mplcairo that might rely upon it. |
|
19 | # mplcairo that might rely upon it. | |
20 | _deprecated_backends = { |
|
20 | _deprecated_backends = { | |
21 | "tk": "TkAgg", |
|
21 | "tk": "TkAgg", | |
22 | "gtk": "GTKAgg", |
|
22 | "gtk": "GTKAgg", | |
23 | "gtk3": "GTK3Agg", |
|
23 | "gtk3": "GTK3Agg", | |
24 | "gtk4": "GTK4Agg", |
|
24 | "gtk4": "GTK4Agg", | |
25 | "wx": "WXAgg", |
|
25 | "wx": "WXAgg", | |
26 | "qt4": "Qt4Agg", |
|
26 | "qt4": "Qt4Agg", | |
27 | "qt5": "Qt5Agg", |
|
27 | "qt5": "Qt5Agg", | |
28 | "qt6": "QtAgg", |
|
28 | "qt6": "QtAgg", | |
29 | "qt": "QtAgg", |
|
29 | "qt": "QtAgg", | |
30 | "osx": "MacOSX", |
|
30 | "osx": "MacOSX", | |
31 | "nbagg": "nbAgg", |
|
31 | "nbagg": "nbAgg", | |
32 | "webagg": "WebAgg", |
|
32 | "webagg": "WebAgg", | |
33 | "notebook": "nbAgg", |
|
33 | "notebook": "nbAgg", | |
34 | "agg": "agg", |
|
34 | "agg": "agg", | |
35 | "svg": "svg", |
|
35 | "svg": "svg", | |
36 | "pdf": "pdf", |
|
36 | "pdf": "pdf", | |
37 | "ps": "ps", |
|
37 | "ps": "ps", | |
38 | "inline": "module://matplotlib_inline.backend_inline", |
|
38 | "inline": "module://matplotlib_inline.backend_inline", | |
39 | "ipympl": "module://ipympl.backend_nbagg", |
|
39 | "ipympl": "module://ipympl.backend_nbagg", | |
40 | "widget": "module://ipympl.backend_nbagg", |
|
40 | "widget": "module://ipympl.backend_nbagg", | |
41 | } |
|
41 | } | |
42 |
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42 | |||
43 | # We also need a reverse backends2guis mapping that will properly choose which |
|
43 | # We also need a reverse backends2guis mapping that will properly choose which | |
44 | # GUI support to activate based on the desired matplotlib backend. For the |
|
44 | # GUI support to activate based on the desired matplotlib backend. For the | |
45 | # most part it's just a reverse of the above dict, but we also need to add a |
|
45 | # most part it's just a reverse of the above dict, but we also need to add a | |
46 | # few others that map to the same GUI manually: |
|
46 | # few others that map to the same GUI manually: | |
47 | _deprecated_backend2gui = dict( |
|
47 | _deprecated_backend2gui = dict( | |
48 | zip(_deprecated_backends.values(), _deprecated_backends.keys()) |
|
48 | zip(_deprecated_backends.values(), _deprecated_backends.keys()) | |
49 | ) |
|
49 | ) | |
50 | # In the reverse mapping, there are a few extra valid matplotlib backends that |
|
50 | # In the reverse mapping, there are a few extra valid matplotlib backends that | |
51 | # map to the same GUI support |
|
51 | # map to the same GUI support | |
52 | _deprecated_backend2gui["GTK"] = _deprecated_backend2gui["GTKCairo"] = "gtk" |
|
52 | _deprecated_backend2gui["GTK"] = _deprecated_backend2gui["GTKCairo"] = "gtk" | |
53 | _deprecated_backend2gui["GTK3Cairo"] = "gtk3" |
|
53 | _deprecated_backend2gui["GTK3Cairo"] = "gtk3" | |
54 | _deprecated_backend2gui["GTK4Cairo"] = "gtk4" |
|
54 | _deprecated_backend2gui["GTK4Cairo"] = "gtk4" | |
55 | _deprecated_backend2gui["WX"] = "wx" |
|
55 | _deprecated_backend2gui["WX"] = "wx" | |
56 | _deprecated_backend2gui["CocoaAgg"] = "osx" |
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56 | _deprecated_backend2gui["CocoaAgg"] = "osx" | |
57 | # There needs to be a hysteresis here as the new QtAgg Matplotlib backend |
|
57 | # There needs to be a hysteresis here as the new QtAgg Matplotlib backend | |
58 | # supports either Qt5 or Qt6 and the IPython qt event loop support Qt4, Qt5, |
|
58 | # supports either Qt5 or Qt6 and the IPython qt event loop support Qt4, Qt5, | |
59 | # and Qt6. |
|
59 | # and Qt6. | |
60 | _deprecated_backend2gui["QtAgg"] = "qt" |
|
60 | _deprecated_backend2gui["QtAgg"] = "qt" | |
61 | _deprecated_backend2gui["Qt4Agg"] = "qt4" |
|
61 | _deprecated_backend2gui["Qt4Agg"] = "qt4" | |
62 | _deprecated_backend2gui["Qt5Agg"] = "qt5" |
|
62 | _deprecated_backend2gui["Qt5Agg"] = "qt5" | |
63 |
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63 | |||
64 | # And some backends that don't need GUI integration |
|
64 | # And some backends that don't need GUI integration | |
65 | del _deprecated_backend2gui["nbAgg"] |
|
65 | del _deprecated_backend2gui["nbAgg"] | |
66 | del _deprecated_backend2gui["agg"] |
|
66 | del _deprecated_backend2gui["agg"] | |
67 | del _deprecated_backend2gui["svg"] |
|
67 | del _deprecated_backend2gui["svg"] | |
68 | del _deprecated_backend2gui["pdf"] |
|
68 | del _deprecated_backend2gui["pdf"] | |
69 | del _deprecated_backend2gui["ps"] |
|
69 | del _deprecated_backend2gui["ps"] | |
70 | del _deprecated_backend2gui["module://matplotlib_inline.backend_inline"] |
|
70 | del _deprecated_backend2gui["module://matplotlib_inline.backend_inline"] | |
71 | del _deprecated_backend2gui["module://ipympl.backend_nbagg"] |
|
71 | del _deprecated_backend2gui["module://ipympl.backend_nbagg"] | |
72 |
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72 | |||
73 |
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73 | |||
74 | # Deprecated attributes backends and backend2gui mostly following PEP 562. |
|
74 | # Deprecated attributes backends and backend2gui mostly following PEP 562. | |
75 | def __getattr__(name): |
|
75 | def __getattr__(name): | |
76 | if name in ("backends", "backend2gui"): |
|
76 | if name in ("backends", "backend2gui"): | |
77 | warnings.warn( |
|
77 | warnings.warn( | |
78 | f"{name} is deprecated since IPython 8.24, backends are managed " |
|
78 | f"{name} is deprecated since IPython 8.24, backends are managed " | |
79 | "in matplotlib and can be externally registered.", |
|
79 | "in matplotlib and can be externally registered.", | |
80 | DeprecationWarning, |
|
80 | DeprecationWarning, | |
81 | ) |
|
81 | ) | |
82 | return globals()[f"_deprecated_{name}"] |
|
82 | return globals()[f"_deprecated_{name}"] | |
83 | raise AttributeError(f"module {__name__!r} has no attribute {name!r}") |
|
83 | raise AttributeError(f"module {__name__!r} has no attribute {name!r}") | |
84 |
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84 | |||
85 |
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85 | |||
86 | #----------------------------------------------------------------------------- |
|
86 | #----------------------------------------------------------------------------- | |
87 | # Matplotlib utilities |
|
87 | # Matplotlib utilities | |
88 | #----------------------------------------------------------------------------- |
|
88 | #----------------------------------------------------------------------------- | |
89 |
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89 | |||
90 |
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90 | |||
91 | def getfigs(*fig_nums): |
|
91 | def getfigs(*fig_nums): | |
92 | """Get a list of matplotlib figures by figure numbers. |
|
92 | """Get a list of matplotlib figures by figure numbers. | |
93 |
|
93 | |||
94 | If no arguments are given, all available figures are returned. If the |
|
94 | If no arguments are given, all available figures are returned. If the | |
95 | argument list contains references to invalid figures, a warning is printed |
|
95 | argument list contains references to invalid figures, a warning is printed | |
96 | but the function continues pasting further figures. |
|
96 | but the function continues pasting further figures. | |
97 |
|
97 | |||
98 | Parameters |
|
98 | Parameters | |
99 | ---------- |
|
99 | ---------- | |
100 | figs : tuple |
|
100 | figs : tuple | |
101 | A tuple of ints giving the figure numbers of the figures to return. |
|
101 | A tuple of ints giving the figure numbers of the figures to return. | |
102 | """ |
|
102 | """ | |
103 | from matplotlib._pylab_helpers import Gcf |
|
103 | from matplotlib._pylab_helpers import Gcf | |
104 | if not fig_nums: |
|
104 | if not fig_nums: | |
105 | fig_managers = Gcf.get_all_fig_managers() |
|
105 | fig_managers = Gcf.get_all_fig_managers() | |
106 | return [fm.canvas.figure for fm in fig_managers] |
|
106 | return [fm.canvas.figure for fm in fig_managers] | |
107 | else: |
|
107 | else: | |
108 | figs = [] |
|
108 | figs = [] | |
109 | for num in fig_nums: |
|
109 | for num in fig_nums: | |
110 | f = Gcf.figs.get(num) |
|
110 | f = Gcf.figs.get(num) | |
111 | if f is None: |
|
111 | if f is None: | |
112 | print('Warning: figure %s not available.' % num) |
|
112 | print('Warning: figure %s not available.' % num) | |
113 | else: |
|
113 | else: | |
114 | figs.append(f.canvas.figure) |
|
114 | figs.append(f.canvas.figure) | |
115 | return figs |
|
115 | return figs | |
116 |
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116 | |||
117 |
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117 | |||
118 | def figsize(sizex, sizey): |
|
118 | def figsize(sizex, sizey): | |
119 | """Set the default figure size to be [sizex, sizey]. |
|
119 | """Set the default figure size to be [sizex, sizey]. | |
120 |
|
120 | |||
121 | This is just an easy to remember, convenience wrapper that sets:: |
|
121 | This is just an easy to remember, convenience wrapper that sets:: | |
122 |
|
122 | |||
123 | matplotlib.rcParams['figure.figsize'] = [sizex, sizey] |
|
123 | matplotlib.rcParams['figure.figsize'] = [sizex, sizey] | |
124 | """ |
|
124 | """ | |
125 | import matplotlib |
|
125 | import matplotlib | |
126 | matplotlib.rcParams['figure.figsize'] = [sizex, sizey] |
|
126 | matplotlib.rcParams['figure.figsize'] = [sizex, sizey] | |
127 |
|
127 | |||
128 |
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128 | |||
129 | def print_figure(fig, fmt="png", bbox_inches="tight", base64=False, **kwargs): |
|
129 | def print_figure(fig, fmt="png", bbox_inches="tight", base64=False, **kwargs): | |
130 | """Print a figure to an image, and return the resulting file data |
|
130 | """Print a figure to an image, and return the resulting file data | |
131 |
|
131 | |||
132 | Returned data will be bytes unless ``fmt='svg'``, |
|
132 | Returned data will be bytes unless ``fmt='svg'``, | |
133 | in which case it will be unicode. |
|
133 | in which case it will be unicode. | |
134 |
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134 | |||
135 | Any keyword args are passed to fig.canvas.print_figure, |
|
135 | Any keyword args are passed to fig.canvas.print_figure, | |
136 | such as ``quality`` or ``bbox_inches``. |
|
136 | such as ``quality`` or ``bbox_inches``. | |
137 |
|
137 | |||
138 | If `base64` is True, return base64-encoded str instead of raw bytes |
|
138 | If `base64` is True, return base64-encoded str instead of raw bytes | |
139 | for binary-encoded image formats |
|
139 | for binary-encoded image formats | |
140 |
|
140 | |||
141 | .. versionadded:: 7.29 |
|
141 | .. versionadded:: 7.29 | |
142 | base64 argument |
|
142 | base64 argument | |
143 | """ |
|
143 | """ | |
144 | # When there's an empty figure, we shouldn't return anything, otherwise we |
|
144 | # When there's an empty figure, we shouldn't return anything, otherwise we | |
145 | # get big blank areas in the qt console. |
|
145 | # get big blank areas in the qt console. | |
146 | if not fig.axes and not fig.lines: |
|
146 | if not fig.axes and not fig.lines: | |
147 | return |
|
147 | return | |
148 |
|
148 | |||
149 | dpi = fig.dpi |
|
149 | dpi = fig.dpi | |
150 | if fmt == 'retina': |
|
150 | if fmt == 'retina': | |
151 | dpi = dpi * 2 |
|
151 | dpi = dpi * 2 | |
152 | fmt = 'png' |
|
152 | fmt = 'png' | |
153 |
|
153 | |||
154 | # build keyword args |
|
154 | # build keyword args | |
155 | kw = { |
|
155 | kw = { | |
156 | "format":fmt, |
|
156 | "format":fmt, | |
157 | "facecolor":fig.get_facecolor(), |
|
157 | "facecolor":fig.get_facecolor(), | |
158 | "edgecolor":fig.get_edgecolor(), |
|
158 | "edgecolor":fig.get_edgecolor(), | |
159 | "dpi":dpi, |
|
159 | "dpi":dpi, | |
160 | "bbox_inches":bbox_inches, |
|
160 | "bbox_inches":bbox_inches, | |
161 | } |
|
161 | } | |
162 | # **kwargs get higher priority |
|
162 | # **kwargs get higher priority | |
163 | kw.update(kwargs) |
|
163 | kw.update(kwargs) | |
164 |
|
164 | |||
165 | bytes_io = BytesIO() |
|
165 | bytes_io = BytesIO() | |
166 | if fig.canvas is None: |
|
166 | if fig.canvas is None: | |
167 | from matplotlib.backend_bases import FigureCanvasBase |
|
167 | from matplotlib.backend_bases import FigureCanvasBase | |
168 | FigureCanvasBase(fig) |
|
168 | FigureCanvasBase(fig) | |
169 |
|
169 | |||
170 | fig.canvas.print_figure(bytes_io, **kw) |
|
170 | fig.canvas.print_figure(bytes_io, **kw) | |
171 | data = bytes_io.getvalue() |
|
171 | data = bytes_io.getvalue() | |
172 | if fmt == 'svg': |
|
172 | if fmt == 'svg': | |
173 | data = data.decode('utf-8') |
|
173 | data = data.decode('utf-8') | |
174 | elif base64: |
|
174 | elif base64: | |
175 | data = b2a_base64(data, newline=False).decode("ascii") |
|
175 | data = b2a_base64(data, newline=False).decode("ascii") | |
176 | return data |
|
176 | return data | |
177 |
|
177 | |||
178 | def retina_figure(fig, base64=False, **kwargs): |
|
178 | def retina_figure(fig, base64=False, **kwargs): | |
179 | """format a figure as a pixel-doubled (retina) PNG |
|
179 | """format a figure as a pixel-doubled (retina) PNG | |
180 |
|
180 | |||
181 | If `base64` is True, return base64-encoded str instead of raw bytes |
|
181 | If `base64` is True, return base64-encoded str instead of raw bytes | |
182 | for binary-encoded image formats |
|
182 | for binary-encoded image formats | |
183 |
|
183 | |||
184 | .. versionadded:: 7.29 |
|
184 | .. versionadded:: 7.29 | |
185 | base64 argument |
|
185 | base64 argument | |
186 | """ |
|
186 | """ | |
187 | pngdata = print_figure(fig, fmt="retina", base64=False, **kwargs) |
|
187 | pngdata = print_figure(fig, fmt="retina", base64=False, **kwargs) | |
188 | # Make sure that retina_figure acts just like print_figure and returns |
|
188 | # Make sure that retina_figure acts just like print_figure and returns | |
189 | # None when the figure is empty. |
|
189 | # None when the figure is empty. | |
190 | if pngdata is None: |
|
190 | if pngdata is None: | |
191 | return |
|
191 | return | |
192 | w, h = _pngxy(pngdata) |
|
192 | w, h = _pngxy(pngdata) | |
193 | metadata = {"width": w//2, "height":h//2} |
|
193 | metadata = {"width": w//2, "height":h//2} | |
194 | if base64: |
|
194 | if base64: | |
195 | pngdata = b2a_base64(pngdata, newline=False).decode("ascii") |
|
195 | pngdata = b2a_base64(pngdata, newline=False).decode("ascii") | |
196 | return pngdata, metadata |
|
196 | return pngdata, metadata | |
197 |
|
197 | |||
198 |
|
198 | |||
199 | # We need a little factory function here to create the closure where |
|
199 | # We need a little factory function here to create the closure where | |
200 | # safe_execfile can live. |
|
200 | # safe_execfile can live. | |
201 | def mpl_runner(safe_execfile): |
|
201 | def mpl_runner(safe_execfile): | |
202 | """Factory to return a matplotlib-enabled runner for %run. |
|
202 | """Factory to return a matplotlib-enabled runner for %run. | |
203 |
|
203 | |||
204 | Parameters |
|
204 | Parameters | |
205 | ---------- |
|
205 | ---------- | |
206 | safe_execfile : function |
|
206 | safe_execfile : function | |
207 | This must be a function with the same interface as the |
|
207 | This must be a function with the same interface as the | |
208 | :meth:`safe_execfile` method of IPython. |
|
208 | :meth:`safe_execfile` method of IPython. | |
209 |
|
209 | |||
210 | Returns |
|
210 | Returns | |
211 | ------- |
|
211 | ------- | |
212 | A function suitable for use as the ``runner`` argument of the %run magic |
|
212 | A function suitable for use as the ``runner`` argument of the %run magic | |
213 | function. |
|
213 | function. | |
214 | """ |
|
214 | """ | |
215 |
|
215 | |||
216 | def mpl_execfile(fname,*where,**kw): |
|
216 | def mpl_execfile(fname,*where,**kw): | |
217 | """matplotlib-aware wrapper around safe_execfile. |
|
217 | """matplotlib-aware wrapper around safe_execfile. | |
218 |
|
218 | |||
219 | Its interface is identical to that of the :func:`execfile` builtin. |
|
219 | Its interface is identical to that of the :func:`execfile` builtin. | |
220 |
|
220 | |||
221 | This is ultimately a call to execfile(), but wrapped in safeties to |
|
221 | This is ultimately a call to execfile(), but wrapped in safeties to | |
222 | properly handle interactive rendering.""" |
|
222 | properly handle interactive rendering.""" | |
223 |
|
223 | |||
224 | import matplotlib |
|
224 | import matplotlib | |
225 | import matplotlib.pyplot as plt |
|
225 | import matplotlib.pyplot as plt | |
226 |
|
226 | |||
227 | #print '*** Matplotlib runner ***' # dbg |
|
227 | #print '*** Matplotlib runner ***' # dbg | |
228 | # turn off rendering until end of script |
|
228 | # turn off rendering until end of script | |
229 | with matplotlib.rc_context({"interactive": False}): |
|
229 | with matplotlib.rc_context({"interactive": False}): | |
230 | safe_execfile(fname, *where, **kw) |
|
230 | safe_execfile(fname, *where, **kw) | |
231 |
|
231 | |||
232 | if matplotlib.is_interactive(): |
|
232 | if matplotlib.is_interactive(): | |
233 | plt.show() |
|
233 | plt.show() | |
234 |
|
234 | |||
235 | # make rendering call now, if the user tried to do it |
|
235 | # make rendering call now, if the user tried to do it | |
236 | if plt.draw_if_interactive.called: |
|
236 | if plt.draw_if_interactive.called: | |
237 | plt.draw() |
|
237 | plt.draw() | |
238 | plt.draw_if_interactive.called = False |
|
238 | plt.draw_if_interactive.called = False | |
239 |
|
239 | |||
240 | # re-draw everything that is stale |
|
240 | # re-draw everything that is stale | |
241 | try: |
|
241 | try: | |
242 | da = plt.draw_all |
|
242 | da = plt.draw_all | |
243 | except AttributeError: |
|
243 | except AttributeError: | |
244 | pass |
|
244 | pass | |
245 | else: |
|
245 | else: | |
246 | da() |
|
246 | da() | |
247 |
|
247 | |||
248 | return mpl_execfile |
|
248 | return mpl_execfile | |
249 |
|
249 | |||
250 |
|
250 | |||
251 | def _reshow_nbagg_figure(fig): |
|
251 | def _reshow_nbagg_figure(fig): | |
252 | """reshow an nbagg figure""" |
|
252 | """reshow an nbagg figure""" | |
253 | try: |
|
253 | try: | |
254 | reshow = fig.canvas.manager.reshow |
|
254 | reshow = fig.canvas.manager.reshow | |
255 | except AttributeError as e: |
|
255 | except AttributeError as e: | |
256 | raise NotImplementedError() from e |
|
256 | raise NotImplementedError() from e | |
257 | else: |
|
257 | else: | |
258 | reshow() |
|
258 | reshow() | |
259 |
|
259 | |||
260 |
|
260 | |||
261 | def select_figure_formats(shell, formats, **kwargs): |
|
261 | def select_figure_formats(shell, formats, **kwargs): | |
262 | """Select figure formats for the inline backend. |
|
262 | """Select figure formats for the inline backend. | |
263 |
|
263 | |||
264 | Parameters |
|
264 | Parameters | |
265 | ---------- |
|
265 | ---------- | |
266 | shell : InteractiveShell |
|
266 | shell : InteractiveShell | |
267 | The main IPython instance. |
|
267 | The main IPython instance. | |
268 | formats : str or set |
|
268 | formats : str or set | |
269 | One or a set of figure formats to enable: 'png', 'retina', 'jpeg', 'svg', 'pdf'. |
|
269 | One or a set of figure formats to enable: 'png', 'retina', 'jpeg', 'svg', 'pdf'. | |
270 | **kwargs : any |
|
270 | **kwargs : any | |
271 | Extra keyword arguments to be passed to fig.canvas.print_figure. |
|
271 | Extra keyword arguments to be passed to fig.canvas.print_figure. | |
272 | """ |
|
272 | """ | |
273 | import matplotlib |
|
273 | import matplotlib | |
274 | from matplotlib.figure import Figure |
|
274 | from matplotlib.figure import Figure | |
275 |
|
275 | |||
276 | svg_formatter = shell.display_formatter.formatters['image/svg+xml'] |
|
276 | svg_formatter = shell.display_formatter.formatters['image/svg+xml'] | |
277 | png_formatter = shell.display_formatter.formatters['image/png'] |
|
277 | png_formatter = shell.display_formatter.formatters['image/png'] | |
278 | jpg_formatter = shell.display_formatter.formatters['image/jpeg'] |
|
278 | jpg_formatter = shell.display_formatter.formatters['image/jpeg'] | |
279 | pdf_formatter = shell.display_formatter.formatters['application/pdf'] |
|
279 | pdf_formatter = shell.display_formatter.formatters['application/pdf'] | |
280 |
|
280 | |||
281 | if isinstance(formats, str): |
|
281 | if isinstance(formats, str): | |
282 | formats = {formats} |
|
282 | formats = {formats} | |
283 | # cast in case of list / tuple |
|
283 | # cast in case of list / tuple | |
284 | formats = set(formats) |
|
284 | formats = set(formats) | |
285 |
|
285 | |||
286 | [ f.pop(Figure, None) for f in shell.display_formatter.formatters.values() ] |
|
286 | [ f.pop(Figure, None) for f in shell.display_formatter.formatters.values() ] | |
287 | mplbackend = matplotlib.get_backend().lower() |
|
287 | mplbackend = matplotlib.get_backend().lower() | |
288 | if mplbackend in ("nbagg", "ipympl", "widget", "module://ipympl.backend_nbagg"): |
|
288 | if mplbackend in ("nbagg", "ipympl", "widget", "module://ipympl.backend_nbagg"): | |
289 | formatter = shell.display_formatter.ipython_display_formatter |
|
289 | formatter = shell.display_formatter.ipython_display_formatter | |
290 | formatter.for_type(Figure, _reshow_nbagg_figure) |
|
290 | formatter.for_type(Figure, _reshow_nbagg_figure) | |
291 |
|
291 | |||
292 | supported = {'png', 'png2x', 'retina', 'jpg', 'jpeg', 'svg', 'pdf'} |
|
292 | supported = {'png', 'png2x', 'retina', 'jpg', 'jpeg', 'svg', 'pdf'} | |
293 | bad = formats.difference(supported) |
|
293 | bad = formats.difference(supported) | |
294 | if bad: |
|
294 | if bad: | |
295 | bs = "%s" % ','.join([repr(f) for f in bad]) |
|
295 | bs = "%s" % ','.join([repr(f) for f in bad]) | |
296 | gs = "%s" % ','.join([repr(f) for f in supported]) |
|
296 | gs = "%s" % ','.join([repr(f) for f in supported]) | |
297 | raise ValueError("supported formats are: %s not %s" % (gs, bs)) |
|
297 | raise ValueError("supported formats are: %s not %s" % (gs, bs)) | |
298 |
|
298 | |||
299 | if "png" in formats: |
|
299 | if "png" in formats: | |
300 | png_formatter.for_type( |
|
300 | png_formatter.for_type( | |
301 | Figure, partial(print_figure, fmt="png", base64=True, **kwargs) |
|
301 | Figure, partial(print_figure, fmt="png", base64=True, **kwargs) | |
302 | ) |
|
302 | ) | |
303 | if "retina" in formats or "png2x" in formats: |
|
303 | if "retina" in formats or "png2x" in formats: | |
304 | png_formatter.for_type(Figure, partial(retina_figure, base64=True, **kwargs)) |
|
304 | png_formatter.for_type(Figure, partial(retina_figure, base64=True, **kwargs)) | |
305 | if "jpg" in formats or "jpeg" in formats: |
|
305 | if "jpg" in formats or "jpeg" in formats: | |
306 | jpg_formatter.for_type( |
|
306 | jpg_formatter.for_type( | |
307 | Figure, partial(print_figure, fmt="jpg", base64=True, **kwargs) |
|
307 | Figure, partial(print_figure, fmt="jpg", base64=True, **kwargs) | |
308 | ) |
|
308 | ) | |
309 | if "svg" in formats: |
|
309 | if "svg" in formats: | |
310 | svg_formatter.for_type(Figure, partial(print_figure, fmt="svg", **kwargs)) |
|
310 | svg_formatter.for_type(Figure, partial(print_figure, fmt="svg", **kwargs)) | |
311 | if "pdf" in formats: |
|
311 | if "pdf" in formats: | |
312 | pdf_formatter.for_type( |
|
312 | pdf_formatter.for_type( | |
313 | Figure, partial(print_figure, fmt="pdf", base64=True, **kwargs) |
|
313 | Figure, partial(print_figure, fmt="pdf", base64=True, **kwargs) | |
314 | ) |
|
314 | ) | |
315 |
|
315 | |||
316 | #----------------------------------------------------------------------------- |
|
316 | #----------------------------------------------------------------------------- | |
317 | # Code for initializing matplotlib and importing pylab |
|
317 | # Code for initializing matplotlib and importing pylab | |
318 | #----------------------------------------------------------------------------- |
|
318 | #----------------------------------------------------------------------------- | |
319 |
|
319 | |||
320 |
|
320 | |||
321 | def find_gui_and_backend(gui=None, gui_select=None): |
|
321 | def find_gui_and_backend(gui=None, gui_select=None): | |
322 | """Given a gui string return the gui and mpl backend. |
|
322 | """Given a gui string return the gui and mpl backend. | |
323 |
|
323 | |||
324 | Parameters |
|
324 | Parameters | |
325 | ---------- |
|
325 | ---------- | |
326 | gui : str |
|
326 | gui : str | |
327 | Can be one of ('tk','gtk','wx','qt','qt4','inline','agg'). |
|
327 | Can be one of ('tk','gtk','wx','qt','qt4','inline','agg'). | |
328 | gui_select : str |
|
328 | gui_select : str | |
329 | Can be one of ('tk','gtk','wx','qt','qt4','inline'). |
|
329 | Can be one of ('tk','gtk','wx','qt','qt4','inline'). | |
330 | This is any gui already selected by the shell. |
|
330 | This is any gui already selected by the shell. | |
331 |
|
331 | |||
332 | Returns |
|
332 | Returns | |
333 | ------- |
|
333 | ------- | |
334 | A tuple of (gui, backend) where backend is one of ('TkAgg','GTKAgg', |
|
334 | A tuple of (gui, backend) where backend is one of ('TkAgg','GTKAgg', | |
335 | 'WXAgg','Qt4Agg','module://matplotlib_inline.backend_inline','agg'). |
|
335 | 'WXAgg','Qt4Agg','module://matplotlib_inline.backend_inline','agg'). | |
336 | """ |
|
336 | """ | |
337 |
|
337 | |||
338 | import matplotlib |
|
338 | import matplotlib | |
339 |
|
339 | |||
340 | if _matplotlib_manages_backends(): |
|
340 | if _matplotlib_manages_backends(): | |
341 | backend_registry = matplotlib.backends.registry.backend_registry |
|
341 | backend_registry = matplotlib.backends.registry.backend_registry | |
342 |
|
342 | |||
343 | # gui argument may be a gui event loop or may be a backend name. |
|
343 | # gui argument may be a gui event loop or may be a backend name. | |
344 | if gui in ("auto", None): |
|
344 | if gui in ("auto", None): | |
345 | backend = matplotlib.rcParamsOrig["backend"] |
|
345 | backend = matplotlib.rcParamsOrig["backend"] | |
346 | backend, gui = backend_registry.resolve_backend(backend) |
|
346 | backend, gui = backend_registry.resolve_backend(backend) | |
347 | else: |
|
347 | else: | |
|
348 | gui = _convert_gui_to_matplotlib(gui) | |||
348 | backend, gui = backend_registry.resolve_gui_or_backend(gui) |
|
349 | backend, gui = backend_registry.resolve_gui_or_backend(gui) | |
349 |
|
350 | |||
|
351 | gui = _convert_gui_from_matplotlib(gui) | |||
350 | return gui, backend |
|
352 | return gui, backend | |
351 |
|
353 | |||
352 | # Fallback to previous behaviour (Matplotlib < 3.9) |
|
354 | # Fallback to previous behaviour (Matplotlib < 3.9) | |
353 | mpl_version_info = getattr(matplotlib, "__version_info__", (0, 0)) |
|
355 | mpl_version_info = getattr(matplotlib, "__version_info__", (0, 0)) | |
354 | has_unified_qt_backend = mpl_version_info >= (3, 5) |
|
356 | has_unified_qt_backend = mpl_version_info >= (3, 5) | |
355 |
|
357 | |||
356 | from IPython.core.pylabtools import backends |
|
358 | from IPython.core.pylabtools import backends | |
357 |
|
359 | |||
358 | backends_ = dict(backends) |
|
360 | backends_ = dict(backends) | |
359 | if not has_unified_qt_backend: |
|
361 | if not has_unified_qt_backend: | |
360 | backends_["qt"] = "qt5agg" |
|
362 | backends_["qt"] = "qt5agg" | |
361 |
|
363 | |||
362 | if gui and gui != 'auto': |
|
364 | if gui and gui != 'auto': | |
363 | # select backend based on requested gui |
|
365 | # select backend based on requested gui | |
364 | backend = backends_[gui] |
|
366 | backend = backends_[gui] | |
365 | if gui == 'agg': |
|
367 | if gui == 'agg': | |
366 | gui = None |
|
368 | gui = None | |
367 | else: |
|
369 | else: | |
368 | # We need to read the backend from the original data structure, *not* |
|
370 | # We need to read the backend from the original data structure, *not* | |
369 | # from mpl.rcParams, since a prior invocation of %matplotlib may have |
|
371 | # from mpl.rcParams, since a prior invocation of %matplotlib may have | |
370 | # overwritten that. |
|
372 | # overwritten that. | |
371 | # WARNING: this assumes matplotlib 1.1 or newer!! |
|
373 | # WARNING: this assumes matplotlib 1.1 or newer!! | |
372 | backend = matplotlib.rcParamsOrig['backend'] |
|
374 | backend = matplotlib.rcParamsOrig['backend'] | |
373 | # In this case, we need to find what the appropriate gui selection call |
|
375 | # In this case, we need to find what the appropriate gui selection call | |
374 | # should be for IPython, so we can activate inputhook accordingly |
|
376 | # should be for IPython, so we can activate inputhook accordingly | |
375 | from IPython.core.pylabtools import backend2gui |
|
377 | from IPython.core.pylabtools import backend2gui | |
376 | gui = backend2gui.get(backend, None) |
|
378 | gui = backend2gui.get(backend, None) | |
377 |
|
379 | |||
378 | # If we have already had a gui active, we need it and inline are the |
|
380 | # If we have already had a gui active, we need it and inline are the | |
379 | # ones allowed. |
|
381 | # ones allowed. | |
380 | if gui_select and gui != gui_select: |
|
382 | if gui_select and gui != gui_select: | |
381 | gui = gui_select |
|
383 | gui = gui_select | |
382 | backend = backends_[gui] |
|
384 | backend = backends_[gui] | |
383 |
|
385 | |||
384 | # Matplotlib before _matplotlib_manages_backends() can return "inline" for |
|
386 | # Matplotlib before _matplotlib_manages_backends() can return "inline" for | |
385 | # no gui event loop rather than the None that IPython >= 8.24.0 expects. |
|
387 | # no gui event loop rather than the None that IPython >= 8.24.0 expects. | |
386 | if gui == "inline": |
|
388 | if gui == "inline": | |
387 | gui = None |
|
389 | gui = None | |
388 |
|
390 | |||
389 | return gui, backend |
|
391 | return gui, backend | |
390 |
|
392 | |||
391 |
|
393 | |||
392 | def activate_matplotlib(backend): |
|
394 | def activate_matplotlib(backend): | |
393 | """Activate the given backend and set interactive to True.""" |
|
395 | """Activate the given backend and set interactive to True.""" | |
394 |
|
396 | |||
395 | import matplotlib |
|
397 | import matplotlib | |
396 | matplotlib.interactive(True) |
|
398 | matplotlib.interactive(True) | |
397 |
|
399 | |||
398 | # Matplotlib had a bug where even switch_backend could not force |
|
400 | # Matplotlib had a bug where even switch_backend could not force | |
399 | # the rcParam to update. This needs to be set *before* the module |
|
401 | # the rcParam to update. This needs to be set *before* the module | |
400 | # magic of switch_backend(). |
|
402 | # magic of switch_backend(). | |
401 | matplotlib.rcParams['backend'] = backend |
|
403 | matplotlib.rcParams['backend'] = backend | |
402 |
|
404 | |||
403 | # Due to circular imports, pyplot may be only partially initialised |
|
405 | # Due to circular imports, pyplot may be only partially initialised | |
404 | # when this function runs. |
|
406 | # when this function runs. | |
405 | # So avoid needing matplotlib attribute-lookup to access pyplot. |
|
407 | # So avoid needing matplotlib attribute-lookup to access pyplot. | |
406 | from matplotlib import pyplot as plt |
|
408 | from matplotlib import pyplot as plt | |
407 |
|
409 | |||
408 | plt.switch_backend(backend) |
|
410 | plt.switch_backend(backend) | |
409 |
|
411 | |||
410 | plt.show._needmain = False |
|
412 | plt.show._needmain = False | |
411 | # We need to detect at runtime whether show() is called by the user. |
|
413 | # We need to detect at runtime whether show() is called by the user. | |
412 | # For this, we wrap it into a decorator which adds a 'called' flag. |
|
414 | # For this, we wrap it into a decorator which adds a 'called' flag. | |
413 | plt.draw_if_interactive = flag_calls(plt.draw_if_interactive) |
|
415 | plt.draw_if_interactive = flag_calls(plt.draw_if_interactive) | |
414 |
|
416 | |||
415 |
|
417 | |||
416 | def import_pylab(user_ns, import_all=True): |
|
418 | def import_pylab(user_ns, import_all=True): | |
417 | """Populate the namespace with pylab-related values. |
|
419 | """Populate the namespace with pylab-related values. | |
418 |
|
420 | |||
419 | Imports matplotlib, pylab, numpy, and everything from pylab and numpy. |
|
421 | Imports matplotlib, pylab, numpy, and everything from pylab and numpy. | |
420 |
|
422 | |||
421 | Also imports a few names from IPython (figsize, display, getfigs) |
|
423 | Also imports a few names from IPython (figsize, display, getfigs) | |
422 |
|
424 | |||
423 | """ |
|
425 | """ | |
424 |
|
426 | |||
425 | # Import numpy as np/pyplot as plt are conventions we're trying to |
|
427 | # Import numpy as np/pyplot as plt are conventions we're trying to | |
426 | # somewhat standardize on. Making them available to users by default |
|
428 | # somewhat standardize on. Making them available to users by default | |
427 | # will greatly help this. |
|
429 | # will greatly help this. | |
428 | s = ("import numpy\n" |
|
430 | s = ("import numpy\n" | |
429 | "import matplotlib\n" |
|
431 | "import matplotlib\n" | |
430 | "from matplotlib import pylab, mlab, pyplot\n" |
|
432 | "from matplotlib import pylab, mlab, pyplot\n" | |
431 | "np = numpy\n" |
|
433 | "np = numpy\n" | |
432 | "plt = pyplot\n" |
|
434 | "plt = pyplot\n" | |
433 | ) |
|
435 | ) | |
434 | exec(s, user_ns) |
|
436 | exec(s, user_ns) | |
435 |
|
437 | |||
436 | if import_all: |
|
438 | if import_all: | |
437 | s = ("from matplotlib.pylab import *\n" |
|
439 | s = ("from matplotlib.pylab import *\n" | |
438 | "from numpy import *\n") |
|
440 | "from numpy import *\n") | |
439 | exec(s, user_ns) |
|
441 | exec(s, user_ns) | |
440 |
|
442 | |||
441 | # IPython symbols to add |
|
443 | # IPython symbols to add | |
442 | user_ns['figsize'] = figsize |
|
444 | user_ns['figsize'] = figsize | |
443 | from IPython.display import display |
|
445 | from IPython.display import display | |
444 | # Add display and getfigs to the user's namespace |
|
446 | # Add display and getfigs to the user's namespace | |
445 | user_ns['display'] = display |
|
447 | user_ns['display'] = display | |
446 | user_ns['getfigs'] = getfigs |
|
448 | user_ns['getfigs'] = getfigs | |
447 |
|
449 | |||
448 |
|
450 | |||
449 | def configure_inline_support(shell, backend): |
|
451 | def configure_inline_support(shell, backend): | |
450 | """ |
|
452 | """ | |
451 | .. deprecated:: 7.23 |
|
453 | .. deprecated:: 7.23 | |
452 |
|
454 | |||
453 | use `matplotlib_inline.backend_inline.configure_inline_support()` |
|
455 | use `matplotlib_inline.backend_inline.configure_inline_support()` | |
454 |
|
456 | |||
455 | Configure an IPython shell object for matplotlib use. |
|
457 | Configure an IPython shell object for matplotlib use. | |
456 |
|
458 | |||
457 | Parameters |
|
459 | Parameters | |
458 | ---------- |
|
460 | ---------- | |
459 | shell : InteractiveShell instance |
|
461 | shell : InteractiveShell instance | |
460 | backend : matplotlib backend |
|
462 | backend : matplotlib backend | |
461 | """ |
|
463 | """ | |
462 | warnings.warn( |
|
464 | warnings.warn( | |
463 | "`configure_inline_support` is deprecated since IPython 7.23, directly " |
|
465 | "`configure_inline_support` is deprecated since IPython 7.23, directly " | |
464 | "use `matplotlib_inline.backend_inline.configure_inline_support()`", |
|
466 | "use `matplotlib_inline.backend_inline.configure_inline_support()`", | |
465 | DeprecationWarning, |
|
467 | DeprecationWarning, | |
466 | stacklevel=2, |
|
468 | stacklevel=2, | |
467 | ) |
|
469 | ) | |
468 |
|
470 | |||
469 | from matplotlib_inline.backend_inline import ( |
|
471 | from matplotlib_inline.backend_inline import ( | |
470 | configure_inline_support as configure_inline_support_orig, |
|
472 | configure_inline_support as configure_inline_support_orig, | |
471 | ) |
|
473 | ) | |
472 |
|
474 | |||
473 | configure_inline_support_orig(shell, backend) |
|
475 | configure_inline_support_orig(shell, backend) | |
474 |
|
476 | |||
475 |
|
477 | |||
476 | # Determine if Matplotlib manages backends only if needed, and cache result. |
|
478 | # Determine if Matplotlib manages backends only if needed, and cache result. | |
477 | # Do not read this directly, instead use _matplotlib_manages_backends(). |
|
479 | # Do not read this directly, instead use _matplotlib_manages_backends(). | |
478 | _matplotlib_manages_backends_value: bool | None = None |
|
480 | _matplotlib_manages_backends_value: bool | None = None | |
479 |
|
481 | |||
480 |
|
482 | |||
481 | def _matplotlib_manages_backends() -> bool: |
|
483 | def _matplotlib_manages_backends() -> bool: | |
482 | """Return True if Matplotlib manages backends, False otherwise. |
|
484 | """Return True if Matplotlib manages backends, False otherwise. | |
483 |
|
485 | |||
484 | If it returns True, the caller can be sure that |
|
486 | If it returns True, the caller can be sure that | |
485 | matplotlib.backends.registry.backend_registry is available along with |
|
487 | matplotlib.backends.registry.backend_registry is available along with | |
486 | member functions resolve_gui_or_backend, resolve_backend, list_all, and |
|
488 | member functions resolve_gui_or_backend, resolve_backend, list_all, and | |
487 | list_gui_frameworks. |
|
489 | list_gui_frameworks. | |
488 | """ |
|
490 | """ | |
489 | global _matplotlib_manages_backends_value |
|
491 | global _matplotlib_manages_backends_value | |
490 | if _matplotlib_manages_backends_value is None: |
|
492 | if _matplotlib_manages_backends_value is None: | |
491 | try: |
|
493 | try: | |
492 | from matplotlib.backends.registry import backend_registry |
|
494 | from matplotlib.backends.registry import backend_registry | |
493 |
|
495 | |||
494 | _matplotlib_manages_backends_value = hasattr( |
|
496 | _matplotlib_manages_backends_value = hasattr( | |
495 | backend_registry, "resolve_gui_or_backend" |
|
497 | backend_registry, "resolve_gui_or_backend" | |
496 | ) |
|
498 | ) | |
497 | except ImportError: |
|
499 | except ImportError: | |
498 | _matplotlib_manages_backends_value = False |
|
500 | _matplotlib_manages_backends_value = False | |
499 |
|
501 | |||
500 | return _matplotlib_manages_backends_value |
|
502 | return _matplotlib_manages_backends_value | |
501 |
|
503 | |||
502 |
|
504 | |||
503 | def _list_matplotlib_backends_and_gui_loops() -> list[str]: |
|
505 | def _list_matplotlib_backends_and_gui_loops() -> list[str]: | |
504 | """Return list of all Matplotlib backends and GUI event loops. |
|
506 | """Return list of all Matplotlib backends and GUI event loops. | |
505 |
|
507 | |||
506 | This is the list returned by |
|
508 | This is the list returned by | |
507 | %matplotlib --list |
|
509 | %matplotlib --list | |
508 | """ |
|
510 | """ | |
509 | if _matplotlib_manages_backends(): |
|
511 | if _matplotlib_manages_backends(): | |
510 | from matplotlib.backends.registry import backend_registry |
|
512 | from matplotlib.backends.registry import backend_registry | |
511 |
|
513 | |||
512 |
ret = backend_registry.list_all() + |
|
514 | ret = backend_registry.list_all() + [ | |
|
515 | _convert_gui_from_matplotlib(gui) | |||
|
516 | for gui in backend_registry.list_gui_frameworks() | |||
|
517 | ] | |||
513 | else: |
|
518 | else: | |
514 | from IPython.core import pylabtools |
|
519 | from IPython.core import pylabtools | |
515 |
|
520 | |||
516 | ret = list(pylabtools.backends.keys()) |
|
521 | ret = list(pylabtools.backends.keys()) | |
517 |
|
522 | |||
518 | return sorted(["auto"] + ret) |
|
523 | return sorted(["auto"] + ret) | |
|
524 | ||||
|
525 | ||||
|
526 | # Matplotlib and IPython do not always use the same gui framework name. | |||
|
527 | # Always use the approprate one of these conversion functions when passing a | |||
|
528 | # gui framework name to/from Matplotlib. | |||
|
529 | def _convert_gui_to_matplotlib(gui: str | None) -> str | None: | |||
|
530 | if gui and gui.lower() == "osx": | |||
|
531 | return "macosx" | |||
|
532 | return gui | |||
|
533 | ||||
|
534 | ||||
|
535 | def _convert_gui_from_matplotlib(gui: str | None) -> str | None: | |||
|
536 | if gui and gui.lower() == "macosx": | |||
|
537 | return "osx" | |||
|
538 | return gui |
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