Show More
@@ -1,419 +1,424 b'' | |||||
1 | # -*- coding: utf-8 -*- |
|
1 | # -*- coding: utf-8 -*- | |
2 | """Pylab (matplotlib) support utilities.""" |
|
2 | """Pylab (matplotlib) support utilities.""" | |
3 |
|
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 |
|
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 |
|
11 | |||
12 | from IPython.core.display import _pngxy |
|
12 | from IPython.core.display import _pngxy | |
13 | from IPython.utils.decorators import flag_calls |
|
13 | from IPython.utils.decorators import flag_calls | |
14 |
|
14 | |||
15 | # If user specifies a GUI, that dictates the backend, otherwise we read the |
|
15 | # If user specifies a GUI, that dictates the backend, otherwise we read the | |
16 | # user's mpl default from the mpl rc structure |
|
16 | # user's mpl default from the mpl rc structure | |
17 | backends = { |
|
17 | backends = { | |
18 | "tk": "TkAgg", |
|
18 | "tk": "TkAgg", | |
19 | "gtk": "GTKAgg", |
|
19 | "gtk": "GTKAgg", | |
20 | "gtk3": "GTK3Agg", |
|
20 | "gtk3": "GTK3Agg", | |
21 | "gtk4": "GTK4Agg", |
|
21 | "gtk4": "GTK4Agg", | |
22 | "wx": "WXAgg", |
|
22 | "wx": "WXAgg", | |
23 | "qt4": "Qt4Agg", |
|
23 | "qt4": "Qt4Agg", | |
24 | "qt5": "Qt5Agg", |
|
24 | "qt5": "Qt5Agg", | |
25 | "qt6": "QtAgg", |
|
25 | "qt6": "QtAgg", | |
26 | "qt": "Qt5Agg", |
|
26 | "qt": "Qt5Agg", | |
27 | "osx": "MacOSX", |
|
27 | "osx": "MacOSX", | |
28 | "nbagg": "nbAgg", |
|
28 | "nbagg": "nbAgg", | |
29 | "notebook": "nbAgg", |
|
29 | "notebook": "nbAgg", | |
30 | "agg": "agg", |
|
30 | "agg": "agg", | |
31 | "svg": "svg", |
|
31 | "svg": "svg", | |
32 | "pdf": "pdf", |
|
32 | "pdf": "pdf", | |
33 | "ps": "ps", |
|
33 | "ps": "ps", | |
34 | "inline": "module://matplotlib_inline.backend_inline", |
|
34 | "inline": "module://matplotlib_inline.backend_inline", | |
35 | "ipympl": "module://ipympl.backend_nbagg", |
|
35 | "ipympl": "module://ipympl.backend_nbagg", | |
36 | "widget": "module://ipympl.backend_nbagg", |
|
36 | "widget": "module://ipympl.backend_nbagg", | |
37 | } |
|
37 | } | |
38 |
|
38 | |||
39 | # We also need a reverse backends2guis mapping that will properly choose which |
|
39 | # We also need a reverse backends2guis mapping that will properly choose which | |
40 | # GUI support to activate based on the desired matplotlib backend. For the |
|
40 | # GUI support to activate based on the desired matplotlib backend. For the | |
41 | # most part it's just a reverse of the above dict, but we also need to add a |
|
41 | # most part it's just a reverse of the above dict, but we also need to add a | |
42 | # few others that map to the same GUI manually: |
|
42 | # few others that map to the same GUI manually: | |
43 | backend2gui = dict(zip(backends.values(), backends.keys())) |
|
43 | backend2gui = dict(zip(backends.values(), backends.keys())) | |
44 | # Our tests expect backend2gui to just return 'qt' |
|
|||
45 | backend2gui['Qt4Agg'] = 'qt' |
|
|||
46 | # In the reverse mapping, there are a few extra valid matplotlib backends that |
|
44 | # In the reverse mapping, there are a few extra valid matplotlib backends that | |
47 | # map to the same GUI support |
|
45 | # map to the same GUI support | |
48 | backend2gui["GTK"] = backend2gui["GTKCairo"] = "gtk" |
|
46 | backend2gui["GTK"] = backend2gui["GTKCairo"] = "gtk" | |
49 | backend2gui["GTK3Cairo"] = "gtk3" |
|
47 | backend2gui["GTK3Cairo"] = "gtk3" | |
50 | backend2gui["GTK4Cairo"] = "gtk4" |
|
48 | backend2gui["GTK4Cairo"] = "gtk4" | |
51 | backend2gui["WX"] = "wx" |
|
49 | backend2gui["WX"] = "wx" | |
52 | backend2gui["CocoaAgg"] = "osx" |
|
50 | backend2gui["CocoaAgg"] = "osx" | |
|
51 | # There needs to be a hysteresis here as the new QtAgg Matplotlib backend | |||
|
52 | # supports either Qt5 or Qt6 and the IPython qt event loop support Qt4, Qt5, | |||
|
53 | # and Qt6. | |||
|
54 | backend2gui["QtAgg"] = "qt" | |||
|
55 | backend2gui["Qt4Agg"] = "qt" | |||
|
56 | backend2gui["Qt5Agg"] = "qt" | |||
|
57 | ||||
53 | # And some backends that don't need GUI integration |
|
58 | # And some backends that don't need GUI integration | |
54 | del backend2gui["nbAgg"] |
|
59 | del backend2gui["nbAgg"] | |
55 | del backend2gui["agg"] |
|
60 | del backend2gui["agg"] | |
56 | del backend2gui["svg"] |
|
61 | del backend2gui["svg"] | |
57 | del backend2gui["pdf"] |
|
62 | del backend2gui["pdf"] | |
58 | del backend2gui["ps"] |
|
63 | del backend2gui["ps"] | |
59 | del backend2gui["module://matplotlib_inline.backend_inline"] |
|
64 | del backend2gui["module://matplotlib_inline.backend_inline"] | |
60 |
|
65 | |||
61 | #----------------------------------------------------------------------------- |
|
66 | #----------------------------------------------------------------------------- | |
62 | # Matplotlib utilities |
|
67 | # Matplotlib utilities | |
63 | #----------------------------------------------------------------------------- |
|
68 | #----------------------------------------------------------------------------- | |
64 |
|
69 | |||
65 |
|
70 | |||
66 | def getfigs(*fig_nums): |
|
71 | def getfigs(*fig_nums): | |
67 | """Get a list of matplotlib figures by figure numbers. |
|
72 | """Get a list of matplotlib figures by figure numbers. | |
68 |
|
73 | |||
69 | If no arguments are given, all available figures are returned. If the |
|
74 | If no arguments are given, all available figures are returned. If the | |
70 | argument list contains references to invalid figures, a warning is printed |
|
75 | argument list contains references to invalid figures, a warning is printed | |
71 | but the function continues pasting further figures. |
|
76 | but the function continues pasting further figures. | |
72 |
|
77 | |||
73 | Parameters |
|
78 | Parameters | |
74 | ---------- |
|
79 | ---------- | |
75 | figs : tuple |
|
80 | figs : tuple | |
76 | A tuple of ints giving the figure numbers of the figures to return. |
|
81 | A tuple of ints giving the figure numbers of the figures to return. | |
77 | """ |
|
82 | """ | |
78 | from matplotlib._pylab_helpers import Gcf |
|
83 | from matplotlib._pylab_helpers import Gcf | |
79 | if not fig_nums: |
|
84 | if not fig_nums: | |
80 | fig_managers = Gcf.get_all_fig_managers() |
|
85 | fig_managers = Gcf.get_all_fig_managers() | |
81 | return [fm.canvas.figure for fm in fig_managers] |
|
86 | return [fm.canvas.figure for fm in fig_managers] | |
82 | else: |
|
87 | else: | |
83 | figs = [] |
|
88 | figs = [] | |
84 | for num in fig_nums: |
|
89 | for num in fig_nums: | |
85 | f = Gcf.figs.get(num) |
|
90 | f = Gcf.figs.get(num) | |
86 | if f is None: |
|
91 | if f is None: | |
87 | print('Warning: figure %s not available.' % num) |
|
92 | print('Warning: figure %s not available.' % num) | |
88 | else: |
|
93 | else: | |
89 | figs.append(f.canvas.figure) |
|
94 | figs.append(f.canvas.figure) | |
90 | return figs |
|
95 | return figs | |
91 |
|
96 | |||
92 |
|
97 | |||
93 | def figsize(sizex, sizey): |
|
98 | def figsize(sizex, sizey): | |
94 | """Set the default figure size to be [sizex, sizey]. |
|
99 | """Set the default figure size to be [sizex, sizey]. | |
95 |
|
100 | |||
96 | This is just an easy to remember, convenience wrapper that sets:: |
|
101 | This is just an easy to remember, convenience wrapper that sets:: | |
97 |
|
102 | |||
98 | matplotlib.rcParams['figure.figsize'] = [sizex, sizey] |
|
103 | matplotlib.rcParams['figure.figsize'] = [sizex, sizey] | |
99 | """ |
|
104 | """ | |
100 | import matplotlib |
|
105 | import matplotlib | |
101 | matplotlib.rcParams['figure.figsize'] = [sizex, sizey] |
|
106 | matplotlib.rcParams['figure.figsize'] = [sizex, sizey] | |
102 |
|
107 | |||
103 |
|
108 | |||
104 | def print_figure(fig, fmt="png", bbox_inches="tight", base64=False, **kwargs): |
|
109 | def print_figure(fig, fmt="png", bbox_inches="tight", base64=False, **kwargs): | |
105 | """Print a figure to an image, and return the resulting file data |
|
110 | """Print a figure to an image, and return the resulting file data | |
106 |
|
111 | |||
107 | Returned data will be bytes unless ``fmt='svg'``, |
|
112 | Returned data will be bytes unless ``fmt='svg'``, | |
108 | in which case it will be unicode. |
|
113 | in which case it will be unicode. | |
109 |
|
114 | |||
110 | Any keyword args are passed to fig.canvas.print_figure, |
|
115 | Any keyword args are passed to fig.canvas.print_figure, | |
111 | such as ``quality`` or ``bbox_inches``. |
|
116 | such as ``quality`` or ``bbox_inches``. | |
112 |
|
117 | |||
113 | If `base64` is True, return base64-encoded str instead of raw bytes |
|
118 | If `base64` is True, return base64-encoded str instead of raw bytes | |
114 | for binary-encoded image formats |
|
119 | for binary-encoded image formats | |
115 |
|
120 | |||
116 | .. versionadded: 7.29 |
|
121 | .. versionadded: 7.29 | |
117 | base64 argument |
|
122 | base64 argument | |
118 | """ |
|
123 | """ | |
119 | # When there's an empty figure, we shouldn't return anything, otherwise we |
|
124 | # When there's an empty figure, we shouldn't return anything, otherwise we | |
120 | # get big blank areas in the qt console. |
|
125 | # get big blank areas in the qt console. | |
121 | if not fig.axes and not fig.lines: |
|
126 | if not fig.axes and not fig.lines: | |
122 | return |
|
127 | return | |
123 |
|
128 | |||
124 | dpi = fig.dpi |
|
129 | dpi = fig.dpi | |
125 | if fmt == 'retina': |
|
130 | if fmt == 'retina': | |
126 | dpi = dpi * 2 |
|
131 | dpi = dpi * 2 | |
127 | fmt = 'png' |
|
132 | fmt = 'png' | |
128 |
|
133 | |||
129 | # build keyword args |
|
134 | # build keyword args | |
130 | kw = { |
|
135 | kw = { | |
131 | "format":fmt, |
|
136 | "format":fmt, | |
132 | "facecolor":fig.get_facecolor(), |
|
137 | "facecolor":fig.get_facecolor(), | |
133 | "edgecolor":fig.get_edgecolor(), |
|
138 | "edgecolor":fig.get_edgecolor(), | |
134 | "dpi":dpi, |
|
139 | "dpi":dpi, | |
135 | "bbox_inches":bbox_inches, |
|
140 | "bbox_inches":bbox_inches, | |
136 | } |
|
141 | } | |
137 | # **kwargs get higher priority |
|
142 | # **kwargs get higher priority | |
138 | kw.update(kwargs) |
|
143 | kw.update(kwargs) | |
139 |
|
144 | |||
140 | bytes_io = BytesIO() |
|
145 | bytes_io = BytesIO() | |
141 | if fig.canvas is None: |
|
146 | if fig.canvas is None: | |
142 | from matplotlib.backend_bases import FigureCanvasBase |
|
147 | from matplotlib.backend_bases import FigureCanvasBase | |
143 | FigureCanvasBase(fig) |
|
148 | FigureCanvasBase(fig) | |
144 |
|
149 | |||
145 | fig.canvas.print_figure(bytes_io, **kw) |
|
150 | fig.canvas.print_figure(bytes_io, **kw) | |
146 | data = bytes_io.getvalue() |
|
151 | data = bytes_io.getvalue() | |
147 | if fmt == 'svg': |
|
152 | if fmt == 'svg': | |
148 | data = data.decode('utf-8') |
|
153 | data = data.decode('utf-8') | |
149 | elif base64: |
|
154 | elif base64: | |
150 | data = b2a_base64(data).decode("ascii") |
|
155 | data = b2a_base64(data).decode("ascii") | |
151 | return data |
|
156 | return data | |
152 |
|
157 | |||
153 | def retina_figure(fig, base64=False, **kwargs): |
|
158 | def retina_figure(fig, base64=False, **kwargs): | |
154 | """format a figure as a pixel-doubled (retina) PNG |
|
159 | """format a figure as a pixel-doubled (retina) PNG | |
155 |
|
160 | |||
156 | If `base64` is True, return base64-encoded str instead of raw bytes |
|
161 | If `base64` is True, return base64-encoded str instead of raw bytes | |
157 | for binary-encoded image formats |
|
162 | for binary-encoded image formats | |
158 |
|
163 | |||
159 | .. versionadded: 7.29 |
|
164 | .. versionadded: 7.29 | |
160 | base64 argument |
|
165 | base64 argument | |
161 | """ |
|
166 | """ | |
162 | pngdata = print_figure(fig, fmt="retina", base64=False, **kwargs) |
|
167 | pngdata = print_figure(fig, fmt="retina", base64=False, **kwargs) | |
163 | # Make sure that retina_figure acts just like print_figure and returns |
|
168 | # Make sure that retina_figure acts just like print_figure and returns | |
164 | # None when the figure is empty. |
|
169 | # None when the figure is empty. | |
165 | if pngdata is None: |
|
170 | if pngdata is None: | |
166 | return |
|
171 | return | |
167 | w, h = _pngxy(pngdata) |
|
172 | w, h = _pngxy(pngdata) | |
168 | metadata = {"width": w//2, "height":h//2} |
|
173 | metadata = {"width": w//2, "height":h//2} | |
169 | if base64: |
|
174 | if base64: | |
170 | pngdata = b2a_base64(pngdata).decode("ascii") |
|
175 | pngdata = b2a_base64(pngdata).decode("ascii") | |
171 | return pngdata, metadata |
|
176 | return pngdata, metadata | |
172 |
|
177 | |||
173 |
|
178 | |||
174 | # We need a little factory function here to create the closure where |
|
179 | # We need a little factory function here to create the closure where | |
175 | # safe_execfile can live. |
|
180 | # safe_execfile can live. | |
176 | def mpl_runner(safe_execfile): |
|
181 | def mpl_runner(safe_execfile): | |
177 | """Factory to return a matplotlib-enabled runner for %run. |
|
182 | """Factory to return a matplotlib-enabled runner for %run. | |
178 |
|
183 | |||
179 | Parameters |
|
184 | Parameters | |
180 | ---------- |
|
185 | ---------- | |
181 | safe_execfile : function |
|
186 | safe_execfile : function | |
182 | This must be a function with the same interface as the |
|
187 | This must be a function with the same interface as the | |
183 | :meth:`safe_execfile` method of IPython. |
|
188 | :meth:`safe_execfile` method of IPython. | |
184 |
|
189 | |||
185 | Returns |
|
190 | Returns | |
186 | ------- |
|
191 | ------- | |
187 | A function suitable for use as the ``runner`` argument of the %run magic |
|
192 | A function suitable for use as the ``runner`` argument of the %run magic | |
188 | function. |
|
193 | function. | |
189 | """ |
|
194 | """ | |
190 |
|
195 | |||
191 | def mpl_execfile(fname,*where,**kw): |
|
196 | def mpl_execfile(fname,*where,**kw): | |
192 | """matplotlib-aware wrapper around safe_execfile. |
|
197 | """matplotlib-aware wrapper around safe_execfile. | |
193 |
|
198 | |||
194 | Its interface is identical to that of the :func:`execfile` builtin. |
|
199 | Its interface is identical to that of the :func:`execfile` builtin. | |
195 |
|
200 | |||
196 | This is ultimately a call to execfile(), but wrapped in safeties to |
|
201 | This is ultimately a call to execfile(), but wrapped in safeties to | |
197 | properly handle interactive rendering.""" |
|
202 | properly handle interactive rendering.""" | |
198 |
|
203 | |||
199 | import matplotlib |
|
204 | import matplotlib | |
200 | import matplotlib.pyplot as plt |
|
205 | import matplotlib.pyplot as plt | |
201 |
|
206 | |||
202 | #print '*** Matplotlib runner ***' # dbg |
|
207 | #print '*** Matplotlib runner ***' # dbg | |
203 | # turn off rendering until end of script |
|
208 | # turn off rendering until end of script | |
204 | is_interactive = matplotlib.rcParams['interactive'] |
|
209 | is_interactive = matplotlib.rcParams['interactive'] | |
205 | matplotlib.interactive(False) |
|
210 | matplotlib.interactive(False) | |
206 | safe_execfile(fname,*where,**kw) |
|
211 | safe_execfile(fname,*where,**kw) | |
207 | matplotlib.interactive(is_interactive) |
|
212 | matplotlib.interactive(is_interactive) | |
208 | # make rendering call now, if the user tried to do it |
|
213 | # make rendering call now, if the user tried to do it | |
209 | if plt.draw_if_interactive.called: |
|
214 | if plt.draw_if_interactive.called: | |
210 | plt.draw() |
|
215 | plt.draw() | |
211 | plt.draw_if_interactive.called = False |
|
216 | plt.draw_if_interactive.called = False | |
212 |
|
217 | |||
213 | # re-draw everything that is stale |
|
218 | # re-draw everything that is stale | |
214 | try: |
|
219 | try: | |
215 | da = plt.draw_all |
|
220 | da = plt.draw_all | |
216 | except AttributeError: |
|
221 | except AttributeError: | |
217 | pass |
|
222 | pass | |
218 | else: |
|
223 | else: | |
219 | da() |
|
224 | da() | |
220 |
|
225 | |||
221 | return mpl_execfile |
|
226 | return mpl_execfile | |
222 |
|
227 | |||
223 |
|
228 | |||
224 | def _reshow_nbagg_figure(fig): |
|
229 | def _reshow_nbagg_figure(fig): | |
225 | """reshow an nbagg figure""" |
|
230 | """reshow an nbagg figure""" | |
226 | try: |
|
231 | try: | |
227 | reshow = fig.canvas.manager.reshow |
|
232 | reshow = fig.canvas.manager.reshow | |
228 | except AttributeError as e: |
|
233 | except AttributeError as e: | |
229 | raise NotImplementedError() from e |
|
234 | raise NotImplementedError() from e | |
230 | else: |
|
235 | else: | |
231 | reshow() |
|
236 | reshow() | |
232 |
|
237 | |||
233 |
|
238 | |||
234 | def select_figure_formats(shell, formats, **kwargs): |
|
239 | def select_figure_formats(shell, formats, **kwargs): | |
235 | """Select figure formats for the inline backend. |
|
240 | """Select figure formats for the inline backend. | |
236 |
|
241 | |||
237 | Parameters |
|
242 | Parameters | |
238 | ========== |
|
243 | ========== | |
239 | shell : InteractiveShell |
|
244 | shell : InteractiveShell | |
240 | The main IPython instance. |
|
245 | The main IPython instance. | |
241 | formats : str or set |
|
246 | formats : str or set | |
242 | One or a set of figure formats to enable: 'png', 'retina', 'jpeg', 'svg', 'pdf'. |
|
247 | One or a set of figure formats to enable: 'png', 'retina', 'jpeg', 'svg', 'pdf'. | |
243 | **kwargs : any |
|
248 | **kwargs : any | |
244 | Extra keyword arguments to be passed to fig.canvas.print_figure. |
|
249 | Extra keyword arguments to be passed to fig.canvas.print_figure. | |
245 | """ |
|
250 | """ | |
246 | import matplotlib |
|
251 | import matplotlib | |
247 | from matplotlib.figure import Figure |
|
252 | from matplotlib.figure import Figure | |
248 |
|
253 | |||
249 | svg_formatter = shell.display_formatter.formatters['image/svg+xml'] |
|
254 | svg_formatter = shell.display_formatter.formatters['image/svg+xml'] | |
250 | png_formatter = shell.display_formatter.formatters['image/png'] |
|
255 | png_formatter = shell.display_formatter.formatters['image/png'] | |
251 | jpg_formatter = shell.display_formatter.formatters['image/jpeg'] |
|
256 | jpg_formatter = shell.display_formatter.formatters['image/jpeg'] | |
252 | pdf_formatter = shell.display_formatter.formatters['application/pdf'] |
|
257 | pdf_formatter = shell.display_formatter.formatters['application/pdf'] | |
253 |
|
258 | |||
254 | if isinstance(formats, str): |
|
259 | if isinstance(formats, str): | |
255 | formats = {formats} |
|
260 | formats = {formats} | |
256 | # cast in case of list / tuple |
|
261 | # cast in case of list / tuple | |
257 | formats = set(formats) |
|
262 | formats = set(formats) | |
258 |
|
263 | |||
259 | [ f.pop(Figure, None) for f in shell.display_formatter.formatters.values() ] |
|
264 | [ f.pop(Figure, None) for f in shell.display_formatter.formatters.values() ] | |
260 | mplbackend = matplotlib.get_backend().lower() |
|
265 | mplbackend = matplotlib.get_backend().lower() | |
261 | if mplbackend == 'nbagg' or mplbackend == 'module://ipympl.backend_nbagg': |
|
266 | if mplbackend == 'nbagg' or mplbackend == 'module://ipympl.backend_nbagg': | |
262 | formatter = shell.display_formatter.ipython_display_formatter |
|
267 | formatter = shell.display_formatter.ipython_display_formatter | |
263 | formatter.for_type(Figure, _reshow_nbagg_figure) |
|
268 | formatter.for_type(Figure, _reshow_nbagg_figure) | |
264 |
|
269 | |||
265 | supported = {'png', 'png2x', 'retina', 'jpg', 'jpeg', 'svg', 'pdf'} |
|
270 | supported = {'png', 'png2x', 'retina', 'jpg', 'jpeg', 'svg', 'pdf'} | |
266 | bad = formats.difference(supported) |
|
271 | bad = formats.difference(supported) | |
267 | if bad: |
|
272 | if bad: | |
268 | bs = "%s" % ','.join([repr(f) for f in bad]) |
|
273 | bs = "%s" % ','.join([repr(f) for f in bad]) | |
269 | gs = "%s" % ','.join([repr(f) for f in supported]) |
|
274 | gs = "%s" % ','.join([repr(f) for f in supported]) | |
270 | raise ValueError("supported formats are: %s not %s" % (gs, bs)) |
|
275 | raise ValueError("supported formats are: %s not %s" % (gs, bs)) | |
271 |
|
276 | |||
272 | if "png" in formats: |
|
277 | if "png" in formats: | |
273 | png_formatter.for_type( |
|
278 | png_formatter.for_type( | |
274 | Figure, partial(print_figure, fmt="png", base64=True, **kwargs) |
|
279 | Figure, partial(print_figure, fmt="png", base64=True, **kwargs) | |
275 | ) |
|
280 | ) | |
276 | if "retina" in formats or "png2x" in formats: |
|
281 | if "retina" in formats or "png2x" in formats: | |
277 | png_formatter.for_type(Figure, partial(retina_figure, base64=True, **kwargs)) |
|
282 | png_formatter.for_type(Figure, partial(retina_figure, base64=True, **kwargs)) | |
278 | if "jpg" in formats or "jpeg" in formats: |
|
283 | if "jpg" in formats or "jpeg" in formats: | |
279 | jpg_formatter.for_type( |
|
284 | jpg_formatter.for_type( | |
280 | Figure, partial(print_figure, fmt="jpg", base64=True, **kwargs) |
|
285 | Figure, partial(print_figure, fmt="jpg", base64=True, **kwargs) | |
281 | ) |
|
286 | ) | |
282 | if "svg" in formats: |
|
287 | if "svg" in formats: | |
283 | svg_formatter.for_type(Figure, partial(print_figure, fmt="svg", **kwargs)) |
|
288 | svg_formatter.for_type(Figure, partial(print_figure, fmt="svg", **kwargs)) | |
284 | if "pdf" in formats: |
|
289 | if "pdf" in formats: | |
285 | pdf_formatter.for_type( |
|
290 | pdf_formatter.for_type( | |
286 | Figure, partial(print_figure, fmt="pdf", base64=True, **kwargs) |
|
291 | Figure, partial(print_figure, fmt="pdf", base64=True, **kwargs) | |
287 | ) |
|
292 | ) | |
288 |
|
293 | |||
289 | #----------------------------------------------------------------------------- |
|
294 | #----------------------------------------------------------------------------- | |
290 | # Code for initializing matplotlib and importing pylab |
|
295 | # Code for initializing matplotlib and importing pylab | |
291 | #----------------------------------------------------------------------------- |
|
296 | #----------------------------------------------------------------------------- | |
292 |
|
297 | |||
293 |
|
298 | |||
294 | def find_gui_and_backend(gui=None, gui_select=None): |
|
299 | def find_gui_and_backend(gui=None, gui_select=None): | |
295 | """Given a gui string return the gui and mpl backend. |
|
300 | """Given a gui string return the gui and mpl backend. | |
296 |
|
301 | |||
297 | Parameters |
|
302 | Parameters | |
298 | ---------- |
|
303 | ---------- | |
299 | gui : str |
|
304 | gui : str | |
300 | Can be one of ('tk','gtk','wx','qt','qt4','inline','agg'). |
|
305 | Can be one of ('tk','gtk','wx','qt','qt4','inline','agg'). | |
301 | gui_select : str |
|
306 | gui_select : str | |
302 | Can be one of ('tk','gtk','wx','qt','qt4','inline'). |
|
307 | Can be one of ('tk','gtk','wx','qt','qt4','inline'). | |
303 | This is any gui already selected by the shell. |
|
308 | This is any gui already selected by the shell. | |
304 |
|
309 | |||
305 | Returns |
|
310 | Returns | |
306 | ------- |
|
311 | ------- | |
307 | A tuple of (gui, backend) where backend is one of ('TkAgg','GTKAgg', |
|
312 | A tuple of (gui, backend) where backend is one of ('TkAgg','GTKAgg', | |
308 | 'WXAgg','Qt4Agg','module://matplotlib_inline.backend_inline','agg'). |
|
313 | 'WXAgg','Qt4Agg','module://matplotlib_inline.backend_inline','agg'). | |
309 | """ |
|
314 | """ | |
310 |
|
315 | |||
311 | import matplotlib |
|
316 | import matplotlib | |
312 |
|
317 | |||
313 | if gui and gui != 'auto': |
|
318 | if gui and gui != 'auto': | |
314 | # select backend based on requested gui |
|
319 | # select backend based on requested gui | |
315 | backend = backends[gui] |
|
320 | backend = backends[gui] | |
316 | if gui == 'agg': |
|
321 | if gui == 'agg': | |
317 | gui = None |
|
322 | gui = None | |
318 | else: |
|
323 | else: | |
319 | # We need to read the backend from the original data structure, *not* |
|
324 | # We need to read the backend from the original data structure, *not* | |
320 | # from mpl.rcParams, since a prior invocation of %matplotlib may have |
|
325 | # from mpl.rcParams, since a prior invocation of %matplotlib may have | |
321 | # overwritten that. |
|
326 | # overwritten that. | |
322 | # WARNING: this assumes matplotlib 1.1 or newer!! |
|
327 | # WARNING: this assumes matplotlib 1.1 or newer!! | |
323 | backend = matplotlib.rcParamsOrig['backend'] |
|
328 | backend = matplotlib.rcParamsOrig['backend'] | |
324 | # In this case, we need to find what the appropriate gui selection call |
|
329 | # In this case, we need to find what the appropriate gui selection call | |
325 | # should be for IPython, so we can activate inputhook accordingly |
|
330 | # should be for IPython, so we can activate inputhook accordingly | |
326 | gui = backend2gui.get(backend, None) |
|
331 | gui = backend2gui.get(backend, None) | |
327 |
|
332 | |||
328 | # If we have already had a gui active, we need it and inline are the |
|
333 | # If we have already had a gui active, we need it and inline are the | |
329 | # ones allowed. |
|
334 | # ones allowed. | |
330 | if gui_select and gui != gui_select: |
|
335 | if gui_select and gui != gui_select: | |
331 | gui = gui_select |
|
336 | gui = gui_select | |
332 | backend = backends[gui] |
|
337 | backend = backends[gui] | |
333 |
|
338 | |||
334 | return gui, backend |
|
339 | return gui, backend | |
335 |
|
340 | |||
336 |
|
341 | |||
337 | def activate_matplotlib(backend): |
|
342 | def activate_matplotlib(backend): | |
338 | """Activate the given backend and set interactive to True.""" |
|
343 | """Activate the given backend and set interactive to True.""" | |
339 |
|
344 | |||
340 | import matplotlib |
|
345 | import matplotlib | |
341 | matplotlib.interactive(True) |
|
346 | matplotlib.interactive(True) | |
342 |
|
347 | |||
343 | # Matplotlib had a bug where even switch_backend could not force |
|
348 | # Matplotlib had a bug where even switch_backend could not force | |
344 | # the rcParam to update. This needs to be set *before* the module |
|
349 | # the rcParam to update. This needs to be set *before* the module | |
345 | # magic of switch_backend(). |
|
350 | # magic of switch_backend(). | |
346 | matplotlib.rcParams['backend'] = backend |
|
351 | matplotlib.rcParams['backend'] = backend | |
347 |
|
352 | |||
348 | # Due to circular imports, pyplot may be only partially initialised |
|
353 | # Due to circular imports, pyplot may be only partially initialised | |
349 | # when this function runs. |
|
354 | # when this function runs. | |
350 | # So avoid needing matplotlib attribute-lookup to access pyplot. |
|
355 | # So avoid needing matplotlib attribute-lookup to access pyplot. | |
351 | from matplotlib import pyplot as plt |
|
356 | from matplotlib import pyplot as plt | |
352 |
|
357 | |||
353 | plt.switch_backend(backend) |
|
358 | plt.switch_backend(backend) | |
354 |
|
359 | |||
355 | plt.show._needmain = False |
|
360 | plt.show._needmain = False | |
356 | # We need to detect at runtime whether show() is called by the user. |
|
361 | # We need to detect at runtime whether show() is called by the user. | |
357 | # For this, we wrap it into a decorator which adds a 'called' flag. |
|
362 | # For this, we wrap it into a decorator which adds a 'called' flag. | |
358 | plt.draw_if_interactive = flag_calls(plt.draw_if_interactive) |
|
363 | plt.draw_if_interactive = flag_calls(plt.draw_if_interactive) | |
359 |
|
364 | |||
360 |
|
365 | |||
361 | def import_pylab(user_ns, import_all=True): |
|
366 | def import_pylab(user_ns, import_all=True): | |
362 | """Populate the namespace with pylab-related values. |
|
367 | """Populate the namespace with pylab-related values. | |
363 |
|
368 | |||
364 | Imports matplotlib, pylab, numpy, and everything from pylab and numpy. |
|
369 | Imports matplotlib, pylab, numpy, and everything from pylab and numpy. | |
365 |
|
370 | |||
366 | Also imports a few names from IPython (figsize, display, getfigs) |
|
371 | Also imports a few names from IPython (figsize, display, getfigs) | |
367 |
|
372 | |||
368 | """ |
|
373 | """ | |
369 |
|
374 | |||
370 | # Import numpy as np/pyplot as plt are conventions we're trying to |
|
375 | # Import numpy as np/pyplot as plt are conventions we're trying to | |
371 | # somewhat standardize on. Making them available to users by default |
|
376 | # somewhat standardize on. Making them available to users by default | |
372 | # will greatly help this. |
|
377 | # will greatly help this. | |
373 | s = ("import numpy\n" |
|
378 | s = ("import numpy\n" | |
374 | "import matplotlib\n" |
|
379 | "import matplotlib\n" | |
375 | "from matplotlib import pylab, mlab, pyplot\n" |
|
380 | "from matplotlib import pylab, mlab, pyplot\n" | |
376 | "np = numpy\n" |
|
381 | "np = numpy\n" | |
377 | "plt = pyplot\n" |
|
382 | "plt = pyplot\n" | |
378 | ) |
|
383 | ) | |
379 | exec(s, user_ns) |
|
384 | exec(s, user_ns) | |
380 |
|
385 | |||
381 | if import_all: |
|
386 | if import_all: | |
382 | s = ("from matplotlib.pylab import *\n" |
|
387 | s = ("from matplotlib.pylab import *\n" | |
383 | "from numpy import *\n") |
|
388 | "from numpy import *\n") | |
384 | exec(s, user_ns) |
|
389 | exec(s, user_ns) | |
385 |
|
390 | |||
386 | # IPython symbols to add |
|
391 | # IPython symbols to add | |
387 | user_ns['figsize'] = figsize |
|
392 | user_ns['figsize'] = figsize | |
388 | from IPython.display import display |
|
393 | from IPython.display import display | |
389 | # Add display and getfigs to the user's namespace |
|
394 | # Add display and getfigs to the user's namespace | |
390 | user_ns['display'] = display |
|
395 | user_ns['display'] = display | |
391 | user_ns['getfigs'] = getfigs |
|
396 | user_ns['getfigs'] = getfigs | |
392 |
|
397 | |||
393 |
|
398 | |||
394 | def configure_inline_support(shell, backend): |
|
399 | def configure_inline_support(shell, backend): | |
395 | """ |
|
400 | """ | |
396 | .. deprecated: 7.23 |
|
401 | .. deprecated: 7.23 | |
397 |
|
402 | |||
398 | use `matplotlib_inline.backend_inline.configure_inline_support()` |
|
403 | use `matplotlib_inline.backend_inline.configure_inline_support()` | |
399 |
|
404 | |||
400 | Configure an IPython shell object for matplotlib use. |
|
405 | Configure an IPython shell object for matplotlib use. | |
401 |
|
406 | |||
402 | Parameters |
|
407 | Parameters | |
403 | ---------- |
|
408 | ---------- | |
404 | shell : InteractiveShell instance |
|
409 | shell : InteractiveShell instance | |
405 |
|
410 | |||
406 | backend : matplotlib backend |
|
411 | backend : matplotlib backend | |
407 | """ |
|
412 | """ | |
408 | warnings.warn( |
|
413 | warnings.warn( | |
409 | "`configure_inline_support` is deprecated since IPython 7.23, directly " |
|
414 | "`configure_inline_support` is deprecated since IPython 7.23, directly " | |
410 | "use `matplotlib_inline.backend_inline.configure_inline_support()`", |
|
415 | "use `matplotlib_inline.backend_inline.configure_inline_support()`", | |
411 | DeprecationWarning, |
|
416 | DeprecationWarning, | |
412 | stacklevel=2, |
|
417 | stacklevel=2, | |
413 | ) |
|
418 | ) | |
414 |
|
419 | |||
415 | from matplotlib_inline.backend_inline import ( |
|
420 | from matplotlib_inline.backend_inline import ( | |
416 | configure_inline_support as configure_inline_support_orig, |
|
421 | configure_inline_support as configure_inline_support_orig, | |
417 | ) |
|
422 | ) | |
418 |
|
423 | |||
419 | configure_inline_support_orig(shell, backend) |
|
424 | configure_inline_support_orig(shell, backend) |
General Comments 0
You need to be logged in to leave comments.
Login now