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@@ -0,0 +1,3 | |||||
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1 | * added ``InlineBackend.print_figure_kwargs`` to allow passing keyword arguments | |||
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2 | to matplotlib's ``Canvas.print_figure``. This can be used to change the value of | |||
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3 | ``bbox_inches``, which is 'tight' by default, or set the quality of JPEG figures. |
@@ -729,23 +729,29 def set_matplotlib_formats(*formats, **kwargs): | |||||
729 |
|
729 | |||
730 | To set this in your config files use the following:: |
|
730 | To set this in your config files use the following:: | |
731 |
|
731 | |||
732 |
c.InlineBackend.figure_formats = {'p |
|
732 | c.InlineBackend.figure_formats = {'png', 'jpeg'} | |
733 |
c.InlineBackend.quality |
|
733 | c.InlineBackend.print_figure_kwargs.update({'quality' : 90}) | |
734 |
|
734 | |||
735 | Parameters |
|
735 | Parameters | |
736 | ---------- |
|
736 | ---------- | |
737 |
*formats : |
|
737 | *formats : strs | |
738 |
One or |
|
738 | One or more figure formats to enable: 'png', 'retina', 'jpeg', 'svg', 'pdf'. | |
739 | quality : int |
|
739 | **kwargs : | |
740 | A percentage for the quality of JPEG figures. Defaults to 90. |
|
740 | Keyword args will be relayed to ``figure.canvas.print_figure``. | |
741 | """ |
|
741 | """ | |
742 | from IPython.core.interactiveshell import InteractiveShell |
|
742 | from IPython.core.interactiveshell import InteractiveShell | |
743 | from IPython.core.pylabtools import select_figure_formats |
|
743 | from IPython.core.pylabtools import select_figure_formats | |
|
744 | from IPython.kernel.zmq.pylab.config import InlineBackend | |||
|
745 | # build kwargs, starting with InlineBackend config | |||
|
746 | kw = {} | |||
|
747 | cfg = InlineBackend.instance() | |||
|
748 | kw.update(cfg.print_figure_kwargs) | |||
|
749 | kw.update(**kwargs) | |||
744 | shell = InteractiveShell.instance() |
|
750 | shell = InteractiveShell.instance() | |
745 |
select_figure_formats(shell, formats, |
|
751 | select_figure_formats(shell, formats, **kw) | |
746 |
|
752 | |||
747 | @skip_doctest |
|
753 | @skip_doctest | |
748 | def set_matplotlib_close(close): |
|
754 | def set_matplotlib_close(close=True): | |
749 | """Set whether the inline backend closes all figures automatically or not. |
|
755 | """Set whether the inline backend closes all figures automatically or not. | |
750 |
|
756 | |||
751 | By default, the inline backend used in the IPython Notebook will close all |
|
757 | By default, the inline backend used in the IPython Notebook will close all | |
@@ -766,7 +772,7 def set_matplotlib_close(close): | |||||
766 | Should all matplotlib figures be automatically closed after each cell is |
|
772 | Should all matplotlib figures be automatically closed after each cell is | |
767 | run? |
|
773 | run? | |
768 | """ |
|
774 | """ | |
769 |
from IPython.kernel.zmq.pylab. |
|
775 | from IPython.kernel.zmq.pylab.config import InlineBackend | |
770 |
|
|
776 | cfg = InlineBackend.instance() | |
771 |
|
|
777 | cfg.close_figures = close | |
772 |
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778 |
@@ -95,9 +95,11 def figsize(sizex, sizey): | |||||
95 | matplotlib.rcParams['figure.figsize'] = [sizex, sizey] |
|
95 | matplotlib.rcParams['figure.figsize'] = [sizex, sizey] | |
96 |
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96 | |||
97 |
|
97 | |||
98 |
def print_figure(fig, fmt='png', |
|
98 | def print_figure(fig, fmt='png', bbox_inches='tight', **kwargs): | |
99 | """Convert a figure to svg, png or jpg for inline display. |
|
99 | """Print a figure to an image, and return the resulting bytes | |
100 | Quality is only relevant for jpg. |
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100 | ||
|
101 | Any keyword args are passed to fig.canvas.print_figure, | |||
|
102 | such as ``quality`` or ``bbox_inches``. | |||
101 | """ |
|
103 | """ | |
102 | from matplotlib import rcParams |
|
104 | from matplotlib import rcParams | |
103 | # When there's an empty figure, we shouldn't return anything, otherwise we |
|
105 | # When there's an empty figure, we shouldn't return anything, otherwise we | |
@@ -105,21 +107,29 def print_figure(fig, fmt='png', quality=90): | |||||
105 | if not fig.axes and not fig.lines: |
|
107 | if not fig.axes and not fig.lines: | |
106 | return |
|
108 | return | |
107 |
|
109 | |||
108 | fc = fig.get_facecolor() |
|
|||
109 | ec = fig.get_edgecolor() |
|
|||
110 | bytes_io = BytesIO() |
|
|||
111 | dpi = rcParams['savefig.dpi'] |
|
110 | dpi = rcParams['savefig.dpi'] | |
112 | if fmt == 'retina': |
|
111 | if fmt == 'retina': | |
113 | dpi = dpi * 2 |
|
112 | dpi = dpi * 2 | |
114 | fmt = 'png' |
|
113 | fmt = 'png' | |
115 | fig.canvas.print_figure(bytes_io, format=fmt, bbox_inches='tight', |
|
|||
116 | facecolor=fc, edgecolor=ec, dpi=dpi, quality=quality) |
|
|||
117 | data = bytes_io.getvalue() |
|
|||
118 | return data |
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|||
119 |
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114 | |||
120 | def retina_figure(fig): |
|
115 | # build keyword args | |
|
116 | kw = dict( | |||
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117 | format=fmt, | |||
|
118 | fc=fig.get_facecolor(), | |||
|
119 | ec=fig.get_edgecolor(), | |||
|
120 | dpi=dpi, | |||
|
121 | bbox_inches=bbox_inches, | |||
|
122 | ) | |||
|
123 | # **kwargs get higher priority | |||
|
124 | kw.update(kwargs) | |||
|
125 | ||||
|
126 | bytes_io = BytesIO() | |||
|
127 | fig.canvas.print_figure(bytes_io, **kw) | |||
|
128 | return bytes_io.getvalue() | |||
|
129 | ||||
|
130 | def retina_figure(fig, **kwargs): | |||
121 | """format a figure as a pixel-doubled (retina) PNG""" |
|
131 | """format a figure as a pixel-doubled (retina) PNG""" | |
122 | pngdata = print_figure(fig, fmt='retina') |
|
132 | pngdata = print_figure(fig, fmt='retina', **kwargs) | |
123 | w, h = _pngxy(pngdata) |
|
133 | w, h = _pngxy(pngdata) | |
124 | metadata = dict(width=w//2, height=h//2) |
|
134 | metadata = dict(width=w//2, height=h//2) | |
125 | return pngdata, metadata |
|
135 | return pngdata, metadata | |
@@ -166,17 +176,17 def mpl_runner(safe_execfile): | |||||
166 | return mpl_execfile |
|
176 | return mpl_execfile | |
167 |
|
177 | |||
168 |
|
178 | |||
169 |
def select_figure_formats(shell, formats, |
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179 | def select_figure_formats(shell, formats, **kwargs): | |
170 | """Select figure formats for the inline backend. |
|
180 | """Select figure formats for the inline backend. | |
171 |
|
181 | |||
172 | Parameters |
|
182 | Parameters | |
173 | ========== |
|
183 | ========== | |
174 | shell : InteractiveShell |
|
184 | shell : InteractiveShell | |
175 | The main IPython instance. |
|
185 | The main IPython instance. | |
176 |
formats : |
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186 | formats : str or set | |
177 | One or a set of figure formats to enable: 'png', 'retina', 'jpeg', 'svg', 'pdf'. |
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187 | One or a set of figure formats to enable: 'png', 'retina', 'jpeg', 'svg', 'pdf'. | |
178 | quality : int |
|
188 | **kwargs : any | |
179 | A percentage for the quality of JPEG figures. |
|
189 | Extra keyword arguments to be passed to fig.canvas.print_figure. | |
180 | """ |
|
190 | """ | |
181 | from matplotlib.figure import Figure |
|
191 | from matplotlib.figure import Figure | |
182 | from IPython.kernel.zmq.pylab import backend_inline |
|
192 | from IPython.kernel.zmq.pylab import backend_inline | |
@@ -188,22 +198,28 def select_figure_formats(shell, formats, quality=90): | |||||
188 |
|
198 | |||
189 | if isinstance(formats, py3compat.string_types): |
|
199 | if isinstance(formats, py3compat.string_types): | |
190 | formats = {formats} |
|
200 | formats = {formats} | |
191 |
|
201 | # cast in case of list / tuple | ||
192 | [ f.type_printers.pop(Figure, None) for f in {svg_formatter, png_formatter, jpg_formatter} ] |
|
202 | formats = set(formats) | |
193 |
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203 | |||
194 | for fmt in formats: |
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204 | [ f.pop(Figure, None) for f in shell.display_formatter.formatters.values() ] | |
195 | if fmt == 'png': |
|
205 | ||
196 | png_formatter.for_type(Figure, lambda fig: print_figure(fig, 'png')) |
|
206 | supported = {'png', 'png2x', 'retina', 'jpg', 'jpeg', 'svg', 'pdf'} | |
197 | elif fmt in ('png2x', 'retina'): |
|
207 | bad = formats.difference(supported) | |
198 | png_formatter.for_type(Figure, retina_figure) |
|
208 | if bad: | |
199 | elif fmt in ('jpg', 'jpeg'): |
|
209 | bs = "%s" % ','.join([repr(f) for f in bad]) | |
200 | jpg_formatter.for_type(Figure, lambda fig: print_figure(fig, 'jpg', quality)) |
|
210 | gs = "%s" % ','.join([repr(f) for f in supported]) | |
201 | elif fmt == 'svg': |
|
211 | raise ValueError("supported formats are: %s not %s" % (gs, bs)) | |
202 | svg_formatter.for_type(Figure, lambda fig: print_figure(fig, 'svg')) |
|
212 | ||
203 | elif fmt == 'pdf': |
|
213 | if 'png' in formats: | |
204 |
|
|
214 | png_formatter.for_type(Figure, lambda fig: print_figure(fig, 'png', **kwargs)) | |
205 | else: |
|
215 | if 'retina' in formats or 'png2x' in formats: | |
206 | raise ValueError("supported formats are: 'png', 'retina', 'svg', 'jpg', 'pdf' not %r" % fmt) |
|
216 | png_formatter.for_type(Figure, lambda fig: retina_figure(fig, **kwargs)) | |
|
217 | if 'jpg' in formats or 'jpeg' in formats: | |||
|
218 | jpg_formatter.for_type(Figure, lambda fig: print_figure(fig, 'jpg', **kwargs)) | |||
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219 | if 'svg' in formats: | |||
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220 | svg_formatter.for_type(Figure, lambda fig: print_figure(fig, 'svg', **kwargs)) | |||
|
221 | if 'pdf' in formats: | |||
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222 | pdf_formatter.for_type(Figure, lambda fig: print_figure(fig, 'pdf', **kwargs)) | |||
207 |
|
223 | |||
208 | #----------------------------------------------------------------------------- |
|
224 | #----------------------------------------------------------------------------- | |
209 | # Code for initializing matplotlib and importing pylab |
|
225 | # Code for initializing matplotlib and importing pylab | |
@@ -354,5 +370,5 def configure_inline_support(shell, backend): | |||||
354 | del shell._saved_rcParams |
|
370 | del shell._saved_rcParams | |
355 |
|
371 | |||
356 | # Setup the default figure format |
|
372 | # Setup the default figure format | |
357 |
select_figure_formats(shell, cfg.figure_formats, cfg. |
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373 | select_figure_formats(shell, cfg.figure_formats, **cfg.print_figure_kwargs) | |
358 |
|
374 |
@@ -10,8 +10,11 import os | |||||
10 | import nose.tools as nt |
|
10 | import nose.tools as nt | |
11 |
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11 | |||
12 | from IPython.core import display |
|
12 | from IPython.core import display | |
|
13 | from IPython.core.getipython import get_ipython | |||
13 | from IPython.utils import path as ipath |
|
14 | from IPython.utils import path as ipath | |
14 |
|
15 | |||
|
16 | import IPython.testing.decorators as dec | |||
|
17 | ||||
15 | def test_image_size(): |
|
18 | def test_image_size(): | |
16 | """Simple test for display.Image(args, width=x,height=y)""" |
|
19 | """Simple test for display.Image(args, width=x,height=y)""" | |
17 | thisurl = 'http://www.google.fr/images/srpr/logo3w.png' |
|
20 | thisurl = 'http://www.google.fr/images/srpr/logo3w.png' | |
@@ -58,3 +61,58 def test_image_filename_defaults(): | |||||
58 | img = display.Image(filename=os.path.join(tpath, 'testing/tests/logo.jpg'), embed=False) |
|
61 | img = display.Image(filename=os.path.join(tpath, 'testing/tests/logo.jpg'), embed=False) | |
59 | nt.assert_equal('jpeg', img.format) |
|
62 | nt.assert_equal('jpeg', img.format) | |
60 | nt.assert_is_none(img._repr_jpeg_()) |
|
63 | nt.assert_is_none(img._repr_jpeg_()) | |
|
64 | ||||
|
65 | def _get_inline_config(): | |||
|
66 | from IPython.kernel.zmq.pylab.config import InlineBackend | |||
|
67 | return InlineBackend.instance() | |||
|
68 | ||||
|
69 | @dec.skip_without('matplotlib') | |||
|
70 | def test_set_matplotlib_close(): | |||
|
71 | cfg = _get_inline_config() | |||
|
72 | cfg.close_figures = False | |||
|
73 | display.set_matplotlib_close() | |||
|
74 | assert cfg.close_figures | |||
|
75 | display.set_matplotlib_close(False) | |||
|
76 | assert not cfg.close_figures | |||
|
77 | ||||
|
78 | _fmt_mime_map = { | |||
|
79 | 'png': 'image/png', | |||
|
80 | 'jpeg': 'image/jpeg', | |||
|
81 | 'pdf': 'application/pdf', | |||
|
82 | 'retina': 'image/png', | |||
|
83 | 'svg': 'image/svg+xml', | |||
|
84 | } | |||
|
85 | ||||
|
86 | @dec.skip_without('matplotlib') | |||
|
87 | def test_set_matplotlib_formats(): | |||
|
88 | from matplotlib.figure import Figure | |||
|
89 | formatters = get_ipython().display_formatter.formatters | |||
|
90 | for formats in [ | |||
|
91 | ('png',), | |||
|
92 | ('pdf', 'svg'), | |||
|
93 | ('jpeg', 'retina', 'png'), | |||
|
94 | (), | |||
|
95 | ]: | |||
|
96 | active_mimes = {_fmt_mime_map[fmt] for fmt in formats} | |||
|
97 | display.set_matplotlib_formats(*formats) | |||
|
98 | for mime, f in formatters.items(): | |||
|
99 | if mime in active_mimes: | |||
|
100 | nt.assert_in(Figure, f) | |||
|
101 | else: | |||
|
102 | nt.assert_not_in(Figure, f) | |||
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103 | ||||
|
104 | @dec.skip_without('matplotlib') | |||
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105 | def test_set_matplotlib_formats_kwargs(): | |||
|
106 | from matplotlib.figure import Figure | |||
|
107 | ip = get_ipython() | |||
|
108 | cfg = _get_inline_config() | |||
|
109 | cfg.print_figure_kwargs.update(dict(foo='bar')) | |||
|
110 | kwargs = dict(quality=10) | |||
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111 | display.set_matplotlib_formats('png', **kwargs) | |||
|
112 | formatter = ip.display_formatter.formatters['image/png'] | |||
|
113 | f = formatter.lookup_by_type(Figure) | |||
|
114 | cell = f.__closure__[0].cell_contents | |||
|
115 | expected = kwargs | |||
|
116 | expected.update(cfg.print_figure_kwargs) | |||
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117 | nt.assert_equal(cell, expected) | |||
|
118 |
@@ -13,17 +13,19 | |||||
13 | #----------------------------------------------------------------------------- |
|
13 | #----------------------------------------------------------------------------- | |
14 | from __future__ import print_function |
|
14 | from __future__ import print_function | |
15 |
|
15 | |||
16 | # Stdlib imports |
|
16 | import matplotlib | |
|
17 | matplotlib.use('Agg') | |||
|
18 | from matplotlib.figure import Figure | |||
17 |
|
19 | |||
18 | # Third-party imports |
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|||
19 | import matplotlib; matplotlib.use('Agg') |
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|||
20 | import nose.tools as nt |
|
20 | import nose.tools as nt | |
21 |
|
21 | |||
22 | from matplotlib import pyplot as plt |
|
22 | from matplotlib import pyplot as plt | |
23 | import numpy as np |
|
23 | import numpy as np | |
24 |
|
24 | |||
25 | # Our own imports |
|
25 | # Our own imports | |
|
26 | from IPython.core.getipython import get_ipython | |||
26 | from IPython.core.interactiveshell import InteractiveShell |
|
27 | from IPython.core.interactiveshell import InteractiveShell | |
|
28 | from IPython.core.display import _PNG, _JPEG | |||
27 | from .. import pylabtools as pt |
|
29 | from .. import pylabtools as pt | |
28 |
|
30 | |||
29 | from IPython.testing import decorators as dec |
|
31 | from IPython.testing import decorators as dec | |
@@ -62,12 +64,81 def test_figure_to_jpg(): | |||||
62 | ax = fig.add_subplot(1,1,1) |
|
64 | ax = fig.add_subplot(1,1,1) | |
63 | ax.plot([1,2,3]) |
|
65 | ax.plot([1,2,3]) | |
64 | plt.draw() |
|
66 | plt.draw() | |
65 | jpg = pt.print_figure(fig, 'jpg')[:100].lower() |
|
67 | jpg = pt.print_figure(fig, 'jpg', quality=50)[:100].lower() | |
66 |
assert jpg.startswith( |
|
68 | assert jpg.startswith(_JPEG) | |
67 |
|
69 | |||
|
70 | def test_retina_figure(): | |||
|
71 | fig = plt.figure() | |||
|
72 | ax = fig.add_subplot(1,1,1) | |||
|
73 | ax.plot([1,2,3]) | |||
|
74 | plt.draw() | |||
|
75 | png, md = pt.retina_figure(fig) | |||
|
76 | assert png.startswith(_PNG) | |||
|
77 | nt.assert_in('width', md) | |||
|
78 | nt.assert_in('height', md) | |||
|
79 | ||||
|
80 | _fmt_mime_map = { | |||
|
81 | 'png': 'image/png', | |||
|
82 | 'jpeg': 'image/jpeg', | |||
|
83 | 'pdf': 'application/pdf', | |||
|
84 | 'retina': 'image/png', | |||
|
85 | 'svg': 'image/svg+xml', | |||
|
86 | } | |||
|
87 | ||||
|
88 | def test_select_figure_formats_str(): | |||
|
89 | ip = get_ipython() | |||
|
90 | for fmt, active_mime in _fmt_mime_map.items(): | |||
|
91 | pt.select_figure_formats(ip, fmt) | |||
|
92 | for mime, f in ip.display_formatter.formatters.items(): | |||
|
93 | if mime == active_mime: | |||
|
94 | nt.assert_in(Figure, f) | |||
|
95 | else: | |||
|
96 | nt.assert_not_in(Figure, f) | |||
|
97 | ||||
|
98 | def test_select_figure_formats_kwargs(): | |||
|
99 | ip = get_ipython() | |||
|
100 | kwargs = dict(quality=10, bbox_inches='tight') | |||
|
101 | pt.select_figure_formats(ip, 'png', **kwargs) | |||
|
102 | formatter = ip.display_formatter.formatters['image/png'] | |||
|
103 | f = formatter.lookup_by_type(Figure) | |||
|
104 | cell = f.__closure__[0].cell_contents | |||
|
105 | nt.assert_equal(cell, kwargs) | |||
|
106 | ||||
|
107 | # check that the formatter doesn't raise | |||
|
108 | fig = plt.figure() | |||
|
109 | ax = fig.add_subplot(1,1,1) | |||
|
110 | ax.plot([1,2,3]) | |||
|
111 | plt.draw() | |||
|
112 | formatter.enabled = True | |||
|
113 | png = formatter(fig) | |||
|
114 | assert png.startswith(_PNG) | |||
68 |
|
115 | |||
69 | def test_import_pylab(): |
|
116 | def test_select_figure_formats_set(): | |
70 | ip = get_ipython() |
|
117 | ip = get_ipython() | |
|
118 | for fmts in [ | |||
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119 | {'png', 'svg'}, | |||
|
120 | ['png'], | |||
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121 | ('jpeg', 'pdf', 'retina'), | |||
|
122 | {'svg'}, | |||
|
123 | ]: | |||
|
124 | active_mimes = {_fmt_mime_map[fmt] for fmt in fmts} | |||
|
125 | pt.select_figure_formats(ip, fmts) | |||
|
126 | for mime, f in ip.display_formatter.formatters.items(): | |||
|
127 | if mime in active_mimes: | |||
|
128 | nt.assert_in(Figure, f) | |||
|
129 | else: | |||
|
130 | nt.assert_not_in(Figure, f) | |||
|
131 | ||||
|
132 | def test_select_figure_formats_bad(): | |||
|
133 | ip = get_ipython() | |||
|
134 | with nt.assert_raises(ValueError): | |||
|
135 | pt.select_figure_formats(ip, 'foo') | |||
|
136 | with nt.assert_raises(ValueError): | |||
|
137 | pt.select_figure_formats(ip, {'png', 'foo'}) | |||
|
138 | with nt.assert_raises(ValueError): | |||
|
139 | pt.select_figure_formats(ip, ['retina', 'pdf', 'bar', 'bad']) | |||
|
140 | ||||
|
141 | def test_import_pylab(): | |||
71 | ns = {} |
|
142 | ns = {} | |
72 | pt.import_pylab(ns, import_all=False) |
|
143 | pt.import_pylab(ns, import_all=False) | |
73 | nt.assert_true('plt' in ns) |
|
144 | nt.assert_true('plt' in ns) |
@@ -69,15 +69,16 class InlineBackend(InlineBackendConfig): | |||||
69 | help="""A set of figure formats to enable: 'png', |
|
69 | help="""A set of figure formats to enable: 'png', | |
70 | 'retina', 'jpeg', 'svg', 'pdf'.""") |
|
70 | 'retina', 'jpeg', 'svg', 'pdf'.""") | |
71 |
|
71 | |||
|
72 | def _update_figure_formatters(self): | |||
|
73 | if self.shell is not None: | |||
|
74 | select_figure_formats(self.shell, self.figure_formats, **self.print_figure_kwargs) | |||
|
75 | ||||
72 | def _figure_formats_changed(self, name, old, new): |
|
76 | def _figure_formats_changed(self, name, old, new): | |
73 | from IPython.core.pylabtools import select_figure_formats |
|
77 | from IPython.core.pylabtools import select_figure_formats | |
74 | if 'jpg' in new or 'jpeg' in new: |
|
78 | if 'jpg' in new or 'jpeg' in new: | |
75 | if not pil_available(): |
|
79 | if not pil_available(): | |
76 | raise TraitError("Requires PIL/Pillow for JPG figures") |
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80 | raise TraitError("Requires PIL/Pillow for JPG figures") | |
77 | if self.shell is None: |
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81 | self._update_figure_formatters() | |
78 | return |
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79 | else: |
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80 | select_figure_formats(self.shell, new) |
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81 |
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82 | |||
82 | figure_format = Unicode(config=True, help="""The figure format to enable (deprecated |
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83 | figure_format = Unicode(config=True, help="""The figure format to enable (deprecated | |
83 | use `figure_formats` instead)""") |
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84 | use `figure_formats` instead)""") | |
@@ -86,12 +87,13 class InlineBackend(InlineBackendConfig): | |||||
86 | if new: |
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87 | if new: | |
87 | self.figure_formats = {new} |
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88 | self.figure_formats = {new} | |
88 |
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89 | |||
89 | quality = Int(default_value=90, config=True, |
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90 | print_figure_kwargs = Dict({'bbox_inches' : 'tight'}, config=True, | |
90 | help="Quality of compression [10-100], currently for lossy JPEG only.") |
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91 | help="""Extra kwargs to be passed to fig.canvas.print_figure. | |
91 |
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92 | |||
92 | def _quality_changed(self, name, old, new): |
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93 | Logical examples include: bbox_inches, quality (for jpeg figures), etc. | |
93 | if new < 10 or new > 100: |
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94 | """ | |
94 | raise TraitError("figure JPEG quality must be in [10-100] range.") |
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95 | ) | |
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96 | _print_figure_kwargs_changed = _update_figure_formatters | |||
95 |
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97 | |||
96 | close_figures = Bool(True, config=True, |
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98 | close_figures = Bool(True, config=True, | |
97 | help="""Close all figures at the end of each cell. |
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99 | help="""Close all figures at the end of each cell. |
@@ -231,8 +231,6 Other changes | |||||
231 | 1.12.1. |
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231 | 1.12.1. | |
232 |
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232 | |||
233 | * The InlineBackend.figure_format flag now supports JPEG output if PIL/Pillow is available. |
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233 | * The InlineBackend.figure_format flag now supports JPEG output if PIL/Pillow is available. | |
234 | * The new ``InlineBackend.quality`` flag is a Integer in the range [10, 100] which controls |
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235 | the quality of figures where higher values give nicer images (currently JPEG only). |
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236 |
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234 | |||
237 | * Input transformers (see :doc:`/config/inputtransforms`) may now raise |
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235 | * Input transformers (see :doc:`/config/inputtransforms`) may now raise | |
238 | :exc:`SyntaxError` if they determine that input is invalid. The input |
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236 | :exc:`SyntaxError` if they determine that input is invalid. The input |
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