def test_combined_1(self):
line = "Layout plot[fig_inches=(3,3) foo='bar baz'] Layout (string='foo')"
expected= {'Layout':
{'plot':
Options(foo='bar baz', fig_inches=(3, 3)),
'style': Options(string='foo')}}
self.assertEqual(OptsSpec.parse(line), expected)
def test_plot_opts_with_space(self):
"Space in the tuple, see issue #77"
line = "Layout [fig_inches=(3, 3) title_format='foo bar']"
expected= {'Layout':
{'plot':
Options(title_format='foo bar', fig_inches=(3, 3))}}
self.assertEqual(OptsSpec.parse(line), expected)
def test_style_opts_intermediate_explicit(self):
line = "Layout style(string='foo' test=3, b=True )"
expected= {'Layout':{
'style': Options(string='foo',
test=3,
b=True)}}
self.assertEqual(OptsSpec.parse(line), expected)
def test_style_opts_advanced(self):
line = "Layout (string='foo' test=3, b=True color=Cycle(values=[1,2]))"
expected= {'Layout':{
'style': Options(string='foo',
test=3,
b=True,
color=Cycle(values=[1,2]))}}
self.assertEqual(OptsSpec.parse(line), expected)
def test_style_opts_multiple_paths(self):
line = "Image Curve (color='beautiful')"
expected = {'Image':
{'style':
Options(color='beautiful')},
'Curve':
{'style':
Options(color='beautiful')}}
self.assertEqual(OptsSpec.parse(line), expected)
def test_norm_opts_multiple_paths(self):
line = "Image Curve {+axiswise +framewise}"
expected = {'Image':
{'norm':
Options(axiswise=True, framewise=True)},
'Curve':
{'norm':
Options(axiswise=True, framewise=True)}}
self.assertEqual(OptsSpec.parse(line), expected)
def test_combined_two_types_2(self):
line = "Layout plot[fig_inches=(3, 3)] Image (string='foo') [foo='bar baz']"
expected= {'Layout':
{'plot':
Options(fig_inches=(3, 3))},
'Image': {
'style': Options(string='foo'),
'plot': Options(foo='bar baz')}}
self.assertEqual(OptsSpec.parse(line), expected)
def test_plot_opts_multiple_paths(self):
line = "Image Curve [fig_inches=(3, 3) title_format='foo bar']"
expected = {'Image':
{'plot':
Options(title_format='foo bar', fig_inches=(3, 3))},
'Curve':
{'plot':
Options(title_format='foo bar', fig_inches=(3, 3))}}
self.assertEqual(OptsSpec.parse(line), expected)
def test_style_opts_dict_without_space(self):
line = "Curve (fontsize={'xlabel': 10,'title': 20})"
expected = {
'Curve': {
'style': Options(fontsize={
'xlabel': 10,
'title': 20
})
}
}
self.assertEqual(OptsSpec.parse(line), expected)
def test_style_opts_multiple_paths(self):
line = "Image Curve (color='beautiful')"
expected = {
'Image': {
'style': Options(color='beautiful')
},
'Curve': {
'style': Options(color='beautiful')
}
}
self.assertEqual(OptsSpec.parse(line), expected)
def test_plot_opts_dict_without_space(self):
line = "Curve [fontsize=dict(xlabel=10,title=20)]"
expected = {
'Curve': {
'plot': Options(fontsize={
'xlabel': 10,
'title': 20
})
}
}
self.assertEqual(OptsSpec.parse(line), expected)
def test_norm_opts_multiple_paths(self):
line = "Image Curve {+axiswise +framewise}"
expected = {
'Image': {
'norm': Options(axiswise=True, framewise=True)
},
'Curve': {
'norm': Options(axiswise=True, framewise=True)
}
}
self.assertEqual(OptsSpec.parse(line), expected)
def test_combined_two_types_1(self):
line = "Layout plot[fig_inches=(3,3) foo='bar baz'] Image (string='foo')"
expected = {
'Layout': {
'plot': Options(foo='bar baz', fig_inches=(3, 3))
},
'Image': {
'style': Options(string='foo')
}
}
self.assertEqual(OptsSpec.parse(line), expected)
def test_plot_opts_multiple_paths(self):
line = "Image Curve [fig_inches=(3, 3) title_format='foo bar']"
expected = {
'Image': {
'plot': Options(title_format='foo bar', fig_inches=(3, 3))
},
'Curve': {
'plot': Options(title_format='foo bar', fig_inches=(3, 3))
}
}
self.assertEqual(OptsSpec.parse(line), expected)
def test_style_opts_advanced(self):
line = "Layout (string='foo' test=3, b=True color=Cycle(values=[1,2]))"
expected = {
'Layout': {
'style':
Options(string='foo',
test=3,
b=True,
color=Cycle(values=[1, 2]))
}
}
self.assertEqual(OptsSpec.parse(line), expected)
def test_combined_multiple_paths_merge(self):
line = "Image Curve [fig_inches=(3, 3)] (c='b') Image (s=3)"
expected = {
'Image': {
'plot': Options(fig_inches=(3, 3)),
'style': Options(c='b', s=3)
},
'Curve': {
'plot': Options(fig_inches=(3, 3)),
'style': Options(c='b')
}
}
self.assertEqual(OptsSpec.parse(line), expected)
def test_combined_multiple_paths_merge(self):
line = "Image Curve [fig_inches=(3, 3)] (c='b') Image (s=3)"
expected = {'Image':
{'plot':
Options(fig_inches=(3, 3)),
'style':
Options(c='b', s=3)},
'Curve':
{'plot':
Options(fig_inches=(3, 3)),
'style':
Options(c='b')}}
self.assertEqual(OptsSpec.parse(line), expected)
def test_plot_opts_multiple_paths_2(self):
line = "Image Curve Layout Overlay[fig_inches=(3, 3) title='foo bar']"
expected = {'Image':
{'plot':
Options(title='foo bar', fig_inches=(3, 3))},
'Curve':
{'plot':
Options(title='foo bar', fig_inches=(3, 3))},
'Layout':
{'plot':
Options(title='foo bar', fig_inches=(3, 3))},
'Overlay':
{'plot':
Options(title='foo bar', fig_inches=(3, 3))}}
self.assertEqual(OptsSpec.parse(line), expected)
def test_style_opts_cycle_function(self):
# Explicitly compare because list of arrays do not compare correctly
import numpy as np
np.random.seed(42)
line = "Curve (color=Cycle(values=list(np.random.rand(3,3))))"
options = OptsSpec.parse(line, {'np': np, 'Cycle': Cycle})
self.assertTrue('Curve' in options)
self.assertTrue('style' in options['Curve'])
self.assertTrue('color' in options['Curve']['style'].kwargs)
self.assertTrue(isinstance(options['Curve']['style'].kwargs['color'], Cycle))
values = np.array([[ 0.37454012, 0.95071431, 0.73199394],
[ 0.59865848, 0.15601864, 0.15599452],
[ 0.05808361, 0.86617615, 0.60111501]])
self.assertEqual(np.array(options['Curve']['style'].kwargs['color'].values),
values)
def test_style_opts_cycle_function(self):
# Explicitly compare because list of arrays do not compare correctly
import numpy as np
np.random.seed(42)
line = "Curve (color=Cycle(values=list(np.random.rand(3,3))))"
options = OptsSpec.parse(line, {'np': np, 'Cycle': Cycle})
self.assertTrue('Curve' in options)
self.assertTrue('style' in options['Curve'])
self.assertTrue('color' in options['Curve']['style'].kwargs)
self.assertTrue(
isinstance(options['Curve']['style'].kwargs['color'], Cycle))
values = np.array([[0.37454012, 0.95071431, 0.73199394],
[0.59865848, 0.15601864, 0.15599452],
[0.05808361, 0.86617615, 0.60111501]])
self.assertEqual(
np.array(options['Curve']['style'].kwargs['color'].values), values)
def test_plot_opts_multiple_paths_2(self):
line = "Image Curve Layout Overlay[fig_inches=(3, 3) title='foo bar']"
expected = {
'Image': {
'plot': Options(title='foo bar', fig_inches=(3, 3))
},
'Curve': {
'plot': Options(title='foo bar', fig_inches=(3, 3))
},
'Layout': {
'plot': Options(title='foo bar', fig_inches=(3, 3))
},
'Overlay': {
'plot': Options(title='foo bar', fig_inches=(3, 3))
}
}
self.assertEqual(OptsSpec.parse(line), expected)
def test_combined_multiple_paths(self):
line = "Image Curve {+framewise} [fig_inches=(3, 3) title='foo bar'] (c='b') Layout [string='foo'] Overlay"
expected = {
'Image': {
'norm': Options(framewise=True, axiswise=False),
'plot': Options(title='foo bar', fig_inches=(3, 3)),
'style': Options(c='b')
},
'Curve': {
'norm': Options(framewise=True, axiswise=False),
'plot': Options(title='foo bar', fig_inches=(3, 3)),
'style': Options(c='b')
},
'Layout': {
'plot': Options(string='foo')
},
'Overlay': {}
}
self.assertEqual(OptsSpec.parse(line), expected)
def test_combined_multiple_paths(self):
line = "Image Curve {+framewise} [fig_inches=(3, 3) title_format='foo bar'] (c='b') Layout [string='foo'] Overlay"
expected = {'Image':
{'norm':
Options(framewise=True, axiswise=False),
'plot':
Options(title_format='foo bar', fig_inches=(3, 3)),
'style':
Options(c='b')},
'Curve':
{'norm':
Options(framewise=True, axiswise=False),
'plot':
Options(title_format='foo bar', fig_inches=(3, 3)),
'style':
Options(c='b')},
'Layout':
{'plot':
Options(string='foo')},
'Overlay':
{}}
self.assertEqual(OptsSpec.parse(line), expected)
def test_combined_multiple_paths_merge_precedence(self):
line = "Image (s=0, c='b') Image (s=3)"
expected = {'Image':
{'style':
Options(c='b', s=3)}}
self.assertEqual(OptsSpec.parse(line), expected)
def opts(self, line='', cell=None):
"""
The opts line/cell magic with tab-completion.
%%opts [ [path] [normalization] [plotting options] [style options]]+
path: A dotted type.group.label specification
(e.g. Image.Grayscale.Photo)
normalization: List of normalization options delimited by braces.
One of | -axiswise | -framewise | +axiswise | +framewise |
E.g. { +axiswise +framewise }
plotting options: List of plotting option keywords delimited by
square brackets. E.g. [show_title=False]
style options: List of style option keywords delimited by
parentheses. E.g. (lw=10 marker='+')
Note that commas between keywords are optional (not
recommended) and that keywords must end in '=' without a
separating space.
More information may be found in the class docstring of
util.parser.OptsSpec.
"""
line, cell = self._partition_lines(line, cell)
try:
spec = OptsSpec.parse(line, ns=self.shell.user_ns)
except SyntaxError:
display(HTML("<b>Invalid syntax</b>: Consult <tt>%%opts?</tt> for more information."))
return
# Make sure the specified elements exist in the loaded backends
available_elements = set()
for backend in Store.loaded_backends():
available_elements |= set(Store.options(backend).children)
spec_elements = set(k.split('.')[0] for k in spec.keys())
unknown_elements = spec_elements - available_elements
if unknown_elements:
msg = ("<b>WARNING:</b> Unknown elements {unknown} not registered "
"with any of the loaded backends.")
display(HTML(msg.format(unknown=', '.join(unknown_elements))))
if cell:
self.register_custom_spec(spec)
# Process_element is invoked when the cell is run.
self.shell.run_cell(cell, store_history=STORE_HISTORY)
else:
errmsg = StoreOptions.validation_error_message(spec)
if errmsg:
OptsMagic.error_message = None
sys.stderr.write(errmsg)
if self.strict:
display(HTML('Options specification will not be applied.'))
return
with options_policy(skip_invalid=True, warn_on_skip=False):
StoreOptions.apply_customizations(spec, Store.options())
OptsMagic.error_message = None
def test_style_opts_simple_explicit(self):
line = "Layout style(string='foo')"
expected = {'Layout': {'style': Options(string='foo')}}
self.assertEqual(OptsSpec.parse(line), expected)
def test_style_opts_intermediate_explicit(self):
line = "Layout style(string='foo' test=3, b=True )"
expected = {'Layout': {'style': Options(string='foo', test=3, b=True)}}
self.assertEqual(OptsSpec.parse(line), expected)
def test_combined_multiple_paths_merge_precedence(self):
line = "Image (s=0, c='b') Image (s=3)"
expected = {'Image': {'style': Options(c='b', s=3)}}
self.assertEqual(OptsSpec.parse(line), expected)
def test_style_opts_simple(self):
line = "Layout (string='foo')"
expected= {'Layout':{
'style': Options(string='foo')}}
self.assertEqual(OptsSpec.parse(line), expected)
def test_plot_opts_nested_brackets(self):
line = "Curve [title_format=', '.join(('A', 'B'))]"
expected = {'Curve': {'plot': Options(title_format='A, B')}}
self.assertEqual(OptsSpec.parse(line), expected)
def test_plot_opts_with_space_explicit(self):
line = "Layout plot[fig_inches=(3, 3) title_format='foo bar']"
expected= {'Layout':
{'plot':
Options(title_format='foo bar', fig_inches=(3, 3))}}
self.assertEqual(OptsSpec.parse(line), expected)
def test_style_opts_dict_without_space(self):
line = "Curve (fontsize={'xlabel': 10,'title': 20})"
expected = {'Curve': {'style': Options(fontsize={'xlabel': 10, 'title': 20})}}
self.assertEqual(OptsSpec.parse(line), expected)
def test_plot_opts_nested_brackets(self):
line = "Curve [title=', '.join(('A', 'B'))]"
expected = {'Curve': {'plot': Options(title='A, B')}}
self.assertEqual(OptsSpec.parse(line), expected)
def test_plot_opts_dict_without_space(self):
line = "Curve [fontsize=dict(xlabel=10,title=20)]"
expected = {'Curve': {'plot': Options(fontsize={'xlabel': 10, 'title': 20})}}
self.assertEqual(OptsSpec.parse(line), expected)
def test_style_opts_cycle_list(self):
line = "Curve (color=Cycle(values=['r', 'g', 'b']))"
expected = {'Curve': {'style': Options(color=Cycle(values=['r', 'g', 'b']))}}
self.assertEqual(OptsSpec.parse(line, {'Cycle': Cycle}), expected)
def test_plot_opts_simple(self):
line = "Layout [fig_inches=(3,3) title='foo bar']"
expected= {'Layout':
{'plot':
Options(title='foo bar', fig_inches=(3, 3))}}
self.assertEqual(OptsSpec.parse(line), expected)
def test_norm_opts_simple_explicit_2(self):
line = "Layout norm{+axiswise +framewise}"
expected= {'Layout':
{'norm': Options(axiswise=True, framewise=True)}}
self.assertEqual(OptsSpec.parse(line), expected)
def opts(self, line='', cell=None):
"""
The opts line/cell magic with tab-completion.
%%opts [ [path] [normalization] [plotting options] [style options]]+
path: A dotted type.group.label specification
(e.g. Image.Grayscale.Photo)
normalization: List of normalization options delimited by braces.
One of | -axiswise | -framewise | +axiswise | +framewise |
E.g. { +axiswise +framewise }
plotting options: List of plotting option keywords delimited by
square brackets. E.g. [show_title=False]
style options: List of style option keywords delimited by
parentheses. E.g. (lw=10 marker='+')
Note that commas between keywords are optional (not
recommended) and that keywords must end in '=' without a
separating space.
More information may be found in the class docstring of
util.parser.OptsSpec.
"""
line, cell = self._partition_lines(line, cell)
try:
spec = OptsSpec.parse(line, ns=self.shell.user_ns)
except SyntaxError:
display(HTML("<b>Invalid syntax</b>: Consult <tt>%%opts?</tt> for more information."))
return
# Make sure the specified elements exist in the loaded backends
available_elements = set()
for backend in Store.loaded_backends():
available_elements |= set(Store.options(backend).children)
spec_elements = set(k.split('.')[0] for k in spec.keys())
unknown_elements = spec_elements - available_elements
if unknown_elements:
msg = ("<b>WARNING:</b> Unknown elements {unknown} not registered "
"with any of the loaded backends.")
display(HTML(msg.format(unknown=', '.join(unknown_elements))))
if cell:
self.register_custom_spec(spec)
# Process_element is invoked when the cell is run.
self.shell.run_cell(cell, store_history=STORE_HISTORY)
else:
errmsg = StoreOptions.validation_error_message(spec)
if errmsg:
OptsMagic.error_message = None
sys.stderr.write(errmsg)
if self.strict:
display(HTML('Options specification will not be applied.'))
return
with options_policy(skip_invalid=True, warn_on_skip=False):
StoreOptions.apply_customizations(spec, Store.options())
OptsMagic.error_message = None
def test_norm_opts_simple_explicit_2(self):
line = "Layout norm{+axiswise +framewise}"
expected = {'Layout': {'norm': Options(axiswise=True, framewise=True)}}
self.assertEqual(OptsSpec.parse(line), expected)