def setUp(self):
self.domain = Domain(
attributes=[ContinuousVariable('c1'),
DiscreteVariable('d1', values='abc'),
DiscreteVariable('d2', values='def')],
class_vars=[DiscreteVariable('d3', values='ghi')],
metas=[ContinuousVariable('c2'),
DiscreteVariable('d4', values='jkl')]
)
self.args = (self.domain,
{'c1': Continuous, 'd1': Discrete,
'd2': Discrete, 'd3': Discrete},
{'c2': Continuous, 'd4': Discrete, })
self.handler = SelectAttributesDomainContextHandler(first_match=False)
self.handler.read_defaults = lambda: None
class TestSelectAttributesDomainContextHandler(TestCase):
def setUp(self):
self.handler = SelectAttributesDomainContextHandler()
self.handler.read_defaults = lambda: None # Disable reading settings from disk
self.handler.bind(MockWidget)
def test_clone_context(self):
context = self.handler.new_context()
iris = Table('iris')
attrs, metas = self.handler.encode_domain(iris.domain)
self.handler.clone_context(context, iris.domain, attrs, metas)
class TestSelectAttributesDomainContextHandler(TestCase):
def setUp(self):
self.domain = Domain(attributes=[
ContinuousVariable('c1'),
DiscreteVariable('d1', values='abc'),
DiscreteVariable('d2', values='def')
],
class_vars=[DiscreteVariable('d3', values='ghi')],
metas=[
ContinuousVariable('c2'),
DiscreteVariable('d4', values='jkl')
])
self.args = (self.domain, {
'c1': Continuous,
'd1': Discrete,
'd2': Discrete,
'd3': Discrete
}, {
'c2': Continuous,
'd4': Discrete,
})
self.handler = SelectAttributesDomainContextHandler(first_match=False)
self.handler.read_defaults = lambda: None
def test_open_context(self):
self.handler.bind(SimpleWidget)
context = Mock(attributes=self.args[1],
metas=self.args[2],
values=dict(domain_role_hints=({
('d1', Discrete): ('available', 0),
('d2', Discrete): ('meta', 0),
('c1', Continuous): ('attribute', 0),
('d3', Discrete): ('attribute', 1),
('d4', Discrete): ('attribute', 2),
('c2', Continuous): ('class', 0)
}, -2),
with_metas=[('d1', Discrete),
('d2', Discrete)]))
self.handler.global_contexts = \
[Mock(values={}), context, Mock(values={})]
widget = SimpleWidget()
self.handler.initialize(widget)
domain = self.args[0]
self.handler.open_context(widget, domain)
self.assertEqual(
widget.domain_role_hints, {
domain['d1']: ('available', 0),
domain['d2']: ('meta', 0),
domain['c1']: ('attribute', 0),
domain['d3']: ('attribute', 1),
domain['d4']: ('attribute', 2),
domain['c2']: ('class', 0)
})
def test_open_context_with_imperfect_match(self):
self.handler.bind(SimpleWidget)
context1 = Mock(values=dict(domain_role_hints=({
('d1', Discrete): ('attribute', 0),
('m2', Discrete): ('meta', 0)
}, -2)))
context = Mock(values=dict(domain_role_hints=({
('d1', Discrete): ('available', 0),
('d2', Discrete): ('meta', 0),
('c1', Continuous): ('attribute', 0),
('d6', Discrete): ('attribute', 1),
('d7', Discrete): ('attribute', 2),
('c2', Continuous): ('class', 0)
}, -2)))
self.handler.global_contexts = \
[Mock(values={}), context1, context, Mock(values={})]
widget = SimpleWidget()
self.handler.initialize(widget)
domain = self.args[0]
self.handler.open_context(widget, domain)
self.assertEqual(
widget.domain_role_hints, {
domain['d1']: ('available', 0),
domain['d2']: ('meta', 0),
domain['c1']: ('attribute', 0),
domain['c2']: ('class', 0)
})
def setUp(self):
self.handler = SelectAttributesDomainContextHandler()
self.handler.read_defaults = lambda: None # Disable reading settings from disk
self.handler.bind(MockWidget)
