def test_variable_model(self):
model = VariableListModel()
self.assertEqual(model.effective_name(model.index(-1, -1)), None)
def data(row, role):
return model.data(model.index(row, ), role)
def set_data(row, data, role):
model.setData(model.index(row), data, role)
model[:] = [
RealVector(Real("A", (3, "g"), (), False), lambda: MArray([])),
RealVector(Real("B", (3, "g"), (), False), lambda: MArray([])),
]
self.assertEqual(data(0, Qt.DisplayRole), "A")
self.assertEqual(data(1, Qt.DisplayRole), "B")
self.assertEqual(model.effective_name(model.index(1)), "B")
set_data(1, [Rename("A")], TransformRole)
self.assertEqual(model.effective_name(model.index(1)), "A")
self.assertEqual(data(0, MultiplicityRole), 2)
self.assertEqual(data(1, MultiplicityRole), 2)
set_data(1, [], TransformRole)
self.assertEqual(data(0, MultiplicityRole), 1)
self.assertEqual(data(1, MultiplicityRole), 1)
class TestEditors(GuiTest):
def test_variable_editor(self):
w = VariableEditor()
self.assertEqual(w.get_data(), (None, []))
v = String("S", (("A", "1"), ("B", "b")))
w.set_data(v, [])
self.assertEqual(w.name_edit.text(), v.name)
self.assertEqual(w.labels_model.get_dict(), {"A": "1", "B": "b"})
self.assertEqual(w.get_data(), (v, []))
w.set_data(None)
self.assertEqual(w.name_edit.text(), "")
self.assertEqual(w.labels_model.get_dict(), {})
self.assertEqual(w.get_data(), (None, []))
w.set_data(v, [Rename("T"), Annotate((("a", "1"), ("b", "2")))])
self.assertEqual(w.name_edit.text(), "T")
self.assertEqual(w.labels_model.rowCount(), 2)
add = w.findChild(QAction, "action-add-label")
add.trigger()
remove = w.findChild(QAction, "action-delete-label")
remove.trigger()
def test_continuous_editor(self):
w = ContinuousVariableEditor()
self.assertEqual(w.get_data(), (None, []))
v = Real("X", (-1, ""), (("A", "1"), ("B", "b")))
w.set_data(v, [])
self.assertEqual(w.name_edit.text(), v.name)
self.assertEqual(w.labels_model.get_dict(), dict(v.annotations))
w.set_data(None)
self.assertEqual(w.name_edit.text(), "")
self.assertEqual(w.labels_model.get_dict(), {})
self.assertEqual(w.get_data(), (None, []))
def test_discrete_editor(self):
w = DiscreteVariableEditor()
self.assertEqual(w.get_data(), (None, []))
v = Categorical("C", ("a", "b", "c"), (("A", "1"), ("B", "b")))
w.set_data(v)
self.assertEqual(w.name_edit.text(), v.name)
self.assertFalse(w.ordered_cb.isChecked())
self.assertEqual(w.labels_model.get_dict(), dict(v.annotations))
self.assertEqual(w.get_data(), (v, []))
w.set_data(None)
self.assertEqual(w.name_edit.text(), "")
self.assertEqual(w.labels_model.get_dict(), {})
self.assertEqual(w.get_data(), (None, []))
mapping = [("c", "C"), ("a", "A"), ("b", None), (None, "b")]
w.set_data(v, [CategoriesMapping(mapping)])
w.grab() # run delegate paint method
self.assertEqual(w.get_data(), (v, [CategoriesMapping(mapping)]))
w.set_data(v, [CategoriesMapping(mapping), ChangeOrdered(True)])
self.assertTrue(w.ordered_cb.isChecked())
self.assertEqual(w.get_data()[1],
[CategoriesMapping(mapping),
ChangeOrdered(True)])
# test selection/deselection in the view
w.set_data(v)
view = w.values_edit
model = view.model()
assert model.rowCount()
sel_model = view.selectionModel()
model = sel_model.model()
sel_model.select(model.index(0, 0), QItemSelectionModel.Select)
sel_model.select(model.index(0, 0), QItemSelectionModel.Deselect)
# merge mapping
mapping = [("a", "a"), ("b", "b"), ("c", "b")]
w.set_data(v, [CategoriesMapping(mapping)])
self.assertEqual(w.get_data()[1], [CategoriesMapping(mapping)])
self.assertEqual(model.data(model.index(0, 0), MultiplicityRole), 1)
self.assertEqual(model.data(model.index(1, 0), MultiplicityRole), 2)
self.assertEqual(model.data(model.index(2, 0), MultiplicityRole), 2)
w.grab()
model.setData(model.index(0, 0), "b", Qt.EditRole)
self.assertEqual(model.data(model.index(0, 0), MultiplicityRole), 3)
self.assertEqual(model.data(model.index(1, 0), MultiplicityRole), 3)
self.assertEqual(model.data(model.index(2, 0), MultiplicityRole), 3)
w.grab()
def test_discrete_editor_add_remove_action(self):
w = DiscreteVariableEditor()
v = Categorical("C", ("a", "b", "c"), (("A", "1"), ("B", "b")))
w.set_data(v)
action_add = w.add_new_item
action_remove = w.remove_item
view = w.values_edit
model, selection = view.model(), view.selectionModel()
selection.clear()
action_add.trigger()
self.assertTrue(view.state() == view.EditingState)
editor = view.focusWidget()
assert isinstance(editor, QLineEdit)
spy = QSignalSpy(model.dataChanged)
QTest.keyClick(editor, Qt.Key_D)
QTest.keyClick(editor, Qt.Key_Return)
self.assertTrue(model.rowCount() == 4)
# The commit to model is executed via a queued invoke
self.assertTrue(bool(spy) or spy.wait())
self.assertEqual(model.index(3, 0).data(Qt.EditRole), "d")
# remove it
spy = QSignalSpy(model.rowsRemoved)
action_remove.trigger()
self.assertEqual(model.rowCount(), 3)
self.assertEqual(len(spy), 1)
_, first, last = spy[0]
self.assertEqual((first, last), (3, 3))
# remove/drop and existing value
selection.select(model.index(1, 0), QItemSelectionModel.ClearAndSelect)
removespy = QSignalSpy(model.rowsRemoved)
changedspy = QSignalSpy(model.dataChanged)
action_remove.trigger()
self.assertEqual(len(removespy), 0, "Should only mark item as removed")
self.assertGreaterEqual(len(changedspy), 1, "Did not change data")
w.grab()
def test_discrete_editor_merge_action(self):
w = DiscreteVariableEditor()
v = Categorical("C", ("a", "b", "c"), (("A", "1"), ("B", "b")))
w.set_data(v)
action = w.merge_items
self.assertFalse(action.isEnabled())
view = w.values_edit
model = view.model()
selmodel = view.selectionModel() # type: QItemSelectionModel
selmodel.select(QItemSelection(model.index(0, 0), model.index(1, 0)),
QItemSelectionModel.ClearAndSelect)
self.assertTrue(action.isEnabled())
# trigger the action, then find the active popup, and simulate entry
spy = QSignalSpy(w.variable_changed)
w.merge_items.trigger()
cb = w.findChild(QComboBox)
cb.setCurrentText("BA")
cb.activated[str].emit("BA")
cb.close()
self.assertEqual(model.index(0, 0).data(Qt.EditRole), "BA")
self.assertEqual(model.index(1, 0).data(Qt.EditRole), "BA")
self.assertSequenceEqual(list(spy), [[]],
'variable_changed should emit exactly once')
def test_time_editor(self):
w = TimeVariableEditor()
self.assertEqual(w.get_data(), (None, []))
v = Time("T", (("A", "1"), ("B", "b")))
w.set_data(v, )
self.assertEqual(w.name_edit.text(), v.name)
self.assertEqual(w.labels_model.get_dict(), dict(v.annotations))
w.set_data(None)
self.assertEqual(w.name_edit.text(), "")
self.assertEqual(w.labels_model.get_dict(), {})
self.assertEqual(w.get_data(), (None, []))
DataVectors = [
CategoricalVector(
Categorical("A", ("a", "aa"), ()),
lambda: MArray([0, 1, 2], mask=[False, False, True])),
RealVector(Real("B", (6, "f"), ()),
lambda: MArray([0.1, 0.2, 0.3], mask=[True, False, True])),
TimeVector(
Time("T", ()), lambda: MArray(
[0, 100, 200], dtype="M8[us]", mask=[True, False, True])),
StringVector(
String("S", ()), lambda: MArray(
["0", "1", "2"], dtype=object, mask=[True, False, True])),
]
ReinterpretTransforms = {
Categorical: AsCategorical,
Real: AsContinuous,
Time: AsTime,
String: AsString
}
def test_reinterpret_editor(self):
w = ReinterpretVariableEditor()
self.assertEqual(w.get_data(), (None, []))
data = self.DataVectors[0]
w.set_data(data, )
self.assertEqual(w.get_data(), (data.vtype, []))
w.set_data(data, [Rename("Z")])
self.assertEqual(w.get_data(), (data.vtype, [Rename("Z")]))
for vec, tr in product(self.DataVectors,
self.ReinterpretTransforms.values()):
w.set_data(vec, [tr()])
v, tr_ = w.get_data()
self.assertEqual(v, vec.vtype)
if not tr_:
self.assertEqual(tr, self.ReinterpretTransforms[type(v)])
else:
self.assertEqual(tr_, [tr()])
def test_reinterpret_editor_simulate(self):
w = ReinterpretVariableEditor()
tc = w.findChild(QComboBox, name="type-combo")
def cb():
var, tr = w.get_data()
type_ = tc.currentData()
if type_ is not type(var):
self.assertEqual(
tr, [self.ReinterpretTransforms[type_](),
Rename("Z")])
else:
self.assertEqual(tr, [Rename("Z")])
for vec in self.DataVectors:
w.set_data(vec, [Rename("Z")])
simulate.combobox_run_through_all(tc, callback=cb)
class TestEditors(GuiTest):
def test_variable_editor(self):
w = VariableEditor()
self.assertEqual(w.get_data(), (None, []))
v = String("S", (("A", "1"), ("B", "b")), False)
w.set_data(v, [])
self.assertEqual(w.name_edit.text(), v.name)
self.assertEqual(w.labels_model.get_dict(), {"A": "1", "B": "b"})
self.assertEqual(w.get_data(), (v, []))
w.set_data(None)
self.assertEqual(w.name_edit.text(), "")
self.assertEqual(w.labels_model.get_dict(), {})
self.assertEqual(w.get_data(), (None, []))
w.set_data(v, [Rename("T"), Annotate((("a", "1"), ("b", "2")))])
self.assertEqual(w.name_edit.text(), "T")
self.assertEqual(w.labels_model.rowCount(), 2)
add = w.findChild(QAction, "action-add-label")
add.trigger()
remove = w.findChild(QAction, "action-delete-label")
remove.trigger()
def test_continuous_editor(self):
w = ContinuousVariableEditor()
self.assertEqual(w.get_data(), (None, []))
v = Real("X", (-1, ""), (("A", "1"), ("B", "b")), False)
w.set_data(v, [])
self.assertEqual(w.name_edit.text(), v.name)
self.assertEqual(w.labels_model.get_dict(), dict(v.annotations))
w.set_data(None)
self.assertEqual(w.name_edit.text(), "")
self.assertEqual(w.labels_model.get_dict(), {})
self.assertEqual(w.get_data(), (None, []))
def test_discrete_editor(self):
w = DiscreteVariableEditor()
self.assertEqual(w.get_data(), (None, []))
v = Categorical("C", ("a", "b", "c"), (("A", "1"), ("B", "b")), False)
values = [0, 0, 0, 1, 1, 2]
w.set_data_categorical(v, values)
self.assertEqual(w.name_edit.text(), v.name)
self.assertEqual(w.labels_model.get_dict(), dict(v.annotations))
self.assertEqual(w.get_data(), (v, []))
w.set_data_categorical(None, None)
self.assertEqual(w.name_edit.text(), "")
self.assertEqual(w.labels_model.get_dict(), {})
self.assertEqual(w.get_data(), (None, []))
mapping = [("c", "C"), ("a", "A"), ("b", None), (None, "b")]
w.set_data_categorical(v, values, [CategoriesMapping(mapping)])
w.grab() # run delegate paint method
self.assertEqual(w.get_data(), (v, [CategoriesMapping(mapping)]))
# test selection/deselection in the view
w.set_data_categorical(v, values)
view = w.values_edit
model = view.model()
assert model.rowCount()
sel_model = view.selectionModel()
model = sel_model.model()
sel_model.select(model.index(0, 0), QItemSelectionModel.Select)
sel_model.select(model.index(0, 0), QItemSelectionModel.Deselect)
# merge mapping
mapping = [("a", "a"), ("b", "b"), ("c", "b")]
w.set_data_categorical(v, values, [CategoriesMapping(mapping)])
self.assertEqual(w.get_data()[1], [CategoriesMapping(mapping)])
self.assertEqual(model.data(model.index(0, 0), MultiplicityRole), 1)
self.assertEqual(model.data(model.index(1, 0), MultiplicityRole), 2)
self.assertEqual(model.data(model.index(2, 0), MultiplicityRole), 2)
w.grab()
model.setData(model.index(0, 0), "b", Qt.EditRole)
self.assertEqual(model.data(model.index(0, 0), MultiplicityRole), 3)
self.assertEqual(model.data(model.index(1, 0), MultiplicityRole), 3)
self.assertEqual(model.data(model.index(2, 0), MultiplicityRole), 3)
w.grab()
def test_discrete_editor_add_remove_action(self):
w = DiscreteVariableEditor()
v = Categorical("C", ("a", "b", "c"), (("A", "1"), ("B", "b")), False)
values = [0, 0, 0, 1, 1, 2]
w.set_data_categorical(v, values)
action_add = w.add_new_item
action_remove = w.remove_item
view = w.values_edit
model, selection = view.model(), view.selectionModel()
selection.clear()
action_add.trigger()
self.assertTrue(view.state() == view.EditingState)
editor = view.focusWidget()
assert isinstance(editor, QLineEdit)
spy = QSignalSpy(model.dataChanged)
QTest.keyClick(editor, Qt.Key_D)
QTest.keyClick(editor, Qt.Key_Return)
self.assertTrue(model.rowCount() == 4)
# The commit to model is executed via a queued invoke
self.assertTrue(bool(spy) or spy.wait())
self.assertEqual(model.index(3, 0).data(Qt.EditRole), "d")
# remove it
spy = QSignalSpy(model.rowsRemoved)
action_remove.trigger()
self.assertEqual(model.rowCount(), 3)
self.assertEqual(len(spy), 1)
_, first, last = spy[0]
self.assertEqual((first, last), (3, 3))
# remove/drop and existing value
selection.select(model.index(1, 0), QItemSelectionModel.ClearAndSelect)
removespy = QSignalSpy(model.rowsRemoved)
changedspy = QSignalSpy(model.dataChanged)
action_remove.trigger()
self.assertEqual(len(removespy), 0, "Should only mark item as removed")
self.assertGreaterEqual(len(changedspy), 1, "Did not change data")
w.grab()
# mocking exec make dialog never show - dialog blocks running until closed
@patch("Orange.widgets.data.oweditdomain.GroupItemsDialog.exec",
Mock(side_effect=lambda: QDialog.Accepted))
def test_discrete_editor_merge_action(self):
"""
This function check whether results of dialog have effect on
merging the attributes. The dialog itself is tested separately.
"""
w = DiscreteVariableEditor()
v = Categorical("C", ("a", "b", "c"), (("A", "1"), ("B", "b")), False)
w.set_data_categorical(
v, [0, 0, 0, 1, 1, 2],
[CategoriesMapping([
("a", "AA"),
("b", "BB"),
("c", "CC"),
])])
view = w.values_edit
model = view.model()
selmodel = view.selectionModel() # type: QItemSelectionModel
selmodel.select(QItemSelection(model.index(0, 0), model.index(1, 0)),
QItemSelectionModel.ClearAndSelect)
spy = QSignalSpy(w.variable_changed)
w.merge_items.trigger()
self.assertEqual(model.index(0, 0).data(Qt.EditRole), "other")
self.assertEqual(model.index(1, 0).data(Qt.EditRole), "other")
self.assertEqual(model.index(2, 0).data(Qt.EditRole), "CC")
self.assertSequenceEqual(list(spy), [[]],
'variable_changed should emit exactly once')
def test_discrete_editor_rename_selected_items_action(self):
w = DiscreteVariableEditor()
v = Categorical("C", ("a", "b", "c"), (("A", "1"), ("B", "b")), False)
w.set_data_categorical(v, [])
action = w.rename_selected_items
view = w.values_edit
model = view.model()
selmodel = view.selectionModel() # type: QItemSelectionModel
selmodel.select(QItemSelection(model.index(0, 0), model.index(1, 0)),
QItemSelectionModel.ClearAndSelect)
# trigger the action, then find the active popup, and simulate entry
spy = QSignalSpy(w.variable_changed)
with patch.object(QComboBox, "setVisible", return_value=None) as m:
action.trigger()
m.assert_called()
cb = view.findChild(QComboBox)
cb.setCurrentText("BA")
view.commitData(cb)
self.assertEqual(model.index(0, 0).data(Qt.EditRole), "BA")
self.assertEqual(model.index(1, 0).data(Qt.EditRole), "BA")
self.assertSequenceEqual(list(spy), [[]],
'variable_changed should emit exactly once')
def test_discrete_editor_context_menu(self):
w = DiscreteVariableEditor()
v = Categorical("C", ("a", "b", "c"), (("A", "1"), ("B", "b")), False)
w.set_data_categorical(v, [])
view = w.values_edit
model = view.model()
pos = view.visualRect(model.index(0, 0)).center()
with patch.object(QMenu, "setVisible", return_value=None) as m:
contextMenu(view.viewport(), pos)
m.assert_called()
menu = view.findChild(QMenu)
self.assertIsNotNone(menu)
menu.close()
def test_time_editor(self):
w = TimeVariableEditor()
self.assertEqual(w.get_data(), (None, []))
v = Time("T", (("A", "1"), ("B", "b")), False)
w.set_data(v, )
self.assertEqual(w.name_edit.text(), v.name)
self.assertEqual(w.labels_model.get_dict(), dict(v.annotations))
w.set_data(None)
self.assertEqual(w.name_edit.text(), "")
self.assertEqual(w.labels_model.get_dict(), {})
self.assertEqual(w.get_data(), (None, []))
DataVectors = [
CategoricalVector(
Categorical("A", ("a", "aa"), (), False),
lambda: MArray([0, 1, 2], mask=[False, False, True])),
RealVector(Real("B", (6, "f"), (), False),
lambda: MArray([0.1, 0.2, 0.3], mask=[True, False, True])),
TimeVector(
Time("T", (), False), lambda: MArray(
[0, 100, 200], dtype="M8[us]", mask=[True, False, True])),
StringVector(
String("S", (), False), lambda: MArray(
["0", "1", "2"], dtype=object, mask=[True, False, True])),
]
ReinterpretTransforms = {
Categorical: AsCategorical,
Real: AsContinuous,
Time: AsTime,
String: AsString
}
def test_reinterpret_editor(self):
w = ReinterpretVariableEditor()
self.assertEqual(w.get_data(), (None, []))
data = self.DataVectors[0]
w.set_data(data, )
self.assertEqual(w.get_data(), (data.vtype, []))
w.set_data(data, [Rename("Z")])
self.assertEqual(w.get_data(), (data.vtype, [Rename("Z")]))
for vec, tr in product(self.DataVectors,
self.ReinterpretTransforms.values()):
w.set_data(vec, [tr()])
v, tr_ = w.get_data()
self.assertEqual(v, vec.vtype)
if not tr_:
self.assertEqual(tr, self.ReinterpretTransforms[type(v)])
else:
self.assertEqual(tr_, [tr()])
def test_reinterpret_editor_simulate(self):
w = ReinterpretVariableEditor()
tc = w.findChild(QComboBox, name="type-combo")
def cb():
var, tr = w.get_data()
type_ = tc.currentData()
if type_ is not type(var):
self.assertEqual(
tr, [self.ReinterpretTransforms[type_](),
Rename("Z")])
else:
self.assertEqual(tr, [Rename("Z")])
for vec in self.DataVectors:
w.set_data(vec, [Rename("Z")])
simulate.combobox_run_through_all(tc, callback=cb)
def test_unlink(self):
w = ContinuousVariableEditor()
cbox = w.unlink_var_cb
self.assertEqual(w.get_data(), (None, []))
v = Real("X", (-1, ""), (("A", "1"), ("B", "b")), False)
w.set_data(v, [])
self.assertFalse(cbox.isEnabled())
v = Real("X", (-1, ""), (("A", "1"), ("B", "b")), True)
w.set_data(v, [Unlink()])
self.assertTrue(cbox.isEnabled())
self.assertTrue(cbox.isChecked())
v = Real("X", (-1, ""), (("A", "1"), ("B", "b")), True)
w.set_data(v, [])
self.assertTrue(cbox.isEnabled())
self.assertFalse(cbox.isChecked())
cbox.setChecked(True)
self.assertEqual(w.get_data()[1], [Unlink()])
w.set_data(v, [Unlink()])
self.assertTrue(cbox.isChecked())
cbox.setChecked(False)
self.assertEqual(w.get_data()[1], [])
cbox.setChecked(True)
w.clear()
self.assertFalse(cbox.isChecked())
self.assertEqual(w.get_data()[1], [])
w._set_unlink(True)
self.assertTrue(cbox.isChecked())
w._set_unlink(False)
self.assertFalse(cbox.isChecked())