def __init__(self, master):
"""Add the spin box for maximal number of attributes"""
VizRankDialog.__init__(self, master)
OWComponent.__init__(self, master)
self.master = master
self.n_neighbors = 10
max_n_attrs = len(master.model_selected) + len(master.model_other) - 1
box = gui.hBox(self)
self.n_attrs_spin = gui.spin(box,
self,
"n_attrs",
3,
max_n_attrs,
label="Maximum number of variables: ",
controlWidth=50,
alignment=Qt.AlignRight,
callback=self._n_attrs_changed)
gui.rubber(box)
self.last_run_n_attrs = None
self.attr_color = master.attr_color
self.attr_ordering = None
self.data = None
self.valid_data = None
self.rank_table.clicked.connect(self.on_row_clicked)
self.rank_table.verticalHeader().sectionClicked.connect(
self.on_header_clicked)
def __init__(self, master):
# Add the spin box for a number of attributes to take into account.
VizRankDialog.__init__(self, master)
OWComponent.__init__(self, master)
box = gui.hBox(self)
max_n_attrs = len(master.model_selected)
self.n_attrs_spin = gui.spin(
box, self, "n_attrs", 3, max_n_attrs, label="Number of variables: ",
controlWidth=50, alignment=Qt.AlignRight, callback=self._n_attrs_changed)
gui.rubber(box)
self.last_run_n_attrs = None
self.attr_color = master.attr_color
def __init__(self, master):
"""Add the spin box for maximal number of attributes"""
VizRankDialog.__init__(self, master)
OWComponent.__init__(self, master)
box = gui.hBox(self)
self.max_attr_spin = gui.spin(
box, self, "max_attrs", 2, 4,
label="Limit the number of attributes to: ",
controlWidth=50, alignment=Qt.AlignRight,
callback=self.max_attr_changed)
gui.rubber(box)
self.layout().addWidget(self.button)
self.attr_ordering = None
self.marginal = {}
self.last_run_max_attr = None
def __init__(self, master):
"""Add the spin box for maximal number of attributes"""
VizRankDialog.__init__(self, master)
OWComponent.__init__(self, master)
box = gui.hBox(self)
self.max_attr_spin = gui.spin(
box, self, "max_attrs", 2, 4,
label="Limit the number of attributes to: ",
controlWidth=50, alignment=Qt.AlignRight,
callback=self.max_attr_changed)
gui.rubber(box)
self.layout().addWidget(self.button)
self.attr_ordering = None
self.marginal = {}
self.last_run_max_attr = None
def __init__(self, master):
"""Add the spin box for maximal number of attributes"""
VizRankDialog.__init__(self, master)
OWComponent.__init__(self, master)
self.master = master
self.n_neighbors = 10
max_n_attrs = len(master.model_selected) + len(master.model_other) - 1
box = gui.hBox(self)
self.n_attrs_spin = gui.spin(
box, self, "n_attrs", 3, max_n_attrs, label="Maximum number of variables: ",
controlWidth=50, alignment=Qt.AlignRight, callback=self._n_attrs_changed)
gui.rubber(box)
self.last_run_n_attrs = None
self.attr_color = master.graph.attr_color
self.attr_ordering = None
self.data = None
self.valid_data = None
def __init__(self, master):
"""Add the spin box for maximal number of attributes"""
VizRankDialog.__init__(self, master)
OWComponent.__init__(self, master)
self.master = master
self.n_neighbors = 10
box = gui.hBox(self)
self.n_attrs_spin = gui.spin(
box, self, "n_attrs", 3, 99, label="Maximum number of variables: ",
controlWidth=50, alignment=Qt.AlignRight, callback=self._n_attrs_changed)
gui.rubber(box)
self.last_run_n_attrs = None
self.attr_color = master.attr_color
self.attr_ordering = None
self.data = None
self.valid_data = None
self.rank_table.clicked.connect(self.on_row_clicked)
self.rank_table.verticalHeader().sectionClicked.connect(
self.on_header_clicked)
def __init__(self, master):
"""Add the spin box for maximal number of attributes"""
VizRankDialog.__init__(self, master)
OWComponent.__init__(self, master)
box = gui.hBox(self)
self.max_attr_combo = gui.comboBox(
box,
self,
"max_attrs",
label="变量数目:",
orientation=Qt.Horizontal,
items=["1", "2", "3", "4", "最多 2", "最多 3", "最多 4"],
callback=self.max_attr_changed,
)
gui.rubber(box)
self.layout().addWidget(self.button)
self.attr_ordering = None
self.marginal = {}
self.last_run_max_attr = None
self.master.attrs_changed_manually.connect(self.on_manual_change)
def __init__(self, master):
"""Add the spin box for maximal number of attributes"""
VizRankDialog.__init__(self, master)
OWComponent.__init__(self, master)
box = gui.hBox(self)
self.max_attr_combo = gui.comboBox(box,
self,
"max_attrs",
label="Number of variables:",
orientation=Qt.Horizontal,
items=[
"one", "two", "three", "four",
"at most two", "at most three",
"at most four"
],
callback=self.max_attr_changed)
gui.rubber(box)
self.layout().addWidget(self.button)
self.attr_ordering = None
self.marginal = {}
self.last_run_max_attr = None
self.master.attrs_changed_manually.connect(self.on_manual_change)
def test_on_partial_result(self):
def iterate_states(initial_state):
if initial_state is not None:
return chain(states[states.index(initial_state):])
return chain(states)
def invoke_on_partial_result():
widget.on_partial_result(
run_vizrank(widget.compute_score, widget.iterate_states,
widget.saved_state, widget.scores,
widget.saved_progress, widget.state_count(), task))
task = Mock()
states = [(0, 1), (0, 2), (0, 3), (1, 2), (1, 3), (2, 3)]
widget = VizRankDialog(None)
widget.progressBarInit()
widget.compute_score = compute_score
widget.iterate_states = iterate_states
widget.row_for_state = lambda sc, _: [QStandardItem(str(sc))]
widget.state_count = lambda: len(states)
# interrupt calculation in third iteration
task.is_interruption_requested.side_effect = lambda: \
True if task.is_interruption_requested.call_count > 2 else False
invoke_on_partial_result()
self.assertEqual(widget.rank_model.rowCount(), 2)
for row, score in enumerate(
sorted([compute_score(x) for x in states[:2]])):
self.assertEqual(widget.rank_model.item(row, 0).text(), str(score))
self.assertEqual(widget.saved_progress, 2)
task.set_progress_value.assert_called_with(int(1 / 6 * 100))
# continue calculation through all states
task.is_interruption_requested.side_effect = lambda: False
invoke_on_partial_result()
self.assertEqual(widget.rank_model.rowCount(), 6)
for row, score in enumerate(sorted([compute_score(x)
for x in states])):
self.assertEqual(widget.rank_model.item(row, 0).text(), str(score))
self.assertEqual(widget.saved_progress, 6)
task.set_progress_value.assert_called_with(int(5 / 6 * 100))
def test_on_partial_result(self):
def iterate_states(initial_state):
if initial_state is not None:
return chain(states[states.index(initial_state):])
return chain(states)
def invoke_on_partial_result():
widget.on_partial_result(run_vizrank(
widget.compute_score,
widget.iterate_states(widget.saved_state),
widget.scores, task
))
task = Mock()
states = [(0, 1), (0, 2), (0, 3), (1, 2), (1, 3), (2, 3)]
widget = VizRankDialog(None)
widget.progressBarInit()
widget.compute_score = compute_score
widget.iterate_states = iterate_states
widget.row_for_state = lambda sc, _: [QStandardItem(str(sc))]
# interrupt calculation in third iteration
task.is_interruption_requested.side_effect = lambda: \
True if task.is_interruption_requested.call_count > 2 else False
invoke_on_partial_result()
self.assertEqual(widget.rank_model.rowCount(), 2)
for row, score in enumerate(
sorted([compute_score(x) for x in states[:2]])):
self.assertEqual(widget.rank_model.item(row, 0).text(), str(score))
self.assertEqual(widget.saved_progress, 2)
# continue calculation through all states
task.is_interruption_requested.side_effect = lambda: False
invoke_on_partial_result()
self.assertEqual(widget.rank_model.rowCount(), 6)
for row, score in enumerate(
sorted([compute_score(x) for x in states])):
self.assertEqual(widget.rank_model.item(row, 0).text(), str(score))
self.assertEqual(widget.saved_progress, 6)
