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# Test methods with long descriptive names can omit docstrings
# pylint: disable=missing-docstring,unsubscriptable-object
import unittest
from unittest.mock import patch
import numpy as np
from AnyQt.QtCore import QLocale, Qt, QDate, QDateTime, QTime
from AnyQt.QtTest import QTest
from AnyQt.QtWidgets import QLineEdit, QComboBox
from orangewidget.settings import VERSION_KEY
from Orange.data import (
Table, Variable, ContinuousVariable, StringVariable, DiscreteVariable,
Domain, TimeVariable)
from Orange.preprocess import discretize
from Orange.widgets.data import owselectrows
from Orange.widgets.data.owselectrows import (
OWSelectRows, FilterDiscreteType, SelectRowsContextHandler, DateTimeWidget)
from Orange.widgets.tests.base import WidgetTest, datasets
from Orange.data.filter import FilterContinuous, FilterString
from Orange.widgets.tests.utils import simulate, override_locale
from Orange.widgets.utils.annotated_data import ANNOTATED_DATA_FEATURE_NAME
from Orange.tests import test_filename
CFValues = {
FilterContinuous.Equal: ["5.4"],
FilterContinuous.NotEqual: ["5.4"],
FilterContinuous.Less: ["5.4"],
FilterContinuous.LessEqual: ["5.4"],
FilterContinuous.Greater: ["5.4"],
FilterContinuous.GreaterEqual: ["5.4"],
FilterContinuous.Between: ["5.4", "6.0"],
FilterContinuous.Outside: ["5.4", "6.0"],
FilterContinuous.IsDefined: [],
}
SFValues = {
FilterString.Equal: ["aardwark"],
FilterString.NotEqual: ["aardwark"],
FilterString.Less: ["aardwark"],
FilterString.LessEqual: ["aardwark"],
FilterString.Greater: ["aardwark"],
FilterString.GreaterEqual: ["aardwark"],
FilterString.Between: ["aardwark", "cat"],
FilterString.Outside: ["aardwark"],
FilterString.Contains: ["aa"],
FilterString.NotContain: ["bb"],
FilterString.StartsWith: ["aa"],
FilterString.NotStartsWith: ["bb"],
FilterString.EndsWith: ["ark"],
FilterString.NotEndsWith: ["zz"],
FilterString.IsDefined: [],
FilterString.NotIsDefined: [], # TODO: needs test data
}
DFValues = {
FilterDiscreteType.Equal: [0],
FilterDiscreteType.NotEqual: [0],
FilterDiscreteType.In: [0, 1],
FilterDiscreteType.IsDefined: [],
}
TFValues = {
FilterContinuous.Equal: [QDate(2013, 5, 5)],
FilterContinuous.NotEqual: [QDate(2013, 5, 5)],
FilterContinuous.Less: [QDate(2013, 5, 5)],
FilterContinuous.LessEqual: [QDate(2013, 5, 5)],
FilterContinuous.Greater: [QDate(2013, 5, 5)],
FilterContinuous.GreaterEqual: [QDate(2013, 5, 5)],
FilterContinuous.Between: [QDate(2013, 5, 5), QDate(2015, 5, 5)],
FilterContinuous.Outside: [QDate(2013, 5, 5), QDate(2015, 5, 5)],
FilterContinuous.IsDefined: [],
}
class TestOWSelectRows(WidgetTest):
def setUp(self):
self.widget = self.create_widget(OWSelectRows) # type: OWSelectRows
def test_filter_cont(self):
iris = Table("iris")[::5]
self.widget.auto_commit = True
self.widget.set_data(iris)
for i, (op, *_) in enumerate(OWSelectRows.Operators[ContinuousVariable]):
self.widget.remove_all()
self.widget.add_row(iris.domain[0], i, CFValues[op])
self.widget.conditions_changed()
self.widget.commit.now()
# continuous var in metas
iris = Table.from_table(
Domain([], metas=[iris.domain.attributes[0]]), iris
)
self.widget.set_data(iris)
for i, (op, *_) in enumerate(OWSelectRows.Operators[ContinuousVariable]):
self.widget.remove_all()
self.widget.add_row(iris.domain.metas[0], i, CFValues[op])
self.widget.conditions_changed()
self.widget.commit.now()
def test_filter_str(self):
zoo = Table("zoo")[::5]
self.widget.auto_commit = False
self.widget.set_data(zoo)
for i, (op, *_) in enumerate(OWSelectRows.Operators[StringVariable]):
self.widget.remove_all()
self.widget.add_row(zoo.domain.metas[0], i, SFValues[op])
self.widget.conditions_changed()
self.widget.commit.now()
def test_filter_disc(self):
lenses = Table(test_filename("datasets/lenses.tab"))
self.widget.auto_commit = False
self.widget.set_data(lenses)
for i, (op, _) in enumerate(OWSelectRows.Operators[DiscreteVariable]):
self.widget.remove_all()
self.widget.add_row(0, i, DFValues[op])
self.widget.conditions_changed()
self.widget.commit.now()
# discrete var in metas
lenses = Table.from_table(
Domain([], metas=[lenses.domain.attributes[0]]), lenses
)
self.widget.set_data(lenses)
for i, (op, _) in enumerate(OWSelectRows.Operators[DiscreteVariable]):
self.widget.remove_all()
self.widget.add_row(lenses.domain.metas[0], i, DFValues[op])
self.widget.conditions_changed()
self.widget.commit.now()
def test_filter_time(self):
data = Table(test_filename("datasets/cyber-security-breaches.tab"))
self.widget.auto_commit = False
self.widget.set_data(data)
for i, (op, *_) in enumerate(OWSelectRows.Operators[TimeVariable]):
self.widget.remove_all()
self.widget.add_row(data.domain["breach_start"], i, TFValues[op])
self.widget.conditions_changed()
self.widget.commit.now()
# time var in metas
data = Table.from_table(
Domain([], metas=[data.domain["breach_start"]]), data
)
self.widget.set_data(data)
for i, (op, *_) in enumerate(OWSelectRows.Operators[TimeVariable]):
self.widget.remove_all()
self.widget.add_row(data.domain.metas[0], i, TFValues[op])
self.widget.conditions_changed()
self.widget.commit.now()
self.widget.remove_all()
self.enterFilter("breach_start", "equals", QDate(2014, 6, 2))
container = self.widget.cond_list.cellWidget(0, 2)
date_widget = container.findChild(DateTimeWidget)
self.assertIsNotNone(date_widget)
fmt = date_widget.format # Tuple: (have_date, have_time)
# Test with QDate if the widget supports date
if fmt[0]:
test_date = QDate(2014, 6, 2)
date_widget.set_datetime(test_date)
self.assertEqual(date_widget.date(), test_date)
# Test with QTime if the widget supports time
if fmt[1]:
test_time = QTime(16, 0)
date_widget.set_datetime(test_time)
self.assertEqual(date_widget.time(), test_time)
# Test with QDateTime if the widget supports both
if fmt == (1, 1):
test_dt = QDateTime(QDate(2014, 6, 2), QTime(16, 0))
date_widget.set_datetime(test_dt)
self.assertEqual(date_widget.dateTime(), test_dt)
def test_set_datetime_with_qdatetime(self):
dt = QDateTime.fromString("2024-01-01T12:00:00", Qt.ISODate)
dt.setTimeSpec(Qt.UTC)
column = np.array([dt.toSecsSinceEpoch()])
dtw = DateTimeWidget(None, column, (1, 1))
dtw.set_datetime(dt)
self.assertEqual(dtw.dateTime().time().hour(), 12)
self.assertEqual(dtw.dateTime().date(), QDate(2024, 1, 1))
def test_set_datetime_with_qdate(self):
dt = QDateTime(QDate(2024, 1, 1), QTime(0, 0), Qt.UTC)
timestamp = dt.toSecsSinceEpoch()
column = np.array([timestamp])
dtw = DateTimeWidget(None, column, (1, 0))
dtw.set_datetime(QDate(2024, 1, 1))
self.assertEqual(dtw.date(), QDate(2024, 1, 1))
def test_set_datetime_with_qtime(self):
# Use a fixed day (2000-01-01) and desired time
dt = QDateTime(QDate(2000, 1, 1), QTime(12, 0), Qt.UTC)
timestamp = dt.toSecsSinceEpoch()
column = np.array([timestamp])
dtw = DateTimeWidget(None, column, (0, 1))
dtw.set_datetime(QTime(12, 0))
self.assertEqual(dtw.time(), QTime(12, 0))
def test_set_datetime_with_qtime_when_have_both(self):
dt = QDateTime.fromString("2024-01-01T12:00:00", Qt.ISODate)
dt.setTimeSpec(Qt.UTC)
column = np.array([dt.toSecsSinceEpoch()])
dtw = DateTimeWidget(None, column, (1, 1)) # fecha y hora
dtw.set_datetime(QTime(12, 0))
self.assertEqual(dtw.time(), QTime(12, 0))
def test_set_datetime_sets_date_with_qdate(self):
dt = QDateTime.fromString("2024-01-01T12:00:00", Qt.ISODate)
dt.setTimeSpec(Qt.UTC)
column = np.array([dt.toSecsSinceEpoch()])
dtw = DateTimeWidget(None, column, (1, 1)) # tiene fecha y hora
test_date = QDate(2024, 1, 1)
dtw.set_datetime(test_date)
self.assertEqual(dtw.date(), test_date)
@override_locale(QLocale.C) # Locale with decimal point
def test_continuous_filter_with_c_locale(self):
iris = Table("iris")[:5]
self.send_signal(self.widget.Inputs.data, iris)
# Validating with C locale should accept decimal point
self.widget.remove_all_button.click()
self.enterFilter(iris.domain[2], "is below", "5.2")
self.assertEqual(self.widget.conditions[0][2], ("5.2",))
# but not decimal comma
self.widget.remove_all_button.click()
self.enterFilter(iris.domain[2], "is below", "5,2")
self.assertEqual(self.widget.conditions[0][2], ("52",))
def test_set_datetime_sets_time_when_only_time_enabled(self):
# We prepare a QDateTime with only time (the date is irrelevant)
dt = QDateTime.fromString("2000-01-01T12:00:00", Qt.ISODate)
dt.setTimeSpec(Qt.UTC)
column = np.array([dt.toSecsSinceEpoch()])
# We create a widget that has only time, not date.
dtw = DateTimeWidget(None, column, (0, 1)) # have_date=False, have_time=True
test_time = QTime(12, 0)
dtw.set_datetime(test_time)
self.assertEqual(dtw.time(), test_time)
@override_locale(QLocale.Slovenian) # Locale with decimal comma
def test_continuous_filter_with_sl_SI_locale(self):
iris = Table("iris")[:5]
self.send_signal(self.widget.Inputs.data, iris)
# sl_SI locale should accept decimal comma
self.widget.remove_all_button.click()
self.enterFilter(iris.domain[2], "is below", "5,2")
self.assertEqual(self.widget.conditions[0][2], ("5,2",))
# but not decimal point
self.widget.remove_all_button.click()
self.enterFilter(iris.domain[2], "is below", "5.2")
self.assertEqual(self.widget.conditions[0][2], ("52",))
@override_locale(QLocale.C) # Locale with decimal point
def test_all_numeric_filter_with_c_locale_from_context(self):
iris = Table("iris")[:5]
widget = self.widget_with_context(
iris.domain, [["All numeric variables", None, 0, (3.14, )]])
self.send_signal(widget.Inputs.data, iris)
self.assertTrue(widget.conditions[0][2][0].startswith("3.14"))
@override_locale(QLocale.Slovenian) # Locale with decimal comma
def test_all_numeric_filter_with_sl_SI_locale(self):
iris = Table("iris")[:5]
widget = self.widget_with_context(
iris.domain, [["All numeric variables", None, 0, (3.14, )]])
self.send_signal(widget.Inputs.data, iris)
self.assertTrue(widget.conditions[0][2][0].startswith("3,14"))
@override_locale(QLocale.Slovenian)
def test_stores_settings_in_invariant_locale(self):
iris = Table("iris")[:5]
self.send_signal(self.widget.Inputs.data, iris)
# sl_SI locale should accept decimal comma
self.widget.remove_all_button.click()
self.enterFilter(iris.domain[2], "is below", "5,2")
self.assertEqual(self.widget.conditions[0][2], ("5,2",))
context = self.widget.current_context
self.send_signal(self.widget.Inputs.data, None)
saved_condition = context.values["conditions"][0]
self.assertEqual(saved_condition[3][0], 5.2)
@override_locale(QLocale.C) # Locale with decimal point
def test_store_all_numeric_filter_with_c_locale_to_context(self):
iris = Table("iris")[:5]
self.send_signal(self.widget.Inputs.data, iris)
self.widget.remove_all_button.click()
self.enterFilter("All numeric variables", "equal", "3.14")
context = self.widget.current_context
self.send_signal(self.widget.Inputs.data, None)
self.assertEqual(context.values["conditions"][0][3], [3.14])
@override_locale(QLocale.Slovenian) # Locale with decimal comma
def test_store_all_numeric_filter_with_sl_SI_locale_to_context(self):
iris = Table("iris")[:5]
self.send_signal(self.widget.Inputs.data, iris)
self.widget.remove_all_button.click()
self.enterFilter("All numeric variables", "equal", "3,14")
context = self.widget.current_context
self.send_signal(self.widget.Inputs.data, None)
self.assertEqual(context.values["conditions"][0][3], [3.14])
@override_locale(QLocale.C)
def test_restores_continuous_filter_in_c_locale(self):
iris = Table("iris")[:5]
# Settings with string value
self.widget = self.widget_with_context(
iris.domain, [["sepal length", 102, 2, ("5.2",)]])
self.send_signal(self.widget.Inputs.data, iris)
values = self.widget.conditions[0][2]
self.assertTrue(values[0].startswith("5.2"))
# Settings with float value
self.widget = self.widget_with_context(
iris.domain, [["sepal length", 102, 2, (5.2,)]])
self.send_signal(self.widget.Inputs.data, iris)
values = self.widget.conditions[0][2]
self.assertTrue(values[0].startswith("5.2"))
@override_locale(QLocale.Slovenian)
def test_restores_continuous_filter_in_sl_SI_locale(self):
iris = Table("iris")[:5]
# Settings with string value
self.widget = self.widget_with_context(
iris.domain, [["sepal length", 102, 2, ("5.2",)]])
self.send_signal(self.widget.Inputs.data, iris)
values = self.widget.conditions[0][2]
self.assertTrue(values[0].startswith("5,2"))
# Settings with float value
self.widget = self.widget_with_context(
iris.domain, [["sepal length", 102, 2, (5.2,)]])
self.send_signal(self.widget.Inputs.data, iris)
values = self.widget.conditions[0][2]
self.assertTrue(values[0].startswith("5,2"))
@override_locale(QLocale.C)
def test_partial_matches(self):
iris = Table("iris")
domain = iris.domain
self.widget = self.widget_with_context(
domain, [[domain[0].name, 2, 2, ("5.2",)]])
iris2 = iris.transform(Domain(domain.attributes[:2], None))
self.send_signal(self.widget.Inputs.data, iris2)
condition = self.widget.conditions[0]
self.assertEqual(condition[0], iris.domain[0])
self.assertEqual(condition[1], 2)
self.assertTrue(condition[2][0].startswith("5.2"))
def test_partial_match_values(self):
iris = Table("iris")
domain = iris.domain
class_var = domain.class_var
self.widget = self.widget_with_context(
domain, [[class_var.name, 1, 2,
(class_var.values[0], class_var.values[2])]])
# sanity checks
self.send_signal(self.widget.Inputs.data, iris)
condition = self.widget.conditions[0]
self.assertIs(condition[0], class_var)
self.assertEqual(condition[1], 2)
self.assertEqual(condition[2], (1, 3)) # indices of values + 1
# actual test
new_class_var = DiscreteVariable(class_var.name, class_var.values[1:])
new_domain = Domain(domain.attributes, new_class_var)
non0 = iris.Y != 0
iris2 = Table.from_numpy(new_domain, iris.X[non0], iris.Y[non0] - 1)
self.send_signal(self.widget.Inputs.data, iris2)
condition = self.widget.conditions[0]
self.assertIs(condition[0], new_class_var)
self.assertEqual(condition[1], 2)
self.assertEqual(condition[2], (2, )) # index of value + 1
@override_locale(QLocale.C)
def test_partial_matches_with_missing_vars(self):
iris = Table("iris")
domain = iris.domain
self.widget = self.widget_with_context(
domain, [[domain[0].name, 2, 2, ("5.2",)],
[domain[2].name, 2, 2, ("4.2",)]])
iris2 = iris.transform(Domain(domain.attributes[2:], None))
self.send_signal(self.widget.Inputs.data, iris2)
condition = self.widget.conditions[0]
self.assertEqual(condition[0], domain[2])
self.assertEqual(condition[1], 2)
self.assertTrue(condition[2][0].startswith("4.2"))
def test_load_settings(self):
iris = Table("iris")[:5]
self.send_signal(self.widget.Inputs.data, iris)
sepal_length, sepal_width = iris.domain[:2]
self.widget.remove_all_button.click()
self.enterFilter(sepal_width, "is below", "5.2")
self.enterFilter(sepal_length, "is at most", "4")
data = self.widget.settingsHandler.pack_data(self.widget)
w2 = self.create_widget(OWSelectRows, data)
self.send_signal(self.widget.Inputs.data, iris, widget=w2)
var_combo = w2.cond_list.cellWidget(0, 0)
self.assertEqual(var_combo.currentText(), "sepal width")
oper_combo = w2.cond_list.cellWidget(0, 1)
self.assertEqual(oper_combo.currentText(), "is below")
var_combo = w2.cond_list.cellWidget(1, 0)
self.assertEqual(var_combo.currentText(), "sepal length")
oper_combo = w2.cond_list.cellWidget(1, 1)
self.assertEqual(oper_combo.currentText(), "is at most")
def test_is_defined_on_continuous_variable(self):
# gh-2054 regression
data = Table(datasets.path("testing_dataset_cls"))
self.send_signal(self.widget.Inputs.data, data)
self.enterFilter(data.domain["c2"], "is defined")
self.assertFalse(self.widget.Error.parsing_error.is_shown())
outputs = self.widget.Outputs
self.assertEqual(len(self.get_output(outputs.matching_data)), 3)
self.assertEqual(len(self.get_output(outputs.unmatched_data)), 1)
self.assertEqual(len(self.get_output(outputs.annotated_data)), len(data))
# Test saving of settings
self.widget.settingsHandler.pack_data(self.widget)
def test_output_filter(self):
"""
None on output when there is no data.
GH-2726
"""
data = Table("iris")[:10]
len_data = len(data)
self.send_signal(self.widget.Inputs.data, data)
self.enterFilter(data.domain[0], "is below", "-1")
outputs = self.widget.Outputs
self.assertIsNone(self.get_output(outputs.matching_data))
self.assertEqual(len(self.get_output(outputs.unmatched_data)), len_data)
self.assertEqual(len(self.get_output(outputs.annotated_data)), len_data)
self.widget.remove_all_button.click()
self.enterFilter(data.domain[0], "is below", "10")
self.assertIsNone(self.get_output(outputs.unmatched_data))
self.assertEqual(len(self.get_output(outputs.matching_data)), len_data)
self.assertEqual(len(self.get_output(outputs.annotated_data)), len_data)
def test_annotated_data(self):
iris = Table("iris")
self.send_signal(self.widget.Inputs.data, iris)
self.enterFilter(iris.domain["iris"], "is", "Iris-setosa")
annotated = self.get_output(self.widget.Outputs.annotated_data)
self.assertEqual(len(annotated), 150)
annotations = annotated.get_column(ANNOTATED_DATA_FEATURE_NAME)
np.testing.assert_equal(annotations[:50], True)
np.testing.assert_equal(annotations[50:], False)
def test_change_var_type(self):
iris = Table("iris")
domain = iris.domain
self.send_signal(self.widget.Inputs.data, iris)
self.widget.remove_all_button.click()
self.enterFilter(domain[0], "is below", "5.2")
var0vals = list({str(x) for x in iris.X[:, 0]})
new_domain = Domain(
(DiscreteVariable(domain[0].name, values=var0vals), )
+ domain.attributes[1:],
domain.class_var)
new_iris = iris.transform(new_domain)
self.send_signal(self.widget.Inputs.data, new_iris)
def test_keep_operator(self):
data = Table("heart_disease")
domain = data.domain
self.send_signal(self.widget.Inputs.data, data)
self.widget.remove_all_button.click()
self.enterFilter(domain["age"], "is not", "42")
simulate.combobox_activate_item(
self.widget.cond_list.cellWidget(0, 0), "chest pain", delay=0)
self.assertEqual(
self.widget.cond_list.cellWidget(0, 1).currentText(), "is not")
self.widget.remove_all_button.click()
self.enterFilter(domain["age"], "is below", "42")
simulate.combobox_activate_item(
self.widget.cond_list.cellWidget(0, 0), "chest pain", delay=0)
self.assertEqual(
self.widget.cond_list.cellWidget(0, 1).currentText(), "is")
def test_calendar_dates(self):
data = Table(test_filename("datasets/cyber-security-breaches.tab"))
self.send_signal(self.widget.Inputs.data, data)
simulate.combobox_activate_item(
self.widget.cond_list.cellWidget(0, 0), "Date_Posted_or_Updated",
delay=0)
value_combo = self.widget.cond_list.cellWidget(0, 2).children()[1]
self.assertIsInstance(value_combo, DateTimeWidget)
# first displayed date is min date
self.assertEqual(value_combo.date(), QDate(2014, 1, 23))
outputs = self.widget.Outputs
self.assertEqual(len(self.get_output(outputs.matching_data)), 691)
self.widget.remove_all_button.click()
self.enterFilter("Date_Posted_or_Updated", "is below",
QDate(2014, 4, 17))
self.assertEqual(len(self.get_output(outputs.matching_data)), 840)
self.enterFilter("Date_Posted_or_Updated", "is greater than",
QDate(2014, 6, 30))
self.assertIsNone(self.get_output(outputs.matching_data))
self.widget.remove_all_button.click()
# date is in range min-max date
self.enterFilter("Date_Posted_or_Updated", "equals", QDate(2013, 1, 1))
self.assertEqual(self.widget.conditions[0][2][0], QDate(2014, 1, 23))
self.enterFilter("Date_Posted_or_Updated", "equals", QDate(2015, 1, 1))
self.assertEqual(self.widget.conditions[1][2][0], QDate(2014, 6, 30))
self.widget.remove_all_button.click()
# no date crossings
self.enterFilter("Date_Posted_or_Updated", "is between",
QDate(2014, 4, 17), QDate(2014, 1, 23))
self.assertEqual(self.widget.conditions[0][2],
(QDate(2014, 4, 17), QDate(2014, 4, 17)))
self.widget.remove_all_button.click()
self.enterFilter("Date_Posted_or_Updated", "is between",
QDate(2014, 4, 17), QDate(2014, 4, 30))
self.assertEqual(len(self.get_output(outputs.matching_data)), 58)
@patch.object(owselectrows.QMessageBox, "question",
return_value=owselectrows.QMessageBox.Ok)
def test_add_all(self, msgbox):
iris = Table("iris")
domain = iris.domain
self.send_signal(self.widget.Inputs.data, iris)
self.widget.add_all_button.click()
msgbox.assert_called()
self.assertEqual([cond[0] for cond in self.widget.conditions],
list(domain.class_vars + domain.attributes))
@patch.object(owselectrows.QMessageBox, "question",
return_value=owselectrows.QMessageBox.Cancel)
def test_add_all_cancel(self, msgbox):
iris = Table("iris")
domain = iris.domain
self.send_signal(self.widget.Inputs.data, iris)
self.assertEqual([cond[0] for cond in self.widget.conditions],
list(domain.class_vars))
self.widget.add_all_button.click()
msgbox.assert_called()
self.assertEqual([cond[0] for cond in self.widget.conditions],
list(domain.class_vars))
@patch.object(owselectrows.QMessageBox, "question",
return_value=owselectrows.QMessageBox.Ok)
def test_report(self, _):
zoo = Table("zoo")
self.send_signal(self.widget.Inputs.data, zoo)
self.widget.add_all_button.click()
self.enterFilter("All numeric variables", "equal", "42")
self.enterFilter(zoo.domain[0], "is defined")
self.enterFilter(zoo.domain[1], "is one of")
self.widget.send_report() # don't crash
def test_migration_to_version_1(self):
iris = Table("iris")
ch = SelectRowsContextHandler()
context = ch.new_context(iris.domain, *ch.encode_domain(iris.domain))
context.values = dict(conditions=[["petal length", 2, (5.2,)]])
settings = dict(context_settings=[context])
widget = self.create_widget(OWSelectRows, settings)
self.assertEqual(widget.conditions, [])
def test_purge_discretized(self):
housing = Table("housing")
method = discretize.EqualFreq(n=3)
discretizer = discretize.DomainDiscretizer(
discretize_class=True, method=method)
domain = discretizer(housing)
data = housing.transform(domain)
widget = self.widget_with_context(
domain, [["MEDV", 101, 2, domain.class_var.values[1:]]]
)
widget.purge_classes = True
self.send_signal(widget.Inputs.data, data)
out = self.get_output(widget.Outputs.matching_data)
expected = data.Y[(data.Y == 1) + (data.Y == 2)]
expected = (expected == 2).astype(float)
np.testing.assert_equal(out.Y, expected)
def test_meta_setting(self):
"""
Test if all conditions from all segments (attributes, class, meta)
stores correctly
"""
data = Table("iris")
data = Table.from_table(
Domain(
data.domain.attributes[:3],
data.domain.class_var,
data.domain.attributes[3:]
), data)
self.send_signal(self.widget.Inputs.data, data)
vars_ = [
data.domain.metas[0],
data.domain.attributes[0],
data.domain.class_var
]
cond = [0, 0, 0]
val = [(0, ), (0, ), (1, )]
conds = list(zip(vars_, cond, val))
self.widget.conditions = conds
self.assertListEqual([c[0] for c in self.widget.conditions], vars_)
# when sending new-same data conditions are restored from the context
self.send_signal(self.widget.Inputs.data, data)
self.assertListEqual([c[0] for c in self.widget.conditions], vars_)
def test_one_of_click(self):
"""Test items checked in is one of dropdown"""
zoo = Table("zoo")
self.send_signal(self.widget.Inputs.data, zoo)
self.widget.remove_all_button.click()
self.enterFilter(zoo.domain[1], "is one of")
model = self.widget.cond_list.cellWidget(0, 2).popup.list_view.model()
output = self.get_output(self.widget.Outputs.matching_data)
self.assertEqual(len(zoo), len(output))
# check second item (group 1) - only 20 elements in this group
model.item(1).setCheckState(Qt.Checked)
output = self.get_output(self.widget.Outputs.matching_data)
self.assertEqual(20, len(output))
# check first item (group 0) - now all elements should be at the output
model.item(0).setCheckState(Qt.Checked)
output = self.get_output(self.widget.Outputs.matching_data)
self.assertEqual(len(zoo), len(output))
# uncheck second element (group 1) - only elements fo group 0 at output
model.item(1).setCheckState(Qt.Unchecked)
output = self.get_output(self.widget.Outputs.matching_data)
self.assertEqual(81, len(output))
def widget_with_context(self, domain, conditions):
ch = SelectRowsContextHandler()
context = ch.new_context(domain, *ch.encode_domain(domain))
context.values = {"conditions": conditions,
VERSION_KEY: OWSelectRows.settings_version}
settings = dict(context_settings=[context])
return self.create_widget(OWSelectRows, settings)
def enterFilter(self, variable, filter, value1=None, value2=None):
# pylint: disable=redefined-builtin
row = self.widget.cond_list.model().rowCount()
self.widget.add_button.click()
var_combo = self.widget.cond_list.cellWidget(row, 0)
name = variable.name if isinstance(variable, Variable) else variable
simulate.combobox_activate_item(var_combo, name, delay=0)
oper_combo = self.widget.cond_list.cellWidget(row, 1)
simulate.combobox_activate_item(oper_combo, filter, delay=0)
value_inputs = self.__get_value_widgets(row)
for i, value in enumerate([value1, value2]):
if value is None:
continue
self.__set_value(value_inputs[i], value)
def __get_value_widgets(self, row):
value_inputs = self.widget.cond_list.cellWidget(row, 2)
if value_inputs:
if isinstance(value_inputs, QComboBox):
value_inputs = [value_inputs]
else:
value_input = []
for widget in value_inputs.children():
if isinstance(widget, QLineEdit):
value_input.append(widget)
elif isinstance(widget, DateTimeWidget):
value_input.append(widget)
return value_input
return value_inputs
@staticmethod
def __set_value(widget, value):
if isinstance(widget, QLineEdit):
QTest.mouseClick(widget, Qt.LeftButton)
QTest.keyClicks(widget, value, delay=0)
QTest.keyClick(widget, Qt.Key_Enter)
elif isinstance(widget, QComboBox):
simulate.combobox_activate_item(widget, value)
elif isinstance(widget, DateTimeWidget):
widget.setDate(value)
else:
raise ValueError("Unsupported widget {}".format(widget))
if __name__ == "__main__":
unittest.main()
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