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import time
import unittest
from unittest.mock import patch, Mock
import requests
from AnyQt.QtCore import QItemSelectionModel, Qt
from Orange.widgets.data.owdatasets import OWDataSets, Namespace as DSNamespace, \
GENERAL_DOMAIN, ALL_DOMAINS
from Orange.widgets.tests.base import WidgetTest
class TestOWDataSets(WidgetTest):
def setUp(self):
# Most tests check the iniitialization of widget under different
# conditions, therefore mocks are needed prior to calling createWidget.
# Inherited methods will set self.widget; here we set it to None to
# avoid lint errors.
self.widget = None
@patch("Orange.widgets.data.owdatasets.list_remote",
Mock(side_effect=requests.exceptions.ConnectionError))
@patch("Orange.widgets.data.owdatasets.list_local",
Mock(return_value={}))
@patch("Orange.widgets.data.owdatasets.log", Mock())
def test_no_internet_connection(self):
w = self.create_widget(OWDataSets) # type: OWDataSets
self.wait_until_stop_blocking(w)
self.assertTrue(w.Error.no_remote_datasets.is_shown())
@patch("Orange.widgets.data.owdatasets.list_remote",
Mock(side_effect=requests.exceptions.ConnectionError))
@patch("Orange.widgets.data.owdatasets.list_local",
Mock(return_value={('core', 'foo.tab'): {}}))
@patch("Orange.widgets.data.owdatasets.log", Mock())
@WidgetTest.skipNonEnglish
def test_only_local(self):
w = self.create_widget(OWDataSets) # type: OWDataSets
self.wait_until_stop_blocking(w)
self.assertTrue(w.Warning.only_local_datasets.is_shown())
self.assertEqual(w.view.model().rowCount(), 1)
@patch("Orange.widgets.data.owdatasets.list_remote",
Mock(side_effect=requests.exceptions.ConnectionError))
@patch("Orange.widgets.data.owdatasets.list_local",
Mock(return_value={('core', 'foo.tab'): {"language": "English"},
('core', 'bar.tab'): {"language": "Slovenščina"}}))
@patch("Orange.widgets.data.owdatasets.log", Mock())
def test_filtering(self):
w = self.create_widget(OWDataSets) # type: OWDataSets
model = w.view.model()
model.setLanguage(None)
self.wait_until_stop_blocking(w)
self.assertEqual(model.rowCount(), 2)
w.filterLineEdit.setText("foo")
self.assertEqual(model.rowCount(), 1)
w.filterLineEdit.setText("baz")
self.assertEqual(model.rowCount(), 0)
w.filterLineEdit.setText("")
self.assertEqual(model.rowCount(), 2)
model.setLanguage("Slovenščina")
self.assertEqual(model.rowCount(), 1)
self.assertEqual(model.index(0, 0).data(Qt.UserRole).title, "bar.tab")
model.setLanguage("English")
self.assertEqual(model.rowCount(), 1)
self.assertEqual(model.index(0, 0).data(Qt.UserRole).title, "foo.tab")
model.setLanguage(None)
self.assertEqual(model.rowCount(), 2)
@patch("Orange.widgets.data.owdatasets.list_remote",
Mock(side_effect=requests.exceptions.ConnectionError))
@patch("Orange.widgets.data.owdatasets.list_local",
Mock(return_value={('core', 'foo.tab'): {"domain": None},
('edu', 'bar.tab'): {"domain": "edu"}}))
@patch("Orange.widgets.data.owdatasets.log", Mock())
def test_filtering_by_domain(self):
w = self.create_widget(OWDataSets) # type: OWDataSets
model = w.view.model()
model.setDomain(GENERAL_DOMAIN)
self.wait_until_stop_blocking(w)
self.assertEqual(model.rowCount(), 1)
model.setDomain(ALL_DOMAINS)
self.wait_until_stop_blocking(w)
self.assertEqual(model.rowCount(), 2)
model.setDomain("edu")
self.assertEqual(model.rowCount(), 1)
self.assertEqual(model.index(0, 0).data(Qt.UserRole).title, "bar.tab")
model.setDomain("baz")
self.assertEqual(model.rowCount(), 0)
@patch("Orange.widgets.data.owdatasets.list_local",
Mock(return_value={('core', 'foo.tab'): {"domain": None},
('core', 'bar.tab'): {"domain": "edu"}}))
@patch("Orange.widgets.data.owdatasets.log", Mock())
@patch("Orange.widgets.data.owdatasets.OWDataSets.commit", Mock())
def test_change_domain(self):
def wait_and_return(_):
time.sleep(0.2)
return {('core', 'foo.tab'): {"domain": "edu"},
('core', 'bar.tab'): {"domain": "edu"}}
with patch("Orange.widgets.data.owdatasets.list_remote",
new=wait_and_return):
self.widget = w = self.create_widget(OWDataSets,
stored_settings={"selected_id": "bar.tab",
"domain": "edu"})
self.wait_until_stop_blocking()
self.assertEqual(w.selected_id, "bar.tab")
self.assertEqual(w.domain_combo.currentText(), "edu")
self.widget = w = self.create_widget(OWDataSets,
stored_settings={"selected_id": "foo.tab",
"domain": "(core)"})
self.wait_until_stop_blocking()
self.assertEqual(w.selected_id, "foo.tab")
self.assertEqual(w.domain_combo.currentText(), "edu")
self.widget = w = self.create_widget(OWDataSets,
stored_settings={"selected_id": "bar.tab",
"domain": "(core)"})
self.wait_until_stop_blocking()
self.assertEqual(w.selected_id, "bar.tab")
self.assertEqual(w.domain_combo.currentText(), "edu")
def __titles(self, widget):
model = widget.view.model()
return {
model.index(row, 0).data(Qt.UserRole).title
for row in range(model.rowCount())}
@patch("Orange.widgets.data.owdatasets.list_remote",
Mock(side_effect=requests.exceptions.ConnectionError))
@patch("Orange.widgets.data.owdatasets.list_local",
Mock(return_value={
('core', 'foo.tab'): {"title": "an unlisted data set",
"publication_status": DSNamespace.UNLISTED},
('core', 'bar.tab'): {"title": "a published data set",
"publication_status": DSNamespace.PUBLISHED},
('core', 'baz.tab'): {"title": "an unp unp",
"publication_status": DSNamespace.PUBLISHED}
}))
@patch("Orange.widgets.data.owdatasets.log", Mock())
def test_filtering_unlisted(self):
def titles():
return self.__titles(w)
w = self.create_widget(OWDataSets) # type: OWDataSets
model = w.view.model()
self.assertEqual(titles(), {"a published data set", "an unp unp"})
model.setFilterFixedString("unp")
self.assertEqual(titles(), {"an unp unp"})
model.setFilterFixedString("an U")
self.assertEqual(titles(), {"an unlisted data set", "an unp unp"})
model.setFilterFixedString("")
self.assertEqual(titles(), {"a published data set", "an unp unp"})
model.setFilterFixedString(None)
self.assertEqual(titles(), {"a published data set", "an unp unp"})
@patch("Orange.widgets.data.owdatasets.list_remote",
Mock(return_value={('core', 'foo.tab'): {"title": "Foo data set",
"language": "English"},
('core', 'bar.tab'): {"title": "Bar data set",
"domain": "Testing"},
('core', 'bax.tab'): {"title": "Bax data set",
"language": "Slovenščina"}
}))
@patch("Orange.widgets.data.owdatasets.list_local",
Mock(return_value={}))
@patch("Orange.widgets.data.owdatasets.OWDataSets.commit", Mock())
def test_filter_overrides_language_and_domain(self):
w = self.create_widget(OWDataSets) # type: OWDataSets
self.wait_until_stop_blocking(w)
w.language_combo.setCurrentText("Slovenščina")
w.language_combo.activated.emit(w.language_combo.currentIndex())
w.domain_combo.setCurrentText(w.GENERAL_DOMAIN_LABEL)
w.domain_combo.activated.emit(w.domain_combo.currentIndex())
self.assertEqual(self.__titles(w), {"Bax data set"})
w.filterLineEdit.setText("data ")
self.assertEqual(self.__titles(w), {"Foo data set",
"Bar data set",
"Bax data set"})
self.assertEqual(w.language_combo.currentText(), w.ALL_LANGUAGES)
self.assertFalse(w.language_combo.isEnabled())
self.assertEqual(w.domain_combo.currentText(), w.ALL_DOMAINS_LABEL)
self.assertFalse(w.domain_combo.isEnabled())
w.filterLineEdit.setText("da")
self.assertEqual(self.__titles(w), {"Bax data set"})
self.assertEqual(w.language_combo.currentText(), "Slovenščina")
self.assertTrue(w.language_combo.isEnabled())
self.assertEqual(w.domain_combo.currentText(), w.GENERAL_DOMAIN_LABEL)
self.assertTrue(w.domain_combo.isEnabled())
w.filterLineEdit.setText("bar d")
self.assertEqual(self.__titles(w), {"Bar data set"})
w.filterLineEdit.setText("bax d")
self.assertEqual(self.__titles(w), {"Bax data set"})
w.language_combo.setCurrentText("English")
w.language_combo.activated.emit(2)
self.assertEqual(self.__titles(w), {"Bax data set"})
settings = w.settingsHandler.pack_data(w)
w2 = self.create_widget(OWDataSets, stored_settings=settings)
self.wait_until_stop_blocking(w2)
self.assertEqual(w2.language_combo.currentText(), "English")
self.assertEqual(self.__titles(w2), {"Foo data set"})
w.selected_id = "bax.tab"
settings = w.settingsHandler.pack_data(w)
w2 = self.create_widget(OWDataSets, stored_settings=settings)
self.wait_until_stop_blocking(w2)
self.assertEqual(w2.language_combo.currentText(), w2.ALL_LANGUAGES)
self.assertFalse(w2.language_combo.isEnabled())
self.assertEqual(w2.filterLineEdit.text(), "bax d")
self.assertEqual(self.__titles(w2), {"Bax data set"})
@patch("Orange.widgets.data.owdatasets.list_remote",
Mock(return_value={('core', 'foo.tab'): {"language": "English"},
('core', 'bar.tab'): {"language": "Slovenščina"}}))
@patch("Orange.widgets.data.owdatasets.list_local",
Mock(return_value={}))
def test_remember_language(self):
w = self.create_widget(OWDataSets) # type: OWDataSets
self.wait_until_stop_blocking(w)
w.language_combo.setCurrentText("Slovenščina")
w.language_combo.activated.emit(w.language_combo.currentIndex())
settings = w.settingsHandler.pack_data(w)
w2 = self.create_widget(OWDataSets, stored_settings=settings)
self.wait_until_stop_blocking(w2)
self.assertEqual(w2.language_combo.currentText(), "Slovenščina")
settings["language"] = "Klingon"
w2 = self.create_widget(OWDataSets, stored_settings=settings)
self.wait_until_stop_blocking(w2)
self.assertEqual(w2.language_combo.currentText(), "Klingon")
@patch("Orange.widgets.data.owdatasets.list_remote",
Mock(return_value={('core', 'foo.tab'): {"language": "English"},
('core', 'bar.tab'): {"language": "Slovenščina"}}))
@patch("Orange.widgets.data.owdatasets.list_local",
Mock(return_value={}))
def test_remember_all_languages(self):
w = self.create_widget(OWDataSets) # type: OWDataSets
self.wait_until_stop_blocking(w)
w.language_combo.setCurrentText(w.ALL_LANGUAGES)
w.language_combo.activated.emit(w.language_combo.currentIndex())
settings = w.settingsHandler.pack_data(w)
w2 = self.create_widget(OWDataSets, stored_settings=settings)
self.wait_until_stop_blocking(w2)
self.assertEqual(w2.language_combo.currentText(), w2.ALL_LANGUAGES)
@patch("Orange.widgets.data.owdatasets.list_remote",
Mock(return_value={('core', 'iris.tab'): {}}))
@patch("Orange.widgets.data.owdatasets.list_local",
Mock(return_value={}))
@patch("Orange.widgets.data.owdatasets.ensure_local",
Mock(return_value="iris.tab"))
@WidgetTest.skipNonEnglish
def test_download_iris(self):
w = self.create_widget(OWDataSets) # type: OWDataSets
self.wait_until_stop_blocking(w)
# select the only dataset
sel_type = QItemSelectionModel.ClearAndSelect | QItemSelectionModel.Rows
w.view.selectionModel().select(w.view.model().index(0, 0), sel_type)
w.commit()
self.assertEqual(w.selected_id, "iris.tab")
iris = self.get_output(w.Outputs.data, w)
self.assertEqual(len(iris), 150)
@patch("Orange.widgets.data.owdatasets.list_remote",
Mock(side_effect=requests.exceptions.ConnectionError))
@patch("Orange.widgets.data.owdatasets.list_local",
Mock(return_value={('dir1', 'dir2', 'foo.tab'): {},
('bar.tab',): {}}))
@patch("Orange.widgets.data.owdatasets.log", Mock())
@WidgetTest.skipNonEnglish
def test_dir_depth(self):
w = self.create_widget(OWDataSets) # type: OWDataSets
self.wait_until_stop_blocking(w)
self.assertEqual(w.view.model().rowCount(), 2)
def test_migrate_selected_id(self):
settings = {}
OWDataSets.migrate_settings(settings, 0)
self.assertNotIn("selected_id", settings)
settings = {"selected_id": None}
OWDataSets.migrate_settings(settings, 0)
self.assertEqual(settings["selected_id"], None)
settings = {"selected_id": "dir1\\bar"}
OWDataSets.migrate_settings(settings, 0)
self.assertEqual(settings["selected_id"], "bar")
settings = {"selected_id": "dir1/bar"}
OWDataSets.migrate_settings(settings, 0)
self.assertEqual(settings["selected_id"], "bar")
settings = {"selected_id": "bar"}
OWDataSets.migrate_settings(settings, 0)
self.assertEqual(settings["selected_id"], "bar")
if __name__ == "__main__":
unittest.main()
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