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import unittest |
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from Orange.data.sql.table import SqlTable, SqlRowInstance |
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from Orange.data import filter, domain |
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from Orange.tests.sql.base import PostgresTest, sql_version, sql_test |
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@sql_test |
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class IsDefinedFilterTests(PostgresTest): |
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def setUp(self): |
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self.data = [ |
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[1, 2, 3, None, 'm'], |
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[2, 3, 1, 4, 'f'], |
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[None, None, None, None, None], |
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[7, None, 3, None, 'f'], |
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] |
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conn, self.table_name = self.create_sql_table(self.data) |
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self.table = SqlTable(conn, self.table_name, inspect_values=True) |
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def tearDown(self): |
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self.drop_sql_table(self.table_name) |
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def test_on_all_columns(self): |
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filtered_data = filter.IsDefined()(self.table) |
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correct_data = [row for row in self.data if all(row)] |
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self.assertEqual(len(filtered_data), len(correct_data)) |
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self.assertSequenceEqual(filtered_data, correct_data) |
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def test_selected_columns(self): |
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filtered_data = filter.IsDefined(columns=[0])(self.table) |
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correct_data = [row for row in self.data if row[0]] |
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self.assertEqual(len(filtered_data), len(correct_data)) |
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self.assertSequenceEqual(filtered_data, correct_data) |
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def test_all_columns_negated(self): |
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filtered_data = filter.IsDefined(negate=True)(self.table) |
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correct_data = [row for row in self.data if not all(row)] |
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self.assertEqual(len(filtered_data), len(correct_data)) |
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self.assertSequenceEqual(filtered_data, correct_data) |
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def test_selected_columns_negated(self): |
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filtered_data = \ |
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filter.IsDefined(negate=True, columns=[4])(self.table) |
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correct_data = [row for row in self.data if not row[4]] |
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self.assertEqual(len(filtered_data), len(correct_data)) |
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self.assertSequenceEqual(filtered_data, correct_data) |
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def test_can_inherit_is_defined_filter(self): |
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filtered_data = filter.IsDefined(columns=[1])(self.table) |
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filtered_data = filtered_data[:, 4] |
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correct_data = [[row[4]]for row in self.data if row[1]] |
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self.assertEqual(len(filtered_data), len(correct_data)) |
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self.assertSequenceEqual(filtered_data, correct_data) |
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@sql_test |
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class HasClassFilterTests(PostgresTest): |
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def setUp(self): |
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self.data = [ |
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[1, 2, 3, None, 'm'], |
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[2, 3, 1, 4, 'f'], |
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[None, None, None, None, None], |
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[7, None, 3, None, 'f'], |
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] |
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self.conn, self.table_name = self.create_sql_table(self.data) |
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table = SqlTable(self.conn, self.table_name, inspect_values=True) |
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variables = table.domain.variables |
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new_table = table.copy() |
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new_table.domain = domain.Domain(variables[:-1], variables[-1:]) |
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self.table = new_table |
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def tearDown(self): |
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self.drop_sql_table(self.table_name) |
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def test_has_class(self): |
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filtered_data = filter.HasClass()(self.table) |
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correct_data = [row for row in self.data if row[-1]] |
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self.assertEqual(len(filtered_data), len(correct_data)) |
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self.assertSequenceEqual(filtered_data, correct_data) |
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def test_negated(self): |
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filtered_data = filter.HasClass(negate=True)(self.table) |
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correct_data = [row for row in self.data if not row[-1]] |
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self.assertEqual(len(filtered_data), len(correct_data)) |
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self.assertSequenceEqual(filtered_data, correct_data) |
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@sql_test |
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class SameValueFilterTests(PostgresTest): |
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def setUp(self): |
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self.data = [ |
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[1, 2, 3, 'a', 'm'], |
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[2, None, 1, 'a', 'f'], |
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[None, 3, 1, 'b', None], |
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[2, 2, 3, 'b', 'f'], |
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] |
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self.conn, self.table_name = self.create_sql_table(self.data) |
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self.table = SqlTable(self.conn, self.table_name, inspect_values=True) |
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def tearDown(self): |
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self.drop_sql_table(self.table_name) |
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def test_on_continuous_attribute(self): |
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filtered_data = filter.SameValue(0, 1)(self.table) |
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correct_data = [row for row in self.data if row[0] == 1] |
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self.assertEqual(len(filtered_data), len(correct_data)) |
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self.assertSequenceEqual(filtered_data, correct_data) |
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def test_on_continuous_attribute_with_unknowns(self): |
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filtered_data = filter.SameValue(1, 2)(self.table) |
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correct_data = [row for row in self.data if row[1] == 2] |
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self.assertEqual(len(filtered_data), len(correct_data)) |
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self.assertSequenceEqual(filtered_data, correct_data) |
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def test_on_continuous_attribute_with_unknown_value(self): |
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filtered_data = filter.SameValue(1, None)(self.table) |
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correct_data = [row for row in self.data if row[1] is None] |
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self.assertEqual(len(filtered_data), len(correct_data)) |
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self.assertSequenceEqual(filtered_data, correct_data) |
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def test_on_continuous_attribute_negated(self): |
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filtered_data = filter.SameValue(0, 1, negate=True)(self.table) |
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correct_data = [row for row in self.data if not row[0] == 1] |
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self.assertEqual(len(filtered_data), len(correct_data)) |
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self.assertSequenceEqual(filtered_data, correct_data) |
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def test_on_discrete_attribute(self): |
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filtered_data = filter.SameValue(3, 'a')(self.table) |
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correct_data = [row for row in self.data if row[3] == 'a'] |
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self.assertEqual(len(filtered_data), len(correct_data)) |
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self.assertSequenceEqual(filtered_data, correct_data) |
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def test_on_discrete_attribute_with_unknown_value(self): |
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filtered_data = filter.SameValue(4, None)(self.table) |
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correct_data = [row for row in self.data if row[4] is None] |
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self.assertEqual(len(filtered_data), len(correct_data)) |
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self.assertSequenceEqual(filtered_data, correct_data) |
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def test_on_discrete_attribute_with_unknowns(self): |
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filtered_data = filter.SameValue(4, 'm')(self.table) |
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correct_data = [row for row in self.data if row[4] == 'm'] |
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self.assertEqual(len(filtered_data), len(correct_data)) |
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self.assertSequenceEqual(filtered_data, correct_data) |
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def test_on_discrete_attribute_negated(self): |
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filtered_data = filter.SameValue(3, 'a', negate=True)(self.table) |
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correct_data = [row for row in self.data if not row[3] == 'a'] |
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self.assertEqual(len(filtered_data), len(correct_data)) |
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self.assertSequenceEqual(filtered_data, correct_data) |
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def test_on_discrete_attribute_value_passed_as_int(self): |
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values = self.table.domain[3].values |
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filtered_data = filter.SameValue(3, 0, negate=True)(self.table) |
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correct_data = [row for row in self.data if not row[3] == values[0]] |
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self.assertEqual(len(filtered_data), len(correct_data)) |
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self.assertSequenceEqual(filtered_data, correct_data) |
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def test_on_discrete_attribute_value_passed_as_float(self): |
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values = self.table.domain[3].values |
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filtered_data = filter.SameValue(3, 0., negate=True)(self.table) |
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correct_data = [row for row in self.data if not row[3] == values[0]] |
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self.assertEqual(len(filtered_data), len(correct_data)) |
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self.assertSequenceEqual(filtered_data, correct_data) |
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@sql_test |
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class ValuesFilterTests(PostgresTest): |
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def setUp(self): |
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self.data = [ |
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[1, 2, 3, 'a', 'm'], |
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[2, None, 1, 'a', 'f'], |
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[None, 3, 1, 'b', None], |
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[2, 2, 3, 'b', 'f'], |
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] |
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conn, self.table_name = self.create_sql_table(self.data) |
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self.table = SqlTable(conn, self.table_name, inspect_values=True) |
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def tearDown(self): |
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self.drop_sql_table(self.table_name) |
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def test_values_filter_with_no_conditions(self): |
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with self.assertRaises(ValueError): |
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filtered_data = filter.Values([])(self.table) |
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def test_discrete_value_filter(self): |
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filtered_data = filter.Values(conditions=[ |
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filter.FilterDiscrete(3, ['a']) |
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])(self.table) |
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correct_data = [row for row in self.data if row[3] in ['a']] |
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self.assertEqual(len(filtered_data), len(correct_data)) |
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self.assertSequenceEqual(filtered_data, correct_data) |
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def test_discrete_value_filter_with_multiple_values(self): |
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filtered_data = filter.Values(conditions=[ |
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filter.FilterDiscrete(3, ['a', 'b']) |
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])(self.table) |
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correct_data = [row for row in self.data if row[3] in ['a', 'b']] |
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self.assertEqual(len(filtered_data), len(correct_data)) |
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self.assertSequenceEqual(filtered_data, correct_data) |
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def test_discrete_value_filter_with_None(self): |
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filtered_data = filter.Values(conditions=[ |
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filter.FilterDiscrete(3, None) |
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])(self.table) |
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correct_data = [row for row in self.data if row[3] is not None] |
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self.assertEqual(len(filtered_data), len(correct_data)) |
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self.assertSequenceEqual(filtered_data, correct_data) |
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def test_continuous_value_filter_equal(self): |
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filtered_data = filter.Values(conditions=[ |
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filter.FilterContinuous(0, filter.FilterContinuous.Equal, 1) |
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])(self.table) |
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correct_data = [row for row in self.data if row[0] == 1] |
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self.assertEqual(len(filtered_data), len(correct_data)) |
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self.assertSequenceEqual(filtered_data, correct_data) |
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def test_continuous_value_filter_not_equal(self): |
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filtered_data = filter.Values(conditions=[ |
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filter.FilterContinuous(0, filter.FilterContinuous.NotEqual, 1) |
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])(self.table) |
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correct_data = [row for row in self.data if row[0] != 1] |
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self.assertEqual(len(filtered_data), len(correct_data)) |
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self.assertSequenceEqual(filtered_data, correct_data) |
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247
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def test_continuous_value_filter_less(self): |
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filtered_data = filter.Values(conditions=[ |
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filter.FilterContinuous(0, filter.FilterContinuous.Less, 2) |
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])(self.table) |
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correct_data = [row for row in self.data |
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if row[0] is not None and row[0] < 2] |
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self.assertEqual(len(filtered_data), len(correct_data)) |
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self.assertSequenceEqual(filtered_data, correct_data) |
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def test_continuous_value_filter_less_equal(self): |
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filtered_data = filter.Values(conditions=[ |
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filter.FilterContinuous(0, filter.FilterContinuous.LessEqual, 2) |
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])(self.table) |
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correct_data = [row for row in self.data |
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if row[0] is not None and row[0] <= 2] |
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self.assertEqual(len(filtered_data), len(correct_data)) |
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self.assertSequenceEqual(filtered_data, correct_data) |
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def test_continuous_value_filter_greater(self): |
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268
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filtered_data = filter.Values(conditions=[ |
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filter.FilterContinuous(0, filter.FilterContinuous.Greater, 1) |
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])(self.table) |
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correct_data = [row for row in self.data |
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if row[0] is not None and row[0] > 1] |
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self.assertEqual(len(filtered_data), len(correct_data)) |
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self.assertSequenceEqual(filtered_data, correct_data) |
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277
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def test_continuous_value_filter_greater_equal(self): |
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278
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filtered_data = filter.Values(conditions=[ |
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filter.FilterContinuous(0, filter.FilterContinuous.GreaterEqual, 1) |
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280
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])(self.table) |
|
281
|
|
|
correct_data = [row for row in self.data |
|
282
|
|
|
if row[0] is not None and row[0] >= 1] |
|
283
|
|
|
|
|
284
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
285
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
286
|
|
|
|
|
287
|
|
|
def test_continuous_value_filter_between(self): |
|
288
|
|
|
filtered_data = filter.Values(conditions=[ |
|
289
|
|
|
filter.FilterContinuous(0, filter.FilterContinuous.Between, 1, 2) |
|
290
|
|
|
])(self.table) |
|
291
|
|
|
correct_data = [row for row in self.data |
|
292
|
|
|
if row[0] is not None and 1 <= row[0] <= 2] |
|
293
|
|
|
|
|
294
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
295
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
296
|
|
|
|
|
297
|
|
|
def test_continuous_value_filter_outside(self): |
|
298
|
|
|
filtered_data = filter.Values(conditions=[ |
|
299
|
|
|
filter.FilterContinuous(0, filter.FilterContinuous.Outside, 2, 3) |
|
300
|
|
|
])(self.table) |
|
301
|
|
|
correct_data = [row for row in self.data |
|
302
|
|
|
if row[0] is not None and not 2 <= row[0] <= 3] |
|
303
|
|
|
|
|
304
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
305
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
306
|
|
|
|
|
307
|
|
|
def test_continuous_value_filter_isdefined(self): |
|
308
|
|
|
filtered_data = filter.Values(conditions=[ |
|
309
|
|
|
filter.FilterContinuous(1, filter.FilterContinuous.IsDefined) |
|
310
|
|
|
])(self.table) |
|
311
|
|
|
correct_data = [row for row in self.data if row[1] is not None] |
|
312
|
|
|
|
|
313
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
314
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
315
|
|
|
|
|
316
|
|
|
|
|
317
|
|
|
@sql_test |
|
318
|
|
|
class FilterStringTest(PostgresTest): |
|
319
|
|
|
def setUp(self): |
|
320
|
|
|
self.data = [ |
|
321
|
|
|
[w] for w in "Lorem ipsum dolor sit amet, consectetur adipiscing" |
|
322
|
|
|
"elit. Vestibulum vel dolor nulla. Etiam elit lectus, mollis nec" |
|
323
|
|
|
"mattis sed, pellentesque in turpis. Vivamus non nisi dolor. Etiam" |
|
324
|
|
|
"lacinia dictum purus, in ullamcorper ante vulputate sed. Nullam" |
|
325
|
|
|
"congue blandit elementum. Donec blandit laoreet posuere. Proin" |
|
326
|
|
|
"quis augue eget tortor posuere mollis. Fusce vestibulum bibendum" |
|
327
|
|
|
"neque at convallis. Donec iaculis risus volutpat malesuada" |
|
328
|
|
|
"vehicula. Ut cursus tempor massa vulputate lacinia. Pellentesque" |
|
329
|
|
|
"eu tortor sed diam placerat porttitor et volutpat risus. In" |
|
330
|
|
|
"vulputate rutrum lacus ac sagittis. Suspendisse interdum luctus" |
|
331
|
|
|
"sem auctor commodo.".split(' ')] + [[None], [None]] |
|
332
|
|
|
self.conn, self.table_name = self.create_sql_table(self.data) |
|
333
|
|
|
self.table = SqlTable(self.conn, self.table_name) |
|
334
|
|
|
|
|
335
|
|
|
def tearDown(self): |
|
336
|
|
|
self.drop_sql_table(self.table_name) |
|
337
|
|
|
|
|
338
|
|
|
def test_filter_string_is_defined(self): |
|
339
|
|
|
filtered_data = filter.Values(conditions=[ |
|
340
|
|
|
filter.FilterString(-1, filter.FilterString.IsDefined) |
|
341
|
|
|
])(self.table) |
|
342
|
|
|
correct_data = [SqlRowInstance(filtered_data.domain, row) |
|
343
|
|
|
for row in self.data if row[0] is not None] |
|
344
|
|
|
|
|
345
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
346
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
347
|
|
|
|
|
348
|
|
|
def test_filter_string_equal(self): |
|
349
|
|
|
filtered_data = filter.Values(conditions=[ |
|
350
|
|
|
filter.FilterString(-1, filter.FilterString.Equal, 'in') |
|
351
|
|
|
])(self.table) |
|
352
|
|
|
correct_data = [SqlRowInstance(filtered_data.domain, row) |
|
353
|
|
|
for row in self.data if row[0] == 'in'] |
|
354
|
|
|
|
|
355
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
356
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
357
|
|
|
|
|
358
|
|
|
def test_filter_string_equal_case_insensitive_value(self): |
|
|
|
|
|
|
359
|
|
|
filtered_data = filter.Values(conditions=[ |
|
360
|
|
|
filter.FilterString(-1, filter.FilterString.Equal, 'In', |
|
361
|
|
|
case_sensitive=False) |
|
362
|
|
|
])(self.table) |
|
363
|
|
|
correct_data = [SqlRowInstance(filtered_data.domain, row) |
|
364
|
|
|
for row in self.data if row[0] == 'in'] |
|
365
|
|
|
|
|
366
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
367
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
368
|
|
|
|
|
369
|
|
|
def test_filter_string_equal_case_insensitive_data(self): |
|
|
|
|
|
|
370
|
|
|
filtered_data = filter.Values(conditions=[ |
|
371
|
|
|
filter.FilterString(-1, filter.FilterString.Equal, 'donec', |
|
372
|
|
|
case_sensitive=False) |
|
373
|
|
|
])(self.table) |
|
374
|
|
|
correct_data = [SqlRowInstance(filtered_data.domain, row) |
|
375
|
|
|
for row in self.data if row[0] == 'Donec'] |
|
376
|
|
|
|
|
377
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
378
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
379
|
|
|
|
|
380
|
|
|
def test_filter_string_not_equal(self): |
|
381
|
|
|
filtered_data = filter.Values(conditions=[ |
|
382
|
|
|
filter.FilterString(-1, filter.FilterString.NotEqual, 'in') |
|
383
|
|
|
])(self.table) |
|
384
|
|
|
correct_data = [SqlRowInstance(filtered_data.domain, row) |
|
385
|
|
|
for row in self.data if row[0] != 'in'] |
|
386
|
|
|
|
|
387
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
388
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
389
|
|
|
|
|
390
|
|
|
def test_filter_string_not_equal_case_insensitive_value(self): |
|
|
|
|
|
|
391
|
|
|
filtered_data = filter.Values(conditions=[ |
|
392
|
|
|
filter.FilterString(-1, filter.FilterString.NotEqual, 'In', |
|
393
|
|
|
case_sensitive=False) |
|
394
|
|
|
])(self.table) |
|
395
|
|
|
correct_data = [SqlRowInstance(filtered_data.domain, row) |
|
396
|
|
|
for row in self.data if row[0] != 'in'] |
|
397
|
|
|
|
|
398
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
399
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
400
|
|
|
|
|
401
|
|
|
def test_filter_string_not_equal_case_insensitive_data(self): |
|
|
|
|
|
|
402
|
|
|
filtered_data = filter.Values(conditions=[ |
|
403
|
|
|
filter.FilterString(-1, filter.FilterString.NotEqual, 'donec', |
|
404
|
|
|
case_sensitive=False) |
|
405
|
|
|
])(self.table) |
|
406
|
|
|
correct_data = [SqlRowInstance(filtered_data.domain, row) |
|
407
|
|
|
for row in self.data if row[0] != 'Donec'] |
|
408
|
|
|
|
|
409
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
410
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
411
|
|
|
|
|
412
|
|
|
def test_filter_string_less(self): |
|
|
|
|
|
|
413
|
|
|
filtered_data = filter.Values(conditions=[ |
|
414
|
|
|
filter.FilterString(-1, filter.FilterString.Less, 'A') |
|
415
|
|
|
])(self.table) |
|
416
|
|
|
correct_data = [SqlRowInstance(filtered_data.domain, row) |
|
417
|
|
|
for row in self.data |
|
418
|
|
|
if row[0] is not None and row[0] < 'A'] |
|
419
|
|
|
|
|
420
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
421
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
422
|
|
|
|
|
423
|
|
|
def test_filter_string_less_case_insensitive_value(self): |
|
|
|
|
|
|
424
|
|
|
filtered_data = filter.Values(conditions=[ |
|
425
|
|
|
filter.FilterString(-1, filter.FilterString.Less, 'In', |
|
426
|
|
|
case_sensitive=False) |
|
427
|
|
|
])(self.table) |
|
428
|
|
|
correct_data = [SqlRowInstance(filtered_data.domain, row) |
|
429
|
|
|
for row in self.data |
|
430
|
|
|
if row[0] is not None and row[0].lower() < 'in'] |
|
431
|
|
|
|
|
432
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
433
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
434
|
|
|
|
|
435
|
|
|
def test_filter_string_less_case_insensitive_data(self): |
|
|
|
|
|
|
436
|
|
|
filtered_data = filter.Values(conditions=[ |
|
437
|
|
|
filter.FilterString(-1, filter.FilterString.Less, 'donec', |
|
438
|
|
|
case_sensitive=False) |
|
439
|
|
|
])(self.table) |
|
440
|
|
|
correct_data = [SqlRowInstance(filtered_data.domain, row) |
|
441
|
|
|
for row in self.data |
|
442
|
|
|
if row[0] is not None and row[0].lower() < 'donec'] |
|
443
|
|
|
|
|
444
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
445
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
446
|
|
|
|
|
447
|
|
|
def test_filter_string_less_equal(self): |
|
|
|
|
|
|
448
|
|
|
filtered_data = filter.Values(conditions=[ |
|
449
|
|
|
filter.FilterString(-1, filter.FilterString.LessEqual, 'A') |
|
450
|
|
|
])(self.table) |
|
451
|
|
|
correct_data = [SqlRowInstance(filtered_data.domain, row) |
|
452
|
|
|
for row in self.data |
|
453
|
|
|
if row[0] is not None and row[0] <= 'A'] |
|
454
|
|
|
|
|
455
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
456
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
457
|
|
|
|
|
458
|
|
|
def test_filter_string_less_equal_case_insensitive_value(self): |
|
|
|
|
|
|
459
|
|
|
filtered_data = filter.Values(conditions=[ |
|
460
|
|
|
filter.FilterString(-1, filter.FilterString.LessEqual, 'In', |
|
461
|
|
|
case_sensitive=False) |
|
462
|
|
|
])(self.table) |
|
463
|
|
|
correct_data = [SqlRowInstance(filtered_data.domain, row) |
|
464
|
|
|
for row in self.data |
|
465
|
|
|
if row[0] is not None and row[0].lower() <= 'in'] |
|
466
|
|
|
|
|
467
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
468
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
469
|
|
|
|
|
470
|
|
|
def test_filter_string_less_equal_case_insensitive_data(self): |
|
|
|
|
|
|
471
|
|
|
filtered_data = filter.Values(conditions=[ |
|
472
|
|
|
filter.FilterString(-1, filter.FilterString.LessEqual, 'donec', |
|
473
|
|
|
case_sensitive=False) |
|
474
|
|
|
])(self.table) |
|
475
|
|
|
correct_data = [SqlRowInstance(filtered_data.domain, row) |
|
476
|
|
|
for row in self.data |
|
477
|
|
|
if row[0] is not None and row[0].lower() <= 'donec'] |
|
478
|
|
|
|
|
479
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
480
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
481
|
|
|
|
|
482
|
|
|
def test_filter_string_greater(self): |
|
|
|
|
|
|
483
|
|
|
filtered_data = filter.Values(conditions=[ |
|
484
|
|
|
filter.FilterString(-1, filter.FilterString.Greater, 'volutpat') |
|
485
|
|
|
])(self.table) |
|
486
|
|
|
correct_data = [SqlRowInstance(filtered_data.domain, row) |
|
487
|
|
|
for row in self.data |
|
488
|
|
|
if row[0] is not None and row[0] > 'volutpat'] |
|
489
|
|
|
|
|
490
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
491
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
492
|
|
|
|
|
493
|
|
|
def test_filter_string_greater_case_insensitive_value(self): |
|
|
|
|
|
|
494
|
|
|
filtered_data = filter.Values(conditions=[ |
|
495
|
|
|
filter.FilterString(-1, filter.FilterString.Greater, 'In', |
|
496
|
|
|
case_sensitive=False) |
|
497
|
|
|
])(self.table) |
|
498
|
|
|
correct_data = [SqlRowInstance(filtered_data.domain, row) |
|
499
|
|
|
for row in self.data |
|
500
|
|
|
if row[0] is not None and row[0].lower() > 'in'] |
|
501
|
|
|
|
|
502
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
503
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
504
|
|
|
|
|
505
|
|
|
def test_filter_string_greater_case_insensitive_data(self): |
|
|
|
|
|
|
506
|
|
|
filtered_data = filter.Values(conditions=[ |
|
507
|
|
|
filter.FilterString(-1, filter.FilterString.Greater, 'donec', |
|
508
|
|
|
case_sensitive=False) |
|
509
|
|
|
])(self.table) |
|
510
|
|
|
correct_data = [SqlRowInstance(filtered_data.domain, row) |
|
511
|
|
|
for row in self.data |
|
512
|
|
|
if row[0] is not None and row[0].lower() > 'donec'] |
|
513
|
|
|
|
|
514
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
515
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
516
|
|
|
|
|
517
|
|
|
def test_filter_string_greater_equal(self): |
|
|
|
|
|
|
518
|
|
|
filtered_data = filter.Values(conditions=[ |
|
519
|
|
|
filter.FilterString(-1, filter.FilterString.GreaterEqual, 'volutpat') |
|
520
|
|
|
])(self.table) |
|
521
|
|
|
correct_data = [SqlRowInstance(filtered_data.domain, row) |
|
522
|
|
|
for row in self.data |
|
523
|
|
|
if row[0] is not None and row[0] >= 'volutpat'] |
|
524
|
|
|
|
|
525
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
526
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
527
|
|
|
|
|
528
|
|
|
def test_filter_string_greater_equal_case_insensitive_value(self): |
|
|
|
|
|
|
529
|
|
|
filtered_data = filter.Values(conditions=[ |
|
530
|
|
|
filter.FilterString(-1, filter.FilterString.GreaterEqual, 'In', |
|
531
|
|
|
case_sensitive=False) |
|
532
|
|
|
])(self.table) |
|
533
|
|
|
correct_data = [SqlRowInstance(filtered_data.domain, row) |
|
534
|
|
|
for row in self.data |
|
535
|
|
|
if row[0] is not None and row[0].lower() >= 'in'] |
|
536
|
|
|
|
|
537
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
538
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
539
|
|
|
|
|
540
|
|
|
def test_filter_string_greater_equal_case_insensitive_data(self): |
|
|
|
|
|
|
541
|
|
|
filtered_data = filter.Values(conditions=[ |
|
542
|
|
|
filter.FilterString(-1, filter.FilterString.GreaterEqual, 'donec', |
|
543
|
|
|
case_sensitive=False) |
|
544
|
|
|
])(self.table) |
|
545
|
|
|
correct_data = [SqlRowInstance(filtered_data.domain, row) |
|
546
|
|
|
for row in self.data |
|
547
|
|
|
if row[0] is not None and row[0].lower() >= 'donec'] |
|
548
|
|
|
|
|
549
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
550
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
551
|
|
|
|
|
552
|
|
|
def test_filter_string_between(self): |
|
|
|
|
|
|
553
|
|
|
filtered_data = filter.Values(conditions=[ |
|
554
|
|
|
filter.FilterString(-1, filter.FilterString.Between, 'a', 'c') |
|
555
|
|
|
])(self.table) |
|
556
|
|
|
correct_data = [SqlRowInstance(filtered_data.domain, row) |
|
557
|
|
|
for row in self.data |
|
558
|
|
|
if row[0] is not None and 'a' <= row[0] <= 'c'] |
|
559
|
|
|
|
|
560
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
561
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
562
|
|
|
|
|
563
|
|
|
def test_filter_string_between_case_insensitive_value(self): |
|
|
|
|
|
|
564
|
|
|
filtered_data = filter.Values(conditions=[ |
|
565
|
|
|
filter.FilterString(-1, filter.FilterString.Between, 'I', 'O', |
|
566
|
|
|
case_sensitive=False) |
|
567
|
|
|
])(self.table) |
|
568
|
|
|
correct_data = [SqlRowInstance(filtered_data.domain, row) |
|
569
|
|
|
for row in self.data |
|
570
|
|
|
if row[0] is not None and 'i' < row[0].lower() <= 'o'] |
|
571
|
|
|
|
|
572
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
573
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
574
|
|
|
|
|
575
|
|
|
def test_filter_string_between_case_insensitive_data(self): |
|
|
|
|
|
|
576
|
|
|
filtered_data = filter.Values(conditions=[ |
|
577
|
|
|
filter.FilterString(-1, filter.FilterString.Between, 'i', 'O', |
|
578
|
|
|
case_sensitive=False) |
|
579
|
|
|
])(self.table) |
|
580
|
|
|
correct_data = [SqlRowInstance(filtered_data.domain, row) |
|
581
|
|
|
for row in self.data |
|
582
|
|
|
if row[0] is not None and 'i' <= row[0].lower() <= 'o'] |
|
583
|
|
|
|
|
584
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
585
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
586
|
|
|
|
|
587
|
|
|
def test_filter_string_contains(self): |
|
|
|
|
|
|
588
|
|
|
filtered_data = filter.Values(conditions=[ |
|
589
|
|
|
filter.FilterString(-1, filter.FilterString.Contains, 'et') |
|
590
|
|
|
])(self.table) |
|
591
|
|
|
correct_data = [SqlRowInstance(filtered_data.domain, row) |
|
592
|
|
|
for row in self.data |
|
593
|
|
|
if row[0] is not None and 'et' in row[0]] |
|
594
|
|
|
|
|
595
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
596
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
597
|
|
|
|
|
598
|
|
|
def test_filter_string_contains_case_insensitive_value(self): |
|
|
|
|
|
|
599
|
|
|
filtered_data = filter.Values(conditions=[ |
|
600
|
|
|
filter.FilterString(-1, filter.FilterString.Contains, 'eT', |
|
601
|
|
|
case_sensitive=False) |
|
602
|
|
|
])(self.table) |
|
603
|
|
|
correct_data = [SqlRowInstance(filtered_data.domain, row) |
|
604
|
|
|
for row in self.data |
|
605
|
|
|
if row[0] is not None and 'et' in row[0].lower()] |
|
606
|
|
|
|
|
607
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
608
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
609
|
|
|
|
|
610
|
|
|
def test_filter_string_contains_case_insensitive_data(self): |
|
|
|
|
|
|
611
|
|
|
filtered_data = filter.Values(conditions=[ |
|
612
|
|
|
filter.FilterString(-1, filter.FilterString.Contains, 'do', |
|
613
|
|
|
case_sensitive=False) |
|
614
|
|
|
])(self.table) |
|
615
|
|
|
correct_data = [SqlRowInstance(filtered_data.domain, row) |
|
616
|
|
|
for row in self.data |
|
617
|
|
|
if row[0] is not None and 'do' in row[0].lower()] |
|
618
|
|
|
|
|
619
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
620
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
621
|
|
|
|
|
622
|
|
|
def test_filter_string_outside(self): |
|
623
|
|
|
filtered_data = filter.Values(conditions=[ |
|
624
|
|
|
filter.FilterString(-1, filter.FilterString.Outside, 'am', 'di') |
|
625
|
|
|
])(self.table) |
|
626
|
|
|
correct_data = [SqlRowInstance(filtered_data.domain, row) |
|
627
|
|
|
for row in self.data |
|
628
|
|
|
if row[0] is not None and not 'am' < row[0] < 'di'] |
|
629
|
|
|
|
|
630
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
631
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
632
|
|
|
|
|
633
|
|
|
def test_filter_string_outside_case_insensitive(self): |
|
634
|
|
|
filtered_data = filter.Values(conditions=[ |
|
635
|
|
|
filter.FilterString(-1, filter.FilterString.Outside, 'd', 'k', |
|
636
|
|
|
case_sensitive=False) |
|
637
|
|
|
])(self.table) |
|
638
|
|
|
correct_data = [SqlRowInstance(filtered_data.domain, row) |
|
639
|
|
|
for row in self.data |
|
640
|
|
|
if row[0] is not None and not 'd' < row[0].lower() < 'k'] |
|
641
|
|
|
|
|
642
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
643
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
644
|
|
|
|
|
645
|
|
|
def test_filter_string_starts_with(self): |
|
|
|
|
|
|
646
|
|
|
filtered_data = filter.Values(conditions=[ |
|
647
|
|
|
filter.FilterString(-1, filter.FilterString.StartsWith, 'D') |
|
648
|
|
|
])(self.table) |
|
649
|
|
|
correct_data = [SqlRowInstance(filtered_data.domain, row) |
|
650
|
|
|
for row in self.data |
|
651
|
|
|
if row[0] is not None and row[0].startswith('D')] |
|
652
|
|
|
|
|
653
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
654
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
655
|
|
|
|
|
656
|
|
|
def test_filter_string_starts_with_case_insensitive(self): |
|
|
|
|
|
|
657
|
|
|
filtered_data = filter.Values(conditions=[ |
|
658
|
|
|
filter.FilterString(-1, filter.FilterString.StartsWith, 'D', |
|
659
|
|
|
case_sensitive=False) |
|
660
|
|
|
])(self.table) |
|
661
|
|
|
correct_data = [SqlRowInstance(filtered_data.domain, row) |
|
662
|
|
|
for row in self.data |
|
663
|
|
|
if row[0] is not None |
|
664
|
|
|
and row[0].lower().startswith('d')] |
|
665
|
|
|
|
|
666
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
667
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
668
|
|
|
|
|
669
|
|
|
def test_filter_string_ends_with(self): |
|
|
|
|
|
|
670
|
|
|
filtered_data = filter.Values(conditions=[ |
|
671
|
|
|
filter.FilterString(-1, filter.FilterString.EndsWith, 's') |
|
672
|
|
|
])(self.table) |
|
673
|
|
|
correct_data = [SqlRowInstance(filtered_data.domain, row) |
|
674
|
|
|
for row in self.data |
|
675
|
|
|
if row[0] is not None and row[0].endswith('s')] |
|
676
|
|
|
|
|
677
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
678
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
679
|
|
|
|
|
680
|
|
|
def test_filter_string_ends_with_case_insensitive(self): |
|
|
|
|
|
|
681
|
|
|
filtered_data = filter.Values(conditions=[ |
|
682
|
|
|
filter.FilterString(-1, filter.FilterString.EndsWith, 'S', |
|
683
|
|
|
case_sensitive=False) |
|
684
|
|
|
])(self.table) |
|
685
|
|
|
correct_data = [SqlRowInstance(filtered_data.domain, row) |
|
686
|
|
|
for row in self.data |
|
687
|
|
|
if row[0] is not None |
|
688
|
|
|
and row[0].lower().endswith('s')] |
|
689
|
|
|
|
|
690
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
691
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
692
|
|
|
|
|
693
|
|
|
def test_filter_string_list(self): |
|
694
|
|
|
filtered_data = filter.Values(conditions=[ |
|
695
|
|
|
filter.FilterStringList(-1, ['et', 'in']) |
|
696
|
|
|
])(self.table) |
|
697
|
|
|
correct_data = [SqlRowInstance(filtered_data.domain, row) |
|
698
|
|
|
for row in self.data if row[0] in ['et', 'in']] |
|
699
|
|
|
|
|
700
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
701
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
702
|
|
|
|
|
703
|
|
|
def test_filter_string_list_case_insensitive_value(self): |
|
|
|
|
|
|
704
|
|
|
filtered_data = filter.Values(conditions=[ |
|
705
|
|
|
filter.FilterStringList(-1, ['Et', 'In'], case_sensitive=False) |
|
706
|
|
|
])(self.table) |
|
707
|
|
|
correct_data = [SqlRowInstance(filtered_data.domain, row) |
|
708
|
|
|
for row in self.data if row[0] in ['et', 'in']] |
|
709
|
|
|
|
|
710
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
711
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
712
|
|
|
|
|
713
|
|
|
def test_filter_string_list_case_insensitive_data(self): |
|
|
|
|
|
|
714
|
|
|
filtered_data = filter.Values(conditions=[ |
|
715
|
|
|
filter.FilterStringList(-1, ['donec'], case_sensitive=False) |
|
716
|
|
|
])(self.table) |
|
717
|
|
|
correct_data = [SqlRowInstance(filtered_data.domain, row) |
|
718
|
|
|
for row in self.data if row[0] in ['Donec']] |
|
719
|
|
|
|
|
720
|
|
|
self.assertEqual(len(filtered_data), len(correct_data)) |
|
721
|
|
|
self.assertSequenceEqual(filtered_data, correct_data) |
|
722
|
|
|
|
hugobuddel /
orange3
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