import unittest import logging from infi.clickhouse_orm import * class DictionaryTestMixin: def setUp(self): self.database = Database('test-db', log_statements=True) if self.database.server_version < (20, 1, 11, 73): raise unittest.SkipTest('ClickHouse version too old') self._create_dictionary() def tearDown(self): self.database.drop_database() def _test_func(self, func, expected_value): sql = 'SELECT %s AS value' % func.to_sql() logging.info(sql) result = list(self.database.select(sql)) logging.info('\t==> %s', result[0].value if result else '') print('Comparing %s to %s' % (result[0].value, expected_value)) self.assertEqual(result[0].value, expected_value) return result[0].value if result else None class SimpleDictionaryTest(DictionaryTestMixin, unittest.TestCase): def _create_dictionary(self): # Create a table to be used as source for the dictionary self.database.create_table(NumberName) self.database.insert( NumberName(number=i, name=name) for i, name in enumerate('Zero One Two Three Four Five Six Seven Eight Nine Ten'.split()) ) # Create the dictionary self.database.raw(""" CREATE DICTIONARY numbers_dict( number UInt64, name String DEFAULT '?' ) PRIMARY KEY number SOURCE(CLICKHOUSE( HOST 'localhost' PORT 9000 USER 'default' PASSWORD '' DB 'test-db' TABLE 'numbername' )) LIFETIME(100) LAYOUT(HASHED()); """) self.dict_name = 'test-db.numbers_dict' def test_dictget(self): self._test_func(F.dictGet(self.dict_name, 'name', F.toUInt64(3)), 'Three') self._test_func(F.dictGet(self.dict_name, 'name', F.toUInt64(99)), '?') def test_dictgetordefault(self): self._test_func(F.dictGetOrDefault(self.dict_name, 'name', F.toUInt64(3), 'n/a'), 'Three') self._test_func(F.dictGetOrDefault(self.dict_name, 'name', F.toUInt64(99), 'n/a'), 'n/a') def test_dicthas(self): self._test_func(F.dictHas(self.dict_name, F.toUInt64(3)), 1) self._test_func(F.dictHas(self.dict_name, F.toUInt64(99)), 0) class HierarchicalDictionaryTest(DictionaryTestMixin, unittest.TestCase): def _create_dictionary(self): # Create a table to be used as source for the dictionary self.database.create_table(Region) self.database.insert([ Region(region_id=1, parent_region=0, region_name='Russia'), Region(region_id=2, parent_region=1, region_name='Moscow'), Region(region_id=3, parent_region=2, region_name='Center'), Region(region_id=4, parent_region=0, region_name='Great Britain'), Region(region_id=5, parent_region=4, region_name='London'), ]) # Create the dictionary self.database.raw(""" CREATE DICTIONARY regions_dict( region_id UInt64, parent_region UInt64 HIERARCHICAL, region_name String DEFAULT '?' ) PRIMARY KEY region_id SOURCE(CLICKHOUSE( HOST 'localhost' PORT 9000 USER 'default' PASSWORD '' DB 'test-db' TABLE 'region' )) LIFETIME(100) LAYOUT(HASHED()); """) self.dict_name = 'test-db.regions_dict' def test_dictget(self): self._test_func(F.dictGet(self.dict_name, 'region_name', F.toUInt64(3)), 'Center') self._test_func(F.dictGet(self.dict_name, 'parent_region', F.toUInt64(3)), 2) self._test_func(F.dictGet(self.dict_name, 'region_name', F.toUInt64(99)), '?') def test_dictgetordefault(self): self._test_func(F.dictGetOrDefault(self.dict_name, 'region_name', F.toUInt64(3), 'n/a'), 'Center') self._test_func(F.dictGetOrDefault(self.dict_name, 'region_name', F.toUInt64(99), 'n/a'), 'n/a') def test_dicthas(self): self._test_func(F.dictHas(self.dict_name, F.toUInt64(3)), 1) self._test_func(F.dictHas(self.dict_name, F.toUInt64(99)), 0) def test_dictgethierarchy(self): self._test_func(F.dictGetHierarchy(self.dict_name, F.toUInt64(3)), [3, 2, 1]) self._test_func(F.dictGetHierarchy(self.dict_name, F.toUInt64(99)), []) def test_dictisin(self): self._test_func(F.dictIsIn(self.dict_name, F.toUInt64(3), F.toUInt64(1)), 1) self._test_func(F.dictIsIn(self.dict_name, F.toUInt64(3), F.toUInt64(4)), 0) self._test_func(F.dictIsIn(self.dict_name, F.toUInt64(99), F.toUInt64(4)), 0) class NumberName(Model): ''' A table to act as a source for the dictionary ''' number = UInt64Field() name = StringField() engine = Memory() class Region(Model): region_id = UInt64Field() parent_region = UInt64Field() region_name = StringField() engine = Memory()