import unittest import datetime import pytz from infi.clickhouse_orm.database import Database from infi.clickhouse_orm.models import Model, NO_VALUE from infi.clickhouse_orm.fields import * from infi.clickhouse_orm.engines import * from infi.clickhouse_orm.utils import parse_tsv class CompressedFieldsTestCase(unittest.TestCase): def setUp(self): self.database = Database('test-db', log_statements=True) self.database.create_table(CompressedModel) def tearDown(self): self.database.drop_database() def test_defaults(self): # Check that all fields have their explicit or implicit defaults instance = CompressedModel() self.database.insert([instance]) self.assertEqual(instance.date_field, datetime.date(1970, 1, 1)) self.assertEqual(instance.datetime_field, datetime.datetime(1970, 1, 1, tzinfo=pytz.utc)) self.assertEqual(instance.string_field, 'dozo') self.assertEqual(instance.int64_field, 42) self.assertEqual(instance.float_field, 0) self.assertEqual(instance.nullable_field, None) self.assertEqual(instance.array_field, []) def test_assignment(self): # Check that all fields are assigned during construction kwargs = dict( uint64_field=217, date_field=datetime.date(1973, 12, 6), datetime_field=datetime.datetime(2000, 5, 24, 10, 22, tzinfo=pytz.utc), string_field='aloha', int64_field=-50, float_field=3.14, nullable_field=-2.718281, array_field=['123456789123456','','a'] ) instance = CompressedModel(**kwargs) self.database.insert([instance]) for name, value in kwargs.items(): self.assertEqual(kwargs[name], getattr(instance, name)) def test_string_conversion(self): # Check field conversion from string during construction instance = CompressedModel(date_field='1973-12-06', int64_field='100', float_field='7', nullable_field=None, array_field='[a,b,c]') self.assertEqual(instance.date_field, datetime.date(1973, 12, 6)) self.assertEqual(instance.int64_field, 100) self.assertEqual(instance.float_field, 7) self.assertEqual(instance.nullable_field, None) self.assertEqual(instance.array_field, ['a', 'b', 'c']) # Check field conversion from string during assignment instance.int64_field = '99' self.assertEqual(instance.int64_field, 99) def test_to_dict(self): instance = CompressedModel(date_field='1973-12-06', int64_field='100', float_field='7', array_field='[a,b,c]') self.assertDictEqual(instance.to_dict(), { "date_field": datetime.date(1973, 12, 6), "int64_field": 100, "float_field": 7.0, "datetime_field": datetime.datetime(1970, 1, 1, 0, 0, 0, tzinfo=pytz.utc), "alias_field": NO_VALUE, 'string_field': 'dozo', 'nullable_field': None, 'uint64_field': 0, 'array_field': ['a','b','c'] }) self.assertDictEqual(instance.to_dict(include_readonly=False), { "date_field": datetime.date(1973, 12, 6), "int64_field": 100, "float_field": 7.0, "datetime_field": datetime.datetime(1970, 1, 1, 0, 0, 0, tzinfo=pytz.utc), 'string_field': 'dozo', 'nullable_field': None, 'uint64_field': 0, 'array_field': ['a', 'b', 'c'] }) self.assertDictEqual( instance.to_dict(include_readonly=False, field_names=('int64_field', 'alias_field', 'datetime_field')), { "int64_field": 100, "datetime_field": datetime.datetime(1970, 1, 1, 0, 0, 0, tzinfo=pytz.utc) }) def test_confirm_compression_codec(self): if self.database.server_version < (19, 17): raise unittest.SkipTest('ClickHouse version too old') instance = CompressedModel(date_field='1973-12-06', int64_field='100', float_field='7', array_field='[a,b,c]') self.database.insert([instance]) r = self.database.raw("select name, compression_codec from system.columns where table = '{}' and database='{}' FORMAT TabSeparatedWithNamesAndTypes".format(instance.table_name(), self.database.db_name)) lines = r.splitlines() field_names = parse_tsv(lines[0]) field_types = parse_tsv(lines[1]) data = [tuple(parse_tsv(line)) for line in lines[2:]] self.assertListEqual(data, [('uint64_field', 'CODEC(ZSTD(10))'), ('datetime_field', 'CODEC(Delta(4), ZSTD(1))'), ('date_field', 'CODEC(Delta(4), ZSTD(22))'), ('int64_field', 'CODEC(LZ4)'), ('string_field', 'CODEC(LZ4HC(10))'), ('nullable_field', 'CODEC(ZSTD(1))'), ('array_field', 'CODEC(Delta(2), LZ4HC(0))'), ('float_field', 'CODEC(NONE)'), ('alias_field', '')]) class CompressedModel(Model): uint64_field = UInt64Field(codec='ZSTD(10)') datetime_field = DateTimeField(codec='Delta,ZSTD') date_field = DateField(codec='Delta(4),ZSTD(22)') int64_field = Int64Field(default=42, codec='LZ4') string_field = StringField(default='dozo', codec='LZ4HC(10)') nullable_field = NullableField(Float32Field(), codec='ZSTD') array_field = ArrayField(FixedStringField(length=15), codec='Delta(2),LZ4HC') float_field = Float32Field(codec='NONE') alias_field = Float32Field(alias='float_field', codec='ZSTD(4)') engine = MergeTree('datetime_field', ('uint64_field', 'datetime_field'))