import unittest from infi.clickhouse_orm.database import Database, DatabaseException from infi.clickhouse_orm.models import Model from infi.clickhouse_orm.fields import * from infi.clickhouse_orm.engines import * import logging logging.getLogger("requests").setLevel(logging.WARNING) class EnginesTestCase(unittest.TestCase): def setUp(self): self.database = Database('test-db') def tearDown(self): self.database.drop_database() def _create_and_insert(self, model_class): self.database.create_table(model_class) self.database.insert([ model_class(date='2017-01-01', event_id=23423, event_group=13, event_count=7, event_version=1) ]) def test_merge_tree(self): class TestModel(SampleModel): engine = MergeTree('date', ('date', 'event_id', 'event_group')) self._create_and_insert(TestModel) def test_merge_tree_with_sampling(self): class TestModel(SampleModel): engine = MergeTree('date', ('date', 'event_id', 'event_group'), sampling_expr='intHash32(event_id)') self._create_and_insert(TestModel) def test_merge_tree_with_granularity(self): class TestModel(SampleModel): engine = MergeTree('date', ('date', 'event_id', 'event_group'), index_granularity=4096) self._create_and_insert(TestModel) def test_collapsing_merge_tree(self): class TestModel(SampleModel): engine = CollapsingMergeTree('date', ('date', 'event_id', 'event_group'), 'event_version') self._create_and_insert(TestModel) def test_summing_merge_tree(self): class TestModel(SampleModel): engine = SummingMergeTree('date', ('date', 'event_group'), ('event_count',)) self._create_and_insert(TestModel) def test_replacing_merge_tree(self): class TestModel(SampleModel): engine = ReplacingMergeTree('date', ('date', 'event_id', 'event_group'), 'event_uversion') self._create_and_insert(TestModel) class SampleModel(Model): date = DateField() event_id = UInt32Field() event_group = UInt32Field() event_count = UInt16Field() event_version = Int8Field() event_uversion = UInt8Field(materialized='abs(event_version)')