infi.clickhouse_orm/tests/test_migrations.py

261 lines
8.2 KiB
Python

from __future__ import unicode_literals
import unittest
from infi.clickhouse_orm.database import Database
from infi.clickhouse_orm.models import Model, BufferModel
from infi.clickhouse_orm.fields import *
from infi.clickhouse_orm.engines import *
from infi.clickhouse_orm.migrations import MigrationHistory
# Add tests to path so that migrations will be importable
import sys, os
sys.path.append(os.path.dirname(__file__))
try:
Enum # exists in Python 3.4+
except NameError:
from enum import Enum # use the enum34 library instead
import logging
logging.basicConfig(level=logging.DEBUG, format='%(message)s')
logging.getLogger("requests").setLevel(logging.WARNING)
class MigrationsTestCase(unittest.TestCase):
def setUp(self):
self.database = Database('test-db')
self.database.drop_table(MigrationHistory)
def tearDown(self):
self.database.drop_database()
def tableExists(self, model_class):
query = "EXISTS TABLE $db.`%s`" % model_class.table_name()
return next(self.database.select(query)).result == 1
def getTableFields(self, model_class):
query = "DESC `%s`.`%s`" % (self.database.db_name, model_class.table_name())
return [(row.name, row.type) for row in self.database.select(query)]
def test_migrations(self):
# Creation and deletion of table
self.database.migrate('tests.sample_migrations', 1)
self.assertTrue(self.tableExists(Model1))
self.database.migrate('tests.sample_migrations', 2)
self.assertFalse(self.tableExists(Model1))
self.database.migrate('tests.sample_migrations', 3)
self.assertTrue(self.tableExists(Model1))
# Adding, removing and altering simple fields
self.assertEqual(self.getTableFields(Model1), [('date', 'Date'), ('f1', 'Int32'), ('f2', 'String')])
self.database.migrate('tests.sample_migrations', 4)
self.assertEqual(self.getTableFields(Model2), [('date', 'Date'), ('f1', 'Int32'), ('f3', 'Float32'), ('f2', 'String'), ('f4', 'String'), ('f5', 'Array(UInt64)')])
self.database.migrate('tests.sample_migrations', 5)
self.assertEqual(self.getTableFields(Model3), [('date', 'Date'), ('f1', 'Int64'), ('f3', 'Float64'), ('f4', 'String')])
# Altering enum fields
self.database.migrate('tests.sample_migrations', 6)
self.assertTrue(self.tableExists(EnumModel1))
self.assertEqual(self.getTableFields(EnumModel1),
[('date', 'Date'), ('f1', "Enum8('dog' = 1, 'cat' = 2, 'cow' = 3)")])
self.database.migrate('tests.sample_migrations', 7)
self.assertTrue(self.tableExists(EnumModel1))
self.assertEqual(self.getTableFields(EnumModel2),
[('date', 'Date'), ('f1', "Enum16('dog' = 1, 'cat' = 2, 'horse' = 3, 'pig' = 4)")])
# Materialized fields and alias fields
self.database.migrate('tests.sample_migrations', 8)
self.assertTrue(self.tableExists(MaterializedModel))
self.assertEqual(self.getTableFields(MaterializedModel),
[('date_time', "DateTime"), ('date', 'Date')])
self.database.migrate('tests.sample_migrations', 9)
self.assertTrue(self.tableExists(AliasModel))
self.assertEqual(self.getTableFields(AliasModel),
[('date', 'Date'), ('date_alias', "Date")])
# Buffer models creation and alteration
self.database.migrate('tests.sample_migrations', 10)
self.assertTrue(self.tableExists(Model4))
self.assertTrue(self.tableExists(Model4Buffer))
self.assertEqual(self.getTableFields(Model4), [('date', 'Date'), ('f1', 'Int32'), ('f2', 'String')])
self.assertEqual(self.getTableFields(Model4Buffer), [('date', 'Date'), ('f1', 'Int32'), ('f2', 'String')])
self.database.migrate('tests.sample_migrations', 11)
self.assertEqual(self.getTableFields(Model4), [('date', 'Date'), ('f3', 'DateTime'), ('f2', 'String')])
self.assertEqual(self.getTableFields(Model4Buffer), [('date', 'Date'), ('f3', 'DateTime'), ('f2', 'String')])
self.database.migrate('tests.sample_migrations', 12)
self.assertEqual(self.database.count(Model3), 3)
data = [item.f1 for item in self.database.select('SELECT f1 FROM $table ORDER BY f1', model_class=Model3)]
self.assertListEqual(data, [1, 2, 3])
self.database.migrate('tests.sample_migrations', 13)
self.assertEqual(self.database.count(Model3), 4)
data = [item.f1 for item in self.database.select('SELECT f1 FROM $table ORDER BY f1', model_class=Model3)]
self.assertListEqual(data, [1, 2, 3, 4])
self.database.migrate('tests.sample_migrations', 14)
self.assertTrue(self.tableExists(MaterializedModel1))
self.assertEqual(self.getTableFields(MaterializedModel1),
[('date_time', 'DateTime'), ('int_field', 'Int8'), ('date', 'Date'), ('int_field_plus_one', 'Int8')])
self.assertTrue(self.tableExists(AliasModel1))
self.assertEqual(self.getTableFields(AliasModel1),
[('date', 'Date'), ('int_field', 'Int8'), ('date_alias', 'Date'), ('int_field_plus_one', 'Int8')])
# Several different models with the same table name, to simulate a table that changes over time
class Model1(Model):
date = DateField()
f1 = Int32Field()
f2 = StringField()
engine = MergeTree('date', ('date',))
@classmethod
def table_name(cls):
return 'mig'
class Model2(Model):
date = DateField()
f1 = Int32Field()
f3 = Float32Field()
f2 = StringField()
f4 = StringField()
f5 = ArrayField(UInt64Field()) # addition of an array field
engine = MergeTree('date', ('date',))
@classmethod
def table_name(cls):
return 'mig'
class Model3(Model):
date = DateField()
f1 = Int64Field() # changed from Int32
f3 = Float64Field() # changed from Float32
f4 = StringField()
engine = MergeTree('date', ('date',))
@classmethod
def table_name(cls):
return 'mig'
class EnumModel1(Model):
date = DateField()
f1 = Enum8Field(Enum('SomeEnum1', 'dog cat cow'))
engine = MergeTree('date', ('date',))
@classmethod
def table_name(cls):
return 'enum_mig'
class EnumModel2(Model):
date = DateField()
f1 = Enum16Field(Enum('SomeEnum2', 'dog cat horse pig')) # changed type and values
engine = MergeTree('date', ('date',))
@classmethod
def table_name(cls):
return 'enum_mig'
class MaterializedModel(Model):
date_time = DateTimeField()
date = DateField(materialized='toDate(date_time)')
engine = MergeTree('date', ('date',))
@classmethod
def table_name(cls):
return 'materalized_date'
class MaterializedModel1(Model):
date_time = DateTimeField()
date = DateField(materialized='toDate(date_time)')
int_field = Int8Field()
int_field_plus_one = Int8Field(materialized='int_field + 1')
engine = MergeTree('date', ('date',))
@classmethod
def table_name(cls):
return 'materalized_date'
class AliasModel(Model):
date = DateField()
date_alias = DateField(alias='date')
engine = MergeTree('date', ('date',))
@classmethod
def table_name(cls):
return 'alias_date'
class AliasModel1(Model):
date = DateField()
date_alias = DateField(alias='date')
int_field = Int8Field()
int_field_plus_one = Int8Field(alias='int_field + 1')
engine = MergeTree('date', ('date',))
@classmethod
def table_name(cls):
return 'alias_date'
class Model4(Model):
date = DateField()
f1 = Int32Field()
f2 = StringField()
engine = MergeTree('date', ('date',))
@classmethod
def table_name(cls):
return 'model4'
class Model4Buffer(BufferModel, Model4):
engine = Buffer(Model4)
@classmethod
def table_name(cls):
return 'model4buffer'
class Model4_changed(Model):
date = DateField()
f3 = DateTimeField()
f2 = StringField()
engine = MergeTree('date', ('date',))
@classmethod
def table_name(cls):
return 'model4'
class Model4Buffer_changed(BufferModel, Model4_changed):
engine = Buffer(Model4_changed)
@classmethod
def table_name(cls):
return 'model4buffer'