import pytest import time import psycopg2 import os.path as p import random from helpers.cluster import ClickHouseCluster from helpers.test_tools import assert_eq_with_retry from psycopg2.extensions import ISOLATION_LEVEL_AUTOCOMMIT from helpers.test_tools import TSV from random import randrange import threading from helpers.postgres_utility import get_postgres_conn from helpers.postgres_utility import PostgresManager from helpers.postgres_utility import create_replication_slot, drop_replication_slot from helpers.postgres_utility import create_postgres_schema, drop_postgres_schema from helpers.postgres_utility import create_postgres_table, drop_postgres_table from helpers.postgres_utility import ( create_postgres_table_with_schema, drop_postgres_table_with_schema, ) from helpers.postgres_utility import check_tables_are_synchronized from helpers.postgres_utility import check_several_tables_are_synchronized from helpers.postgres_utility import assert_nested_table_is_created from helpers.postgres_utility import assert_number_of_columns from helpers.postgres_utility import ( postgres_table_template, postgres_table_template_2, postgres_table_template_3, postgres_table_template_4, postgres_table_template_5, ) from helpers.postgres_utility import queries cluster = ClickHouseCluster(__file__) instance = cluster.add_instance( "instance", main_configs=["configs/log_conf.xml"], user_configs=["configs/users.xml"], with_postgres=True, stay_alive=True, ) pg_manager = PostgresManager() @pytest.fixture(scope="module") def started_cluster(): try: cluster.start() pg_manager.init(instance, cluster.postgres_ip, cluster.postgres_port) yield cluster finally: cluster.shutdown() @pytest.fixture(autouse=True) def setup_teardown(): print("PostgreSQL is available - running test") yield # run test pg_manager.restart() def test_add_new_table_to_replication(started_cluster): if instance.is_built_with_sanitizer() or instance.is_debug_build(): pytest.skip("Temporary disabled (FIXME)") cursor = pg_manager.get_db_cursor() cursor.execute("DROP TABLE IF EXISTS test_table") NUM_TABLES = 5 pg_manager.create_and_fill_postgres_tables_from_cursor(cursor, NUM_TABLES, 10000) pg_manager.create_materialized_db( ip=started_cluster.postgres_ip, port=started_cluster.postgres_port ) check_several_tables_are_synchronized(instance, NUM_TABLES) result = instance.query("SHOW TABLES FROM test_database") assert ( result == "postgresql_replica_0\npostgresql_replica_1\npostgresql_replica_2\npostgresql_replica_3\npostgresql_replica_4\n" ) table_name = "postgresql_replica_5" pg_manager.create_and_fill_postgres_table_from_cursor(cursor, table_name) result = instance.query("SHOW CREATE DATABASE test_database") assert ( result[:63] == "CREATE DATABASE test_database\\nENGINE = MaterializedPostgreSQL(" ) # Check without ip assert ( result[-59:] == "\\'postgres_database\\', \\'postgres\\', \\'mysecretpassword\\')\n" ) result = instance.query_and_get_error( "ALTER DATABASE test_database MODIFY SETTING materialized_postgresql_tables_list='tabl1'" ) assert ( "Changing setting `materialized_postgresql_tables_list` is not allowed" in result ) result = instance.query_and_get_error( "ALTER DATABASE test_database MODIFY SETTING materialized_postgresql_tables='tabl1'" ) assert "Database engine MaterializedPostgreSQL does not support setting" in result instance.query(f"ATTACH TABLE test_database.{table_name}") result = instance.query("SHOW TABLES FROM test_database") assert ( result == "postgresql_replica_0\npostgresql_replica_1\npostgresql_replica_2\npostgresql_replica_3\npostgresql_replica_4\npostgresql_replica_5\n" ) check_tables_are_synchronized(instance, table_name) instance.query( f"INSERT INTO postgres_database.{table_name} SELECT number, number from numbers(10000, 10000)" ) check_tables_are_synchronized(instance, table_name) result = instance.query_and_get_error(f"ATTACH TABLE test_database.{table_name}") assert "Table test_database.postgresql_replica_5 already exists" in result result = instance.query_and_get_error("ATTACH TABLE test_database.unknown_table") assert "PostgreSQL table unknown_table does not exist" in result result = instance.query("SHOW CREATE DATABASE test_database") assert ( result[:63] == "CREATE DATABASE test_database\\nENGINE = MaterializedPostgreSQL(" ) assert ( result[-180:] == ")\\nSETTINGS materialized_postgresql_tables_list = \\'postgresql_replica_0,postgresql_replica_1,postgresql_replica_2,postgresql_replica_3,postgresql_replica_4,postgresql_replica_5\\'\n" ) table_name = "postgresql_replica_6" create_postgres_table(cursor, table_name) instance.query( "INSERT INTO postgres_database.{} SELECT number, number from numbers(10000)".format( table_name ) ) instance.query(f"ATTACH TABLE test_database.{table_name}") instance.restart_clickhouse() table_name = "postgresql_replica_7" create_postgres_table(cursor, table_name) instance.query( "INSERT INTO postgres_database.{} SELECT number, number from numbers(10000)".format( table_name ) ) instance.query(f"ATTACH TABLE test_database.{table_name}") result = instance.query("SHOW CREATE DATABASE test_database") assert ( result[:63] == "CREATE DATABASE test_database\\nENGINE = MaterializedPostgreSQL(" ) assert ( result[-222:] == ")\\nSETTINGS materialized_postgresql_tables_list = \\'postgresql_replica_0,postgresql_replica_1,postgresql_replica_2,postgresql_replica_3,postgresql_replica_4,postgresql_replica_5,postgresql_replica_6,postgresql_replica_7\\'\n" ) instance.query( f"INSERT INTO postgres_database.{table_name} SELECT number, number from numbers(10000, 10000)" ) result = instance.query("SHOW TABLES FROM test_database") assert ( result == "postgresql_replica_0\npostgresql_replica_1\npostgresql_replica_2\npostgresql_replica_3\npostgresql_replica_4\npostgresql_replica_5\npostgresql_replica_6\npostgresql_replica_7\n" ) check_several_tables_are_synchronized(instance, NUM_TABLES + 3) def test_remove_table_from_replication(started_cluster): if instance.is_built_with_sanitizer() or instance.is_debug_build(): pytest.skip("Temporary disabled (FIXME)") NUM_TABLES = 5 pg_manager.create_and_fill_postgres_tables(NUM_TABLES, 10000) pg_manager.create_materialized_db( ip=started_cluster.postgres_ip, port=started_cluster.postgres_port ) check_several_tables_are_synchronized(instance, NUM_TABLES) result = instance.query("SHOW TABLES FROM test_database") assert ( result == "postgresql_replica_0\npostgresql_replica_1\npostgresql_replica_2\npostgresql_replica_3\npostgresql_replica_4\n" ) result = instance.query("SHOW CREATE DATABASE test_database") assert ( result[:63] == "CREATE DATABASE test_database\\nENGINE = MaterializedPostgreSQL(" ) assert ( result[-59:] == "\\'postgres_database\\', \\'postgres\\', \\'mysecretpassword\\')\n" ) table_name = "postgresql_replica_4" instance.query(f"DETACH TABLE test_database.{table_name} PERMANENTLY") result = instance.query_and_get_error(f"SELECT * FROM test_database.{table_name}") assert "doesn't exist" in result result = instance.query("SHOW TABLES FROM test_database") assert ( result == "postgresql_replica_0\npostgresql_replica_1\npostgresql_replica_2\npostgresql_replica_3\n" ) result = instance.query("SHOW CREATE DATABASE test_database") assert ( result[:63] == "CREATE DATABASE test_database\\nENGINE = MaterializedPostgreSQL(" ) assert ( result[-138:] == ")\\nSETTINGS materialized_postgresql_tables_list = \\'postgresql_replica_0,postgresql_replica_1,postgresql_replica_2,postgresql_replica_3\\'\n" ) instance.query(f"ATTACH TABLE test_database.{table_name}") check_tables_are_synchronized(instance, table_name) check_several_tables_are_synchronized(instance, NUM_TABLES) instance.query( f"INSERT INTO postgres_database.{table_name} SELECT number, number from numbers(10000, 10000)" ) check_tables_are_synchronized(instance, table_name) result = instance.query("SHOW CREATE DATABASE test_database") assert ( result[:63] == "CREATE DATABASE test_database\\nENGINE = MaterializedPostgreSQL(" ) assert ( result[-159:] == ")\\nSETTINGS materialized_postgresql_tables_list = \\'postgresql_replica_0,postgresql_replica_1,postgresql_replica_2,postgresql_replica_3,postgresql_replica_4\\'\n" ) table_name = "postgresql_replica_1" instance.query(f"DETACH TABLE test_database.{table_name} PERMANENTLY") result = instance.query("SHOW CREATE DATABASE test_database") assert ( result[:63] == "CREATE DATABASE test_database\\nENGINE = MaterializedPostgreSQL(" ) assert ( result[-138:] == ")\\nSETTINGS materialized_postgresql_tables_list = \\'postgresql_replica_0,postgresql_replica_2,postgresql_replica_3,postgresql_replica_4\\'\n" ) cursor = pg_manager.get_db_cursor() cursor.execute(f"drop table if exists postgresql_replica_0;") # Removing from replication table which does not exist in PostgreSQL must be ok. instance.query("DETACH TABLE test_database.postgresql_replica_0 PERMANENTLY") assert instance.contains_in_log( "from publication, because table does not exist in PostgreSQL" ) def test_predefined_connection_configuration(started_cluster): if instance.is_built_with_sanitizer() or instance.is_debug_build(): pytest.skip("Temporary disabled (FIXME)") cursor = pg_manager.get_db_cursor() cursor.execute(f"DROP TABLE IF EXISTS test_table") cursor.execute(f"CREATE TABLE test_table (key integer PRIMARY KEY, value integer)") cursor.execute(f"INSERT INTO test_table SELECT 1, 2") instance.query( "CREATE DATABASE test_database ENGINE = MaterializedPostgreSQL(postgres1) SETTINGS materialized_postgresql_tables_list='test_table'" ) check_tables_are_synchronized(instance, "test_table") pg_manager.drop_materialized_db() insert_counter = 0 def test_database_with_single_non_default_schema(started_cluster): if instance.is_built_with_sanitizer() or instance.is_debug_build(): pytest.skip("Temporary disabled (FIXME)") cursor = pg_manager.get_db_cursor() NUM_TABLES = 5 schema_name = "test_schema" materialized_db = "test_database" clickhouse_postgres_db = "postgres_database_with_schema" global insert_counter insert_counter = 0 def insert_into_tables(): global insert_counter clickhouse_postgres_db = "postgres_database_with_schema" for i in range(NUM_TABLES): table_name = f"postgresql_replica_{i}" instance.query( f"INSERT INTO {clickhouse_postgres_db}.{table_name} SELECT number, number from numbers(1000 * {insert_counter}, 1000)" ) insert_counter += 1 def assert_show_tables(expected): result = instance.query("SHOW TABLES FROM test_database") assert result == expected print("assert show tables Ok") def check_all_tables_are_synchronized(): for i in range(NUM_TABLES): print("checking table", i) check_tables_are_synchronized( instance, f"postgresql_replica_{i}", postgres_database=clickhouse_postgres_db, ) print("synchronization Ok") create_postgres_schema(cursor, schema_name) pg_manager.create_clickhouse_postgres_db( ip=cluster.postgres_ip, port=cluster.postgres_port, name=clickhouse_postgres_db, schema_name=schema_name, ) for i in range(NUM_TABLES): create_postgres_table_with_schema( cursor, schema_name, f"postgresql_replica_{i}" ) insert_into_tables() pg_manager.create_materialized_db( ip=started_cluster.postgres_ip, port=started_cluster.postgres_port, settings=[ f"materialized_postgresql_schema = '{schema_name}'", "materialized_postgresql_allow_automatic_update = 1", ], ) insert_into_tables() check_all_tables_are_synchronized() assert_show_tables( "postgresql_replica_0\npostgresql_replica_1\npostgresql_replica_2\npostgresql_replica_3\npostgresql_replica_4\n" ) instance.restart_clickhouse() check_all_tables_are_synchronized() assert_show_tables( "postgresql_replica_0\npostgresql_replica_1\npostgresql_replica_2\npostgresql_replica_3\npostgresql_replica_4\n" ) insert_into_tables() check_all_tables_are_synchronized() print("ALTER") altered_table = random.randint(0, NUM_TABLES - 1) cursor.execute( "ALTER TABLE test_schema.postgresql_replica_{} ADD COLUMN value2 integer".format( altered_table ) ) instance.query( f"INSERT INTO {clickhouse_postgres_db}.postgresql_replica_{altered_table} SELECT number, number, number from numbers(5000, 1000)" ) assert_number_of_columns(instance, 3, f"postgresql_replica_{altered_table}") check_tables_are_synchronized( instance, f"postgresql_replica_{altered_table}", postgres_database=clickhouse_postgres_db, ) print("DETACH-ATTACH") detached_table_name = "postgresql_replica_1" instance.query(f"DETACH TABLE {materialized_db}.{detached_table_name} PERMANENTLY") assert not instance.contains_in_log( "from publication, because table does not exist in PostgreSQL" ) instance.query(f"ATTACH TABLE {materialized_db}.{detached_table_name}") check_tables_are_synchronized( instance, detached_table_name, postgres_database=clickhouse_postgres_db ) def test_database_with_multiple_non_default_schemas_1(started_cluster): if instance.is_built_with_sanitizer() or instance.is_debug_build(): pytest.skip("Temporary disabled (FIXME)") cursor = pg_manager.get_db_cursor() NUM_TABLES = 5 schema_name = "test_schema" clickhouse_postgres_db = "postgres_database_with_schema" materialized_db = "test_database" publication_tables = "" global insert_counter insert_counter = 0 def insert_into_tables(): global insert_counter clickhouse_postgres_db = "postgres_database_with_schema" for i in range(NUM_TABLES): table_name = f"postgresql_replica_{i}" instance.query( f"INSERT INTO {clickhouse_postgres_db}.{table_name} SELECT number, number from numbers(1000 * {insert_counter}, 1000)" ) insert_counter += 1 def assert_show_tables(expected): result = instance.query("SHOW TABLES FROM test_database") assert result == expected print("assert show tables Ok") def check_all_tables_are_synchronized(): for i in range(NUM_TABLES): print("checking table", i) check_tables_are_synchronized( instance, "postgresql_replica_{}".format(i), schema_name=schema_name, postgres_database=clickhouse_postgres_db, ) print("synchronization Ok") create_postgres_schema(cursor, schema_name) pg_manager.create_clickhouse_postgres_db( ip=cluster.postgres_ip, port=cluster.postgres_port, name=clickhouse_postgres_db, schema_name=schema_name, ) for i in range(NUM_TABLES): table_name = "postgresql_replica_{}".format(i) create_postgres_table_with_schema(cursor, schema_name, table_name) if publication_tables != "": publication_tables += ", " publication_tables += schema_name + "." + table_name insert_into_tables() pg_manager.create_materialized_db( ip=started_cluster.postgres_ip, port=started_cluster.postgres_port, settings=[ f"materialized_postgresql_tables_list = '{publication_tables}'", "materialized_postgresql_tables_list_with_schema=1", "materialized_postgresql_allow_automatic_update = 1", ], ) check_all_tables_are_synchronized() assert_show_tables( "test_schema.postgresql_replica_0\ntest_schema.postgresql_replica_1\ntest_schema.postgresql_replica_2\ntest_schema.postgresql_replica_3\ntest_schema.postgresql_replica_4\n" ) instance.restart_clickhouse() check_all_tables_are_synchronized() assert_show_tables( "test_schema.postgresql_replica_0\ntest_schema.postgresql_replica_1\ntest_schema.postgresql_replica_2\ntest_schema.postgresql_replica_3\ntest_schema.postgresql_replica_4\n" ) insert_into_tables() check_all_tables_are_synchronized() print("ALTER") altered_table = random.randint(0, NUM_TABLES - 1) cursor.execute( "ALTER TABLE test_schema.postgresql_replica_{} ADD COLUMN value2 integer".format( altered_table ) ) instance.query( f"INSERT INTO {clickhouse_postgres_db}.postgresql_replica_{altered_table} SELECT number, number, number from numbers(5000, 1000)" ) assert_number_of_columns( instance, 3, f"{schema_name}.postgresql_replica_{altered_table}" ) check_tables_are_synchronized( instance, f"postgresql_replica_{altered_table}", schema_name=schema_name, postgres_database=clickhouse_postgres_db, ) print("DETACH-ATTACH") detached_table_name = "postgresql_replica_1" instance.query( f"DETACH TABLE {materialized_db}.`{schema_name}.{detached_table_name}` PERMANENTLY" ) assert not instance.contains_in_log( "from publication, because table does not exist in PostgreSQL" ) instance.query( f"ATTACH TABLE {materialized_db}.`{schema_name}.{detached_table_name}`" ) assert_show_tables( "test_schema.postgresql_replica_0\ntest_schema.postgresql_replica_1\ntest_schema.postgresql_replica_2\ntest_schema.postgresql_replica_3\ntest_schema.postgresql_replica_4\n" ) check_tables_are_synchronized( instance, detached_table_name, schema_name=schema_name, postgres_database=clickhouse_postgres_db, ) def test_database_with_multiple_non_default_schemas_2(started_cluster): if instance.is_built_with_sanitizer() or instance.is_debug_build(): pytest.skip("Temporary disabled (FIXME)") cursor = pg_manager.get_db_cursor() NUM_TABLES = 2 schemas_num = 2 schema_list = "schema0, schema1" materialized_db = "test_database" global insert_counter insert_counter = 0 def check_all_tables_are_synchronized(): for i in range(schemas_num): schema_name = f"schema{i}" clickhouse_postgres_db = f"clickhouse_postgres_db{i}" for ti in range(NUM_TABLES): table_name = f"postgresql_replica_{ti}" print(f"checking table {schema_name}.{table_name}") check_tables_are_synchronized( instance, f"{table_name}", schema_name=schema_name, postgres_database=clickhouse_postgres_db, ) print("synchronized Ok") def insert_into_tables(): global insert_counter for i in range(schemas_num): clickhouse_postgres_db = f"clickhouse_postgres_db{i}" for ti in range(NUM_TABLES): table_name = f"postgresql_replica_{ti}" instance.query( f"INSERT INTO {clickhouse_postgres_db}.{table_name} SELECT number, number from numbers(1000 * {insert_counter}, 1000)" ) insert_counter += 1 def assert_show_tables(expected): result = instance.query("SHOW TABLES FROM test_database") assert result == expected print("assert show tables Ok") for i in range(schemas_num): schema_name = f"schema{i}" clickhouse_postgres_db = f"clickhouse_postgres_db{i}" create_postgres_schema(cursor, schema_name) pg_manager.create_clickhouse_postgres_db( ip=cluster.postgres_ip, port=cluster.postgres_port, name=clickhouse_postgres_db, schema_name=schema_name, ) for ti in range(NUM_TABLES): table_name = f"postgresql_replica_{ti}" create_postgres_table_with_schema(cursor, schema_name, table_name) insert_into_tables() pg_manager.create_materialized_db( ip=started_cluster.postgres_ip, port=started_cluster.postgres_port, settings=[ f"materialized_postgresql_schema_list = '{schema_list}'", "materialized_postgresql_allow_automatic_update = 1", ], ) check_all_tables_are_synchronized() insert_into_tables() assert_show_tables( "schema0.postgresql_replica_0\nschema0.postgresql_replica_1\nschema1.postgresql_replica_0\nschema1.postgresql_replica_1\n" ) instance.restart_clickhouse() assert_show_tables( "schema0.postgresql_replica_0\nschema0.postgresql_replica_1\nschema1.postgresql_replica_0\nschema1.postgresql_replica_1\n" ) check_all_tables_are_synchronized() insert_into_tables() check_all_tables_are_synchronized() print("ALTER") altered_schema = random.randint(0, schemas_num - 1) altered_table = random.randint(0, NUM_TABLES - 1) clickhouse_postgres_db = f"clickhouse_postgres_db{altered_schema}" cursor.execute( f"ALTER TABLE schema{altered_schema}.postgresql_replica_{altered_table} ADD COLUMN value2 integer" ) instance.query( f"INSERT INTO clickhouse_postgres_db{altered_schema}.postgresql_replica_{altered_table} SELECT number, number, number from numbers(1000 * {insert_counter}, 1000)" ) assert_number_of_columns( instance, 3, f"schema{altered_schema}.postgresql_replica_{altered_table}" ) check_tables_are_synchronized( instance, f"postgresql_replica_{altered_table}", schema_name=f"schema{altered_schema}", postgres_database=clickhouse_postgres_db, ) print("DETACH-ATTACH") detached_table_name = "postgresql_replica_1" detached_table_schema = "schema0" clickhouse_postgres_db = f"clickhouse_postgres_db0" instance.query( f"DETACH TABLE {materialized_db}.`{detached_table_schema}.{detached_table_name}` PERMANENTLY" ) assert not instance.contains_in_log( "from publication, because table does not exist in PostgreSQL" ) instance.query( f"ATTACH TABLE {materialized_db}.`{detached_table_schema}.{detached_table_name}`" ) assert_show_tables( "schema0.postgresql_replica_0\nschema0.postgresql_replica_1\nschema1.postgresql_replica_0\nschema1.postgresql_replica_1\n" ) check_tables_are_synchronized( instance, f"postgresql_replica_{altered_table}", schema_name=detached_table_schema, postgres_database=clickhouse_postgres_db, ) def test_table_override(started_cluster): if instance.is_built_with_sanitizer() or instance.is_debug_build(): pytest.skip("Temporary disabled (FIXME)") cursor = pg_manager.get_db_cursor() table_name = "table_override" materialized_database = "test_database" create_postgres_table(cursor, table_name, template=postgres_table_template_5) instance.query( f"create table {table_name}(key Int32, value UUID) engine = PostgreSQL (postgres1, table={table_name})" ) instance.query( f"insert into {table_name} select number, generateUUIDv4() from numbers(10)" ) table_overrides = f" TABLE OVERRIDE {table_name} (COLUMNS (key Int32, value UUID) PARTITION BY key)" pg_manager.create_materialized_db( ip=started_cluster.postgres_ip, port=started_cluster.postgres_port, settings=[f"materialized_postgresql_tables_list = '{table_name}'"], table_overrides=table_overrides, ) assert_nested_table_is_created(instance, table_name, materialized_database) result = instance.query(f"show create table {materialized_database}.{table_name}") print(result) expected = "CREATE TABLE test_database.table_override\\n(\\n `key` Int32,\\n `value` UUID,\\n `_sign` Int8() MATERIALIZED 1,\\n `_version` UInt64() MATERIALIZED 1\\n)\\nENGINE = ReplacingMergeTree(_version)\\nPARTITION BY key\\nORDER BY tuple(key)" assert result.strip() == expected time.sleep(5) query = f"select * from {materialized_database}.{table_name} order by key" expected = instance.query(f"select * from {table_name} order by key") instance.query(f"drop table {table_name} no delay") assert_eq_with_retry(instance, query, expected) def test_table_schema_changes_2(started_cluster): if instance.is_built_with_sanitizer() or instance.is_debug_build(): pytest.skip("Temporary disabled (FIXME)") cursor = pg_manager.get_db_cursor() table_name = "test_table" create_postgres_table(cursor, table_name, template=postgres_table_template_2) instance.query( f"INSERT INTO postgres_database.{table_name} SELECT number, number, number, number from numbers(25)" ) pg_manager.create_materialized_db( ip=started_cluster.postgres_ip, port=started_cluster.postgres_port, settings=[ "materialized_postgresql_allow_automatic_update = 1, materialized_postgresql_tables_list='test_table'" ], ) instance.query( f"INSERT INTO postgres_database.{table_name} SELECT number, number, number, number from numbers(25, 25)" ) check_tables_are_synchronized(instance, table_name) cursor.execute(f"ALTER TABLE {table_name} DROP COLUMN value1") cursor.execute(f"ALTER TABLE {table_name} DROP COLUMN value2") cursor.execute(f"ALTER TABLE {table_name} ADD COLUMN value1 Text") cursor.execute(f"ALTER TABLE {table_name} ADD COLUMN value2 Text") cursor.execute(f"ALTER TABLE {table_name} DROP COLUMN value3") cursor.execute(f"ALTER TABLE {table_name} ADD COLUMN value3 Text") cursor.execute(f"ALTER TABLE {table_name} ADD COLUMN value4 Text") cursor.execute(f"UPDATE {table_name} SET value3 = 'kek' WHERE key%2=0") check_tables_are_synchronized(instance, table_name) instance.query( f"INSERT INTO postgres_database.{table_name} SELECT number, toString(number), toString(number), toString(number), toString(number) from numbers(50, 25)" ) cursor.execute(f"ALTER TABLE {table_name} ADD COLUMN value5 Integer") cursor.execute(f"ALTER TABLE {table_name} DROP COLUMN value2") instance.query( f"INSERT INTO postgres_database.{table_name} SELECT number, toString(number), toString(number), toString(number), number from numbers(75, 25)" ) check_tables_are_synchronized(instance, table_name) instance.restart_clickhouse() check_tables_are_synchronized(instance, table_name) cursor.execute(f"ALTER TABLE {table_name} DROP COLUMN value5") cursor.execute(f"ALTER TABLE {table_name} ADD COLUMN value5 Text") instance.query( f"INSERT INTO postgres_database.{table_name} SELECT number, toString(number), toString(number), toString(number), toString(number) from numbers(100, 25)" ) check_tables_are_synchronized(instance, table_name) cursor.execute(f"ALTER TABLE {table_name} ADD COLUMN value6 Text") cursor.execute(f"ALTER TABLE {table_name} ADD COLUMN value7 Integer") cursor.execute(f"ALTER TABLE {table_name} ADD COLUMN value8 Integer") cursor.execute(f"ALTER TABLE {table_name} DROP COLUMN value5") instance.query( f"INSERT INTO postgres_database.{table_name} SELECT number, toString(number), toString(number), toString(number), toString(number), number, number from numbers(125, 25)" ) check_tables_are_synchronized(instance, table_name) if __name__ == "__main__": cluster.start() input("Cluster created, press any key to destroy...") cluster.shutdown()