import os import sys import time import pytest sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__)))) SCRIPT_DIR = os.path.dirname(os.path.realpath(__file__)) from helpers.cluster import ClickHouseCluster cluster = ClickHouseCluster(__file__) node = cluster.add_instance('node', stay_alive=True, main_configs=['config/models_config.xml', 'config/catboost_lib.xml']) def copy_file_to_container(local_path, dist_path, container_id): os.system("docker cp {local} {cont_id}:{dist}".format(local=local_path, cont_id=container_id, dist=dist_path)) config = ''' /etc/clickhouse-server/model/{model_config} ''' @pytest.fixture(scope="module") def started_cluster(): try: cluster.start() copy_file_to_container(os.path.join(SCRIPT_DIR, 'model/.'), '/etc/clickhouse-server/model', node.docker_id) node.restart_clickhouse() yield cluster finally: cluster.shutdown() def change_config(model_config): node.replace_config("/etc/clickhouse-server/config.d/models_config.xml", config.format(model_config=model_config)) node.query("SYSTEM RELOAD CONFIG;") def test(started_cluster): if node.is_built_with_memory_sanitizer(): pytest.skip("Memory Sanitizer cannot work with third-party shared libraries") # Set config with the path to the first model. change_config("model_config.xml") node.query("SELECT modelEvaluate('model1', 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);") # Change path to the second model in config. change_config("model_config2.xml") # Check that the new model is loaded. node.query("SELECT modelEvaluate('model2', 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);") # Check that the old model was unloaded. node.query_and_get_error("SELECT modelEvaluate('model1', 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);")