ClickHouse/tests/integration/test_catboost_model_config_reload/test.py

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 = """<clickhouse>
    <models_config>/etc/clickhouse-server/model/{model_config}</models_config>
</clickhouse>"""


@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);"
    )