From ec76df27c3d95ac1b79df3a049b4e2c12539081d Mon Sep 17 00:00:00 2001 From: Ivan Belyaev Date: Thu, 13 Jun 2024 23:15:33 +0300 Subject: [PATCH] fix: Container for Milvus database (#606) I use this wonderful package for writing tests, but I did not find a container for [Milvus vector database](https://milvus.io/docs) Please check, I'm ready to correct comments --------- Co-authored-by: ivan Co-authored-by: David Ankin --- index.rst | 1 + modules/milvus/README.rst | 2 + .../milvus/testcontainers/milvus/__init__.py | 85 ++++++ modules/milvus/tests/test_milvus.py | 39 +++ poetry.lock | 264 +++++++++++++++++- pyproject.toml | 3 + 6 files changed, 388 insertions(+), 6 deletions(-) create mode 100644 modules/milvus/README.rst create mode 100644 modules/milvus/testcontainers/milvus/__init__.py create mode 100644 modules/milvus/tests/test_milvus.py diff --git a/index.rst b/index.rst index 9eb58cf4..45bc3380 100644 --- a/index.rst +++ b/index.rst @@ -28,6 +28,7 @@ testcontainers-python facilitates the use of Docker containers for functional an modules/keycloak/README modules/localstack/README modules/memcached/README + modules/milvus/README modules/minio/README modules/mongodb/README modules/mssql/README diff --git a/modules/milvus/README.rst b/modules/milvus/README.rst new file mode 100644 index 00000000..f823d7fe --- /dev/null +++ b/modules/milvus/README.rst @@ -0,0 +1,2 @@ +.. autoclass:: testcontainers.milvus.MilvusContainer +.. title:: testcontainers.milvus.MilvusContainer diff --git a/modules/milvus/testcontainers/milvus/__init__.py b/modules/milvus/testcontainers/milvus/__init__.py new file mode 100644 index 00000000..39a1403e --- /dev/null +++ b/modules/milvus/testcontainers/milvus/__init__.py @@ -0,0 +1,85 @@ +# +# Licensed under the Apache License, Version 2.0 (the "License"); you may +# not use this file except in compliance with the License. You may obtain +# a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, WITHOUT +# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the +# License for the specific language governing permissions and limitations +# under the License. + +import requests + +from testcontainers.core.config import testcontainers_config as c +from testcontainers.core.generic import DockerContainer +from testcontainers.core.waiting_utils import wait_container_is_ready, wait_for_logs + + +class MilvusContainer(DockerContainer): + """ + Milvus database container. + + Read mode about Milvus: https://milvus.io/docs + + Example: + + The example spins up a Milvus database and connects to it client using MilvisClient. + + .. doctest:: + + >>> from testcontainers.milvus import MilvusContainer + >>> with MilvusContainer("milvusdb/milvus:v2.4.4") as milvus_container: + ... milvus_container.get_exposed_port(milvus_container.port) in milvus_container.get_connection_url() + True + """ + + def __init__( + self, + image: str = "milvusdb/milvus:latest", + port: int = 19530, + **kwargs, + ) -> None: + super().__init__(image=image, **kwargs) + self.port = port + self.healthcheck_port = 9091 + self.with_exposed_ports(self.port, self.healthcheck_port) + self.cmd = "milvus run standalone" + + envs = {"ETCD_USE_EMBED": "true", "ETCD_DATA_DIR": "/var/lib/milvus/etcd", "COMMON_STORAGETYPE": "local"} + + for env, value in envs.items(): + self.with_env(env, value) + + def get_connection_url(self) -> str: + ip = self.get_container_host_ip() + port = self.get_exposed_port(self.port) + return f"http://{ip}:{port}" + + @wait_container_is_ready() + def _connect(self) -> None: + msg = "Welcome to use Milvus!" + wait_for_logs(self, f".*{msg}.*", c.max_tries, c.sleep_time) + self._healthcheck() + + def _get_healthcheck_url(self) -> str: + ip = self.get_container_host_ip() + port = self.get_exposed_port(self.healthcheck_port) + return f"http://{ip}:{port}" + + @wait_container_is_ready(requests.exceptions.HTTPError) + def _healthcheck(self) -> None: + healthcheck_url = self._get_healthcheck_url() + response = requests.get(f"{healthcheck_url}/healthz", timeout=1) + response.raise_for_status() + + def start(self) -> "MilvusContainer": + """This method starts the Milvus container and runs the healthcheck + to verify that the container is ready to use.""" + self.with_command(self.cmd) + super().start() + self._connect() + self._healthcheck() + return self diff --git a/modules/milvus/tests/test_milvus.py b/modules/milvus/tests/test_milvus.py new file mode 100644 index 00000000..12887a49 --- /dev/null +++ b/modules/milvus/tests/test_milvus.py @@ -0,0 +1,39 @@ +import pytest +from pymilvus import MilvusClient + +from testcontainers.milvus import MilvusContainer + +VERSIONS = ["v2.4.0", "v2.4.4"] + + +class ClientMilvusContainer(MilvusContainer): + def get_client(self, *, dbname: str = "default", token: str = "root:Milvus") -> MilvusClient: + connection_url = self.get_connection_url() + client = MilvusClient(uri=connection_url, dbname=dbname, token=token) + return client + + +@pytest.mark.parametrize("version", VERSIONS) +def test_run_milvus_success(version: str): + image = f"milvusdb/milvus:{version}" + + with MilvusContainer(image=image) as milvus_container: + exposed_port = milvus_container.get_exposed_port(milvus_container.port) + url = milvus_container.get_connection_url() + + assert url and exposed_port in url + + +@pytest.mark.parametrize("version", VERSIONS) +def test_milvus_client_success(version: str): + image = f"milvusdb/milvus:{version}" + test_collection = "test_collection" + + with ClientMilvusContainer(image=image) as milvus_container: + client = milvus_container.get_client() + client.create_collection(test_collection, dimension=2) + collections = client.list_collections() + assert test_collection in collections + + client.drop_collection(test_collection) + assert not client.has_collection(test_collection) diff --git a/poetry.lock b/poetry.lock index 272b0b23..4f07c50b 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. 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