diff --git a/index.rst b/index.rst index d6e7ac7d7..d75ab03cc 100644 --- a/index.rst +++ b/index.rst @@ -37,6 +37,7 @@ testcontainers-python facilitates the use of Docker containers for functional an modules/redis/README modules/selenium/README modules/k3s/README + modules/weaviate/README Getting Started --------------- diff --git a/modules/weaviate/README.rst b/modules/weaviate/README.rst new file mode 100644 index 000000000..560934164 --- /dev/null +++ b/modules/weaviate/README.rst @@ -0,0 +1,2 @@ +.. autoclass:: testcontainers.weaviate.WeaviateContainer +.. title:: testcontainers.weaviate.WeaviateContainer diff --git a/modules/weaviate/testcontainers/weaviate/__init__.py b/modules/weaviate/testcontainers/weaviate/__init__.py new file mode 100644 index 000000000..ba31c28f4 --- /dev/null +++ b/modules/weaviate/testcontainers/weaviate/__init__.py @@ -0,0 +1,176 @@ +# +# 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. +from typing import TYPE_CHECKING, Optional + +from requests import ConnectionError, get + +from testcontainers.core.generic import DockerContainer +from testcontainers.core.waiting_utils import wait_container_is_ready + +if TYPE_CHECKING: + from requests import Response + + +class WeaviateContainer(DockerContainer): + """ + Weaviate vector database container. + + Arguments: + `image` + Docker image to use with Weaviate container. + `env_vars` + Additional environment variables to include with the container, e.g. ENABLE_MODULES list, QUERY_DEFAULTS_LIMIT setting. + + Example: + This example shows how to start Weaviate container with defualt settings. + + .. doctest:: + + >>> from testcontainers.weaviate import WeaviateContainer + + >>> with WeaviateContainer() as weaviate: + ... with container.get_client() as client: + ... client.is_live() + + This example shows how to start Weaviate container with additinal settings. + + .. doctest:: + + >>> from testcontainers.weaviate import WeaviateContainer + + >>> with WeaviateContainer( + >>> env_vars={ + >>> "ENABLE_MODULES": "backup-filesystem,text2vec-openai", + >>> "BACKUP_FILESYSTEM_PATH": "/tmp/backups", + >>> "QUERY_DEFAULTS_LIMIT": 100, + >>> } + >>> ) as container: + >>> with container.get_client() as client: + >>> client.is_live() + """ + + def __init__( + self, + image: str = "semitechnologies/weaviate:1.24.5", + env_vars: Optional[dict[str, str]] = None, + **kwargs, + ) -> None: + super().__init__(image, **kwargs) + self._http_port = 8080 + self._grpc_port = 50051 + + self.with_command(f"--host 0.0.0.0 --scheme http --port {self._http_port}") + self.with_exposed_ports(self._http_port, self._grpc_port) + + if env_vars is not None: + for key, value in env_vars.items(): + self.with_env(key, value) + + def _configure(self) -> None: + self.with_env("AUTHENTICATION_ANONYMOUS_ACCESS_ENABLED", "true") + self.with_env("PERSISTENCE_DATA_PATH", "/var/lib/weaviate") + + @wait_container_is_ready(ConnectionError) + def _connect(self) -> None: + url = f"http://{self.get_http_host}:{self.get_http_port}/v1/.well-known/ready" + response: Response = get(url) + response.raise_for_status() + + def get_client( + self, + headers: Optional[dict[str, str]] = None, + ): + """ + Get a `weaviate.WeaviateClient` instance associated with the container. + + Arguments: + `headers` + Additional headers to include in the requests, e.g. API keys for third-party Cloud vectorization. + + Returns: + WeaviateClient: An instance of the `weaviate.WeaviateClient` class. + """ + + try: + import weaviate + except ImportError as e: + raise ImportError("To use the `get_client` method, you must install the `weaviate-client` package.") from e + return weaviate.connect_to_custom( + http_host=self.get_http_host, + http_port=self.get_http_port, + http_secure=False, + grpc_host=self.get_http_host, + grpc_port=self.get_grpc_port, + grpc_secure=False, + headers=headers, + ) + + def get_weaviate_http_host(self) -> str: + """ + Get the HTTP host of Weaviate container. + + Returns: + `str` + The HTTP host of Weaviate container. + """ + return f"{self.get_container_host_ip()}" + + def get_weaviate_http_port(self) -> int: + """ + Get the HTTP port of Weaviate container. + + Returns: + `int` + The HTTP port of Weaviate container. + """ + return self.get_exposed_port(self._http_port) + + def get_weaviate_http_secure(self) -> bool: + """ + Get the HTTP secured setting of Weaviate container. + + Returns: + `bool` + True if it's https. + """ + return False + + def get_weaviate_grpc_host(self) -> str: + """ + Get the gRPC host of Weaviate container. + + Returns: + `str` + The gRPC host of Weaviate container. + """ + return f"{self.get_container_host_ip()}" + + def get_weaviate_grpc_port(self) -> int: + """ + Get the gRPC port of Weaviate container. + + Returns: + `int` + The gRPC port of Weaviate container. + """ + return self.get_exposed_port(self._grpc_port) + + def get_weaviate_grpc_secure(self) -> bool: + """ + Get the gRPC secured setting of Weaviate container. + + Returns: + `str` + True if the conntection is secured with SSL. + """ + return False diff --git a/modules/weaviate/tests/test_weaviate.py b/modules/weaviate/tests/test_weaviate.py new file mode 100644 index 000000000..09860141e --- /dev/null +++ b/modules/weaviate/tests/test_weaviate.py @@ -0,0 +1,55 @@ +from testcontainers.weaviate import WeaviateContainer +import weaviate + + +def test_docker_run_weaviate(): + with WeaviateContainer() as container: + client = weaviate.connect_to_custom( + http_host=container.get_weaviate_http_host(), + http_port=container.get_weaviate_http_port(), + http_secure=container.get_weaviate_http_secure(), + grpc_host=container.get_weaviate_grpc_host(), + grpc_port=container.get_weaviate_grpc_port(), + grpc_secure=container.get_weaviate_grpc_secure(), + ) + + meta = client.get_meta() + assert len(meta.get("version")) > 0 + + client.close() + + +def test_docker_run_weaviate_with_client(): + with WeaviateContainer() as container: + with container.get_client() as client: + assert client.is_live() + + meta = client.get_meta() + assert len(meta.get("version")) > 0 + + +def test_docker_run_weaviate_with_modules(): + enable_modules = [ + "backup-filesystem", + "text2vec-openai", + "text2vec-cohere", + "text2vec-huggingface", + "generative-openai", + ] + with WeaviateContainer( + env_vars={ + "ENABLE_MODULES": ",".join(enable_modules), + "BACKUP_FILESYSTEM_PATH": "/tmp/backups", + } + ) as container: + with container.get_client() as client: + assert client.is_live() + + meta = client.get_meta() + assert len(meta.get("version")) > 0 + + modules = meta.get("modules") + assert len(modules) == len(enable_modules) + + for name in enable_modules: + assert len(modules[name]) > 0 diff --git a/poetry.lock b/poetry.lock index d27c491a8..0097aebab 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. 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"time-machine (>=2.10)"] +[[package]] +name = "weaviate-client" +version = "4.5.4" +description = "A python native Weaviate client" +optional = true +python-versions = ">=3.8" +files = [ + {file = "weaviate-client-4.5.4.tar.gz", hash = "sha256:fc53dc73cd53df453c5e6dc758e49a6a1549212d6670ddd013392107120692f8"}, + {file = "weaviate_client-4.5.4-py3-none-any.whl", hash = "sha256:f6d3a6b759e5aa0d3350067490526ea38b9274ae4043b4a3ae0064c28d56883f"}, +] + +[package.dependencies] +authlib = ">=1.2.1,<2.0.0" +grpcio = ">=1.57.0,<2.0.0" +grpcio-health-checking = ">=1.57.0,<2.0.0" +grpcio-tools = ">=1.57.0,<2.0.0" +httpx = "0.27.0" +pydantic = ">=2.5.0,<3.0.0" +requests = ">=2.30.0,<3.0.0" +validators = "0.22.0" + [[package]] name = "websocket-client" version = "1.7.0" @@ -3226,18 +3568,18 @@ h11 = ">=0.9.0,<1" [[package]] name = "zipp" -version = "3.17.0" +version = "3.18.1" description = "Backport of pathlib-compatible object wrapper for zip files" optional = false python-versions = ">=3.8" files = [ - {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"}, - {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"}, + {file = "zipp-3.18.1-py3-none-any.whl", hash = "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b"}, + {file = "zipp-3.18.1.tar.gz", hash = "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"}, ] [package.extras] -docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"] -testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"] +docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] +testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"] [extras] arangodb = ["python-arango"] @@ -3262,8 +3604,9 @@ postgres = [] rabbitmq = ["pika"] redis = ["redis"] selenium = ["selenium"] +weaviate = ["weaviate-client"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<4.0" -content-hash = "c092494be845c5f76ff36892af1fd89c23e9445fd4a1014da8f3335c9862f240" +content-hash = "4424e17db39f2a224dad48440254fa209892ef106d7ff39e2b614a590b7219f2" diff --git a/pyproject.toml b/pyproject.toml index 09dde883d..645f1559e 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -48,7 +48,8 @@ packages = [ { include = "testcontainers", from = "modules/postgres" }, { include = "testcontainers", from = "modules/rabbitmq" }, { include = "testcontainers", from = "modules/redis" }, - { include = "testcontainers", from = "modules/selenium" } + { include = "testcontainers", from = "modules/selenium" }, + { include = "testcontainers", from = "modules/weaviate" } ] [tool.poetry.urls] @@ -83,6 +84,7 @@ cx_Oracle = { version = "*", optional = true } pika = { version = "*", optional = true } redis = { version = "*", optional = true } selenium = { version = "*", optional = true } +weaviate-client = { version = "^4.5.4", optional = true } [tool.poetry.extras] arangodb = ["python-arango"] @@ -107,6 +109,7 @@ postgres = [] rabbitmq = ["pika"] redis = ["redis"] selenium = ["selenium"] +weaviate = ["weaviate-client"] [tool.poetry.group.dev.dependencies] mypy = "1.7.1" @@ -238,6 +241,7 @@ mypy_path = [ # "modules/rabbitmq", # "modules/redis", # "modules/selenium" +# "modules/weaviate" ] enable_error_code = [ "ignore-without-code",