From 8eb554b2446b86606ccf7c09f442ea08194522c3 Mon Sep 17 00:00:00 2001 From: Jascha Date: Thu, 24 Oct 2024 18:00:04 -0700 Subject: [PATCH] Add testing with vcr.py and a compose file --- .github/workflows/test.yaml | 33 +- docker-compose.yaml | 12 + pyproject.toml | 1 + tests/conftest.py | 14 +- tests/pg_vectorizer_test.py | 4 +- tests/utils.py | 56 + tests/vcr_cassettes/pg_vectorizer.yaml | 1907 ++++++++++++++++++++++++ timescale_vector/typings/vcr.pyi | 52 + uv.lock | 98 +- 9 files changed, 2161 insertions(+), 16 deletions(-) create mode 100644 docker-compose.yaml create mode 100644 tests/utils.py create mode 100644 tests/vcr_cassettes/pg_vectorizer.yaml create mode 100644 timescale_vector/typings/vcr.pyi diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml index 1dc8cee..0ebd208 100644 --- a/.github/workflows/test.yaml +++ b/.github/workflows/test.yaml @@ -1,8 +1,31 @@ -name: CI -on: [workflow_dispatch, pull_request, push] +name: Tests + +on: + pull_request: + branches: [ main ] jobs: - test: - if: false + pytest: runs-on: ubuntu-latest - steps: [uses: fastai/workflows/nbdev-ci@master] + steps: + - uses: actions/checkout@v3 + - name: Set up Python + uses: actions/setup-python@v4 + with: + python-version: '3.10' + - name: Install uv + run: pip install uv + - name: Create venv + run: uv venv + - name: Install dependencies + run: | + uv pip install . + uv pip install .[dev] + - name: Start docker-compose + run: docker compose up -d + - name: Run Test + run: uv run pytest + - name: Logs + run: docker compose logs + - name: Stop docker-compose + run: docker compose down \ No newline at end of file diff --git a/docker-compose.yaml b/docker-compose.yaml new file mode 100644 index 0000000..d461e34 --- /dev/null +++ b/docker-compose.yaml @@ -0,0 +1,12 @@ +services: + db: + image: timescale/timescaledb-ha:pg16 + ports: + - "5432:5432" + environment: + - POSTGRES_PASSWORD=postgres + - POSTGRES_USER=postgres + - POSTGRES_DB=postgres + - TIMESCALEDB_TELEMETRY=off + volumes: + - ./data:/var/lib/postgresql/data \ No newline at end of file diff --git a/pyproject.toml b/pyproject.toml index 5cc583a..7a29245 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -116,4 +116,5 @@ dev-dependencies = [ "pandas>=2.2.3", "pytest-asyncio>=0.24.0", "pyright>=1.1.386", + "vcrpy>=6.0.2", ] diff --git a/tests/conftest.py b/tests/conftest.py index cbd771b..cde5f87 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -2,12 +2,20 @@ import psycopg2 import pytest -from dotenv import find_dotenv, load_dotenv + +# from dotenv import find_dotenv, load_dotenv + + +@pytest.fixture(scope="module") +def setup_env_variables() -> None: + os.environ.clear() + os.environ["TIMESCALE_SERVICE_URL"] = "postgres://postgres:postgres@localhost:5432/postgres" + os.environ["OPENAI_API_KEY"] = "fake key" @pytest.fixture(scope="module") -def service_url() -> str: - _ = load_dotenv(find_dotenv(), override=True) +def service_url(setup_env_variables: None) -> str: # noqa: ARG001 + # _ = load_dotenv(find_dotenv(), override=True) return os.environ["TIMESCALE_SERVICE_URL"] diff --git a/tests/pg_vectorizer_test.py b/tests/pg_vectorizer_test.py index 3e163b7..b4250dc 100644 --- a/tests/pg_vectorizer_test.py +++ b/tests/pg_vectorizer_test.py @@ -2,12 +2,12 @@ from typing import Any import psycopg2 -import pytest from langchain.docstore.document import Document from langchain.text_splitter import CharacterTextSplitter from langchain_community.vectorstores.timescalevector import TimescaleVector from langchain_openai import OpenAIEmbeddings +from tests.utils import http_recorder from timescale_vector import client from timescale_vector.pgvectorizer import Vectorize @@ -31,7 +31,7 @@ def get_document(blog: dict[str, Any]) -> list[Document]: return docs -@pytest.mark.skip(reason="requires OpenAI API key") +@http_recorder.use_cassette("pg_vectorizer.yaml") def test_pg_vectorizer(service_url: str) -> None: with psycopg2.connect(service_url) as conn, conn.cursor() as cursor: for item in ["blog", "blog_embedding_work_queue", "blog_embedding"]: diff --git a/tests/utils.py b/tests/utils.py new file mode 100644 index 0000000..811cc1c --- /dev/null +++ b/tests/utils.py @@ -0,0 +1,56 @@ +import os +from typing import Any + +import vcr + +vcr_cassette_path = os.path.join(os.path.dirname(__file__), "vcr_cassettes") + + +def remove_set_cookie_header(response: dict[str, Any]): + """ + Removes the Set-Cookie header from a VCR.py response object to improve cassette consistency. + + This function can be used as a before_record callback in your VCR configuration + to ensure that Set-Cookie headers are stripped from responses before they are + recorded to cassettes. + + Args: + response (vcr.request.Response): The VCR.py response object to modify + + Returns: + vcr.request.Response: The modified response object with Set-Cookie headers removed + + Example: + import vcr + + # Configure VCR with the callback + vcr = vcr.VCR( + before_record_response=remove_set_cookie_header, + match_on=['uri', 'method'] + ) + + with vcr.use_cassette('tests/fixtures/my_cassette.yaml'): + # Make your HTTP requests here + pass + """ + + # Get the headers from the response + headers = response["headers"] + + # Headers to remove (case-insensitive) + headers_to_remove = ["set-cookie", "Set-Cookie"] + + # Remove Set-Cookie headers if they exist + for header in headers_to_remove: + if header in headers: + del headers[header] + + return response + + +http_recorder = vcr.VCR( + cassette_library_dir=vcr_cassette_path, + record_mode="once", + filter_headers=["authorization", "cookie"], + before_record_response=remove_set_cookie_header, +) diff --git a/tests/vcr_cassettes/pg_vectorizer.yaml b/tests/vcr_cassettes/pg_vectorizer.yaml new file mode 100644 index 0000000..8c7b48b --- /dev/null +++ b/tests/vcr_cassettes/pg_vectorizer.yaml @@ -0,0 +1,1907 @@ +interactions: +- request: + body: '{"input": [[7279, 5634, 11, 2316, 25, 1176, 11, 8970, 54474, 6467]], "model": + "text-embedding-ada-002", "encoding_format": "base64"}' + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + connection: + - keep-alive + content-length: + - '132' + content-type: + - application/json + host: + - api.openai.com + user-agent: + - OpenAI/Python 1.51.2 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - MacOS + x-stainless-package-version: + - 1.51.2 + x-stainless-retry-count: + - '0' + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.10.15 + method: POST + uri: https://api.openai.com/v1/embeddings + response: + body: + string: !!binary | + H4sIAAAAAAAAA1R62xKyurbm/XqKWfOWXqWCksG6Q0DOEAU80NXVBYoooMghCWTXfvdd+q/e3X1j + lYACScZ3GvmPf/z1199tXhXX8e9//fV38xzGv//H99gtG7O///XX//zHX3/99dd//D7/vyuLV17c + bs93+bv8d/L5vhXT3//6a/nfR/7vRf/66+9AaBnht7rLu3EDHXRQPKn+2q+9wfOaFrq3fKZY88x8 + 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Content-Encoding: + - gzip + Content-Type: + - application/json + Date: + - Fri, 25 Oct 2024 01:13:05 GMT + Server: + - cloudflare + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-allow-origin: + - '*' + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + openai-model: + - text-embedding-ada-002 + openai-organization: + - timescale-team + openai-processing-ms: + - '76' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + x-ratelimit-limit-requests: + - '10000' + x-ratelimit-limit-tokens: + - '5000000' + x-ratelimit-remaining-requests: + - '9999' + x-ratelimit-remaining-tokens: + - '4999990' + x-ratelimit-reset-requests: + - 6ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_f0d6f10c8261f23b810caeabe179063a + status: + code: 200 + message: OK +version: 1 diff --git a/timescale_vector/typings/vcr.pyi b/timescale_vector/typings/vcr.pyi new file mode 100644 index 0000000..1a3b13c --- /dev/null +++ b/timescale_vector/typings/vcr.pyi @@ -0,0 +1,52 @@ +from collections.abc import Callable +from typing import Any, Literal, Protocol, TypeAlias, TypeVar, overload + +_T = TypeVar("_T") +_F = TypeVar("_F", bound=Callable[..., Any]) + +class VCRConfig(Protocol): + filter_headers: list[str] + ignore_localhost: bool + ignore_hosts: list[str] + record_mode: Literal["once", "new_episodes", "none", "all"] + match_on: list[str] + +class _Cassette: + def __init__(self, path: str) -> None: ... + def play_response(self, request: Any) -> Any: ... + def append(self, request: Any, response: Any) -> None: ... + def responses_of(self, request: Any) -> list[Any]: ... + +class VCR: + def __init__(self, **kwargs: Any) -> None: ... + @overload + def use_cassette(self, path: str) -> Callable[[_F], _F]: ... + @overload + def use_cassette(self, path: str, **kwargs: Any) -> Callable[[_F], _F]: ... + def record_mode(self) -> str: ... + def turn_off(self, *, allow_playback: bool = ...) -> None: ... + def turn_on(self) -> None: ... + def serialize(self) -> dict[str, Any]: ... + +@overload +def use_cassette(path: str) -> Callable[[_F], _F]: ... +@overload +def use_cassette(path: str, **kwargs: Any) -> Callable[[_F], _F]: ... +def use_cassette(path: str, **kwargs: Any) -> _Cassette: ... + +default_vcr: VCR + +class VCRError(Exception): ... +class CannotOverwriteExistingCassetteException(VCRError): ... +class UnhandledHTTPRequestError(VCRError): ... + +# Common kwargs for reference (these aren't actually part of the type system) +COMMON_KWARGS: TypeAlias = Literal[ + "record_mode", # : Literal["once", "new_episodes", "none", "all"] + "match_on", # : list[str] - e.g. ["uri", "method", "body"] + "filter_headers", # : list[str] - headers to filter out + "before_record_response", # : Callable[[Any], Any] + "before_record_request", # : Callable[[Any], Any] + "ignore_localhost", # : bool + "ignore_hosts", # : list[str] +] diff --git a/uv.lock 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