openai-python/tests/api_resources/test_vector_stores.py at main · kpdevspace/openai-python · GitHub

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# File generated from our OpenAPI spec by Stainless. See CONTRIBUTING.md for details.

from __future__ import annotations

import os

from typing import Any, cast

import pytest

from openai import OpenAI, AsyncOpenAI

from tests.utils import assert_matches_type

from openai.types import (

VectorStore,

VectorStoreDeleted,

VectorStoreSearchResponse,

)

from openai.pagination import SyncPage, AsyncPage, SyncCursorPage, AsyncCursorPage

base_url = os.environ.get("TEST_API_BASE_URL", "http://127.0.0.1:4010")

class TestVectorStores:

parametrize = pytest.mark.parametrize("client", [False, True], indirect=True, ids=["loose", "strict"])

@parametrize

def test_method_create(self, client: OpenAI) -> None:

vector_store = client.vector_stores.create()

assert_matches_type(VectorStore, vector_store, path=["response"])

@parametrize

def test_method_create_with_all_params(self, client: OpenAI) -> None:

vector_store = client.vector_stores.create(

chunking_strategy={"type": "auto"},

expires_after={

"anchor": "last_active_at",

"days": 1,

file_ids=["string"],

metadata={"foo": "string"},

name="name",

)

assert_matches_type(VectorStore, vector_store, path=["response"])

@parametrize

def test_raw_response_create(self, client: OpenAI) -> None:

response = client.vector_stores.with_raw_response.create()

assert response.is_closed is True

assert response.http_request.headers.get("X-Stainless-Lang") == "python"

vector_store = response.parse()

assert_matches_type(VectorStore, vector_store, path=["response"])

@parametrize

def test_streaming_response_create(self, client: OpenAI) -> None:

with client.vector_stores.with_streaming_response.create() as response:

assert not response.is_closed

assert response.http_request.headers.get("X-Stainless-Lang") == "python"

vector_store = response.parse()

assert_matches_type(VectorStore, vector_store, path=["response"])

assert cast(Any, response.is_closed) is True

@parametrize

def test_method_retrieve(self, client: OpenAI) -> None:

vector_store = client.vector_stores.retrieve(

"vector_store_id",

)

assert_matches_type(VectorStore, vector_store, path=["response"])

@parametrize

def test_raw_response_retrieve(self, client: OpenAI) -> None:

response = client.vector_stores.with_raw_response.retrieve(

"vector_store_id",

)

assert response.is_closed is True

assert response.http_request.headers.get("X-Stainless-Lang") == "python"

vector_store = response.parse()

assert_matches_type(VectorStore, vector_store, path=["response"])

@parametrize

def test_streaming_response_retrieve(self, client: OpenAI) -> None:

with client.vector_stores.with_streaming_response.retrieve(

"vector_store_id",

) as response:

assert not response.is_closed

assert response.http_request.headers.get("X-Stainless-Lang") == "python"

vector_store = response.parse()

assert_matches_type(VectorStore, vector_store, path=["response"])

assert cast(Any, response.is_closed) is True

@parametrize

def test_path_params_retrieve(self, client: OpenAI) -> None:

with pytest.raises(ValueError, match=r"Expected a non-empty value for `vector_store_id` but received ''"):

client.vector_stores.with_raw_response.retrieve(

"",

)

@parametrize

def test_method_update(self, client: OpenAI) -> None:

vector_store = client.vector_stores.update(

vector_store_id="vector_store_id",

)

assert_matches_type(VectorStore, vector_store, path=["response"])

@parametrize

def test_method_update_with_all_params(self, client: OpenAI) -> None:

vector_store = client.vector_stores.update(

vector_store_id="vector_store_id",

expires_after={

"anchor": "last_active_at",

"days": 1,

metadata={"foo": "string"},

name="name",

)

assert_matches_type(VectorStore, vector_store, path=["response"])

@parametrize

def test_raw_response_update(self, client: OpenAI) -> None:

response = client.vector_stores.with_raw_response.update(

vector_store_id="vector_store_id",

)

assert response.is_closed is True

assert response.http_request.headers.get("X-Stainless-Lang") == "python"

vector_store = response.parse()

assert_matches_type(VectorStore, vector_store, path=["response"])

@parametrize

def test_streaming_response_update(self, client: OpenAI) -> None:

with client.vector_stores.with_streaming_response.update(

vector_store_id="vector_store_id",

) as response:

assert not response.is_closed

assert response.http_request.headers.get("X-Stainless-Lang") == "python"

vector_store = response.parse()

assert_matches_type(VectorStore, vector_store, path=["response"])

assert cast(Any, response.is_closed) is True

@parametrize

def test_path_params_update(self, client: OpenAI) -> None:

with pytest.raises(ValueError, match=r"Expected a non-empty value for `vector_store_id` but received ''"):

client.vector_stores.with_raw_response.update(

vector_store_id="",

)

@parametrize

def test_method_list(self, client: OpenAI) -> None:

vector_store = client.vector_stores.list()

assert_matches_type(SyncCursorPage[VectorStore], vector_store, path=["response"])

@parametrize

def test_method_list_with_all_params(self, client: OpenAI) -> None:

vector_store = client.vector_stores.list(

after="after",

before="before",

limit=0,

order="asc",

)

assert_matches_type(SyncCursorPage[VectorStore], vector_store, path=["response"])

@parametrize

def test_raw_response_list(self, client: OpenAI) -> None:

response = client.vector_stores.with_raw_response.list()

assert response.is_closed is True

assert response.http_request.headers.get("X-Stainless-Lang") == "python"

vector_store = response.parse()

assert_matches_type(SyncCursorPage[VectorStore], vector_store, path=["response"])

@parametrize

def test_streaming_response_list(self, client: OpenAI) -> None:

with client.vector_stores.with_streaming_response.list() as response:

assert not response.is_closed

assert response.http_request.headers.get("X-Stainless-Lang") == "python"

vector_store = response.parse()

assert_matches_type(SyncCursorPage[VectorStore], vector_store, path=["response"])

assert cast(Any, response.is_closed) is True

@parametrize

def test_method_delete(self, client: OpenAI) -> None:

vector_store = client.vector_stores.delete(

"vector_store_id",

)

assert_matches_type(VectorStoreDeleted, vector_store, path=["response"])

@parametrize

def test_raw_response_delete(self, client: OpenAI) -> None:

response = client.vector_stores.with_raw_response.delete(

"vector_store_id",

)

assert response.is_closed is True

assert response.http_request.headers.get("X-Stainless-Lang") == "python"

vector_store = response.parse()

assert_matches_type(VectorStoreDeleted, vector_store, path=["response"])

@parametrize

def test_streaming_response_delete(self, client: OpenAI) -> None:

with client.vector_stores.with_streaming_response.delete(

"vector_store_id",

) as response:

assert not response.is_closed

assert response.http_request.headers.get("X-Stainless-Lang") == "python"

vector_store = response.parse()

assert_matches_type(VectorStoreDeleted, vector_store, path=["response"])

assert cast(Any, response.is_closed) is True

@parametrize

def test_path_params_delete(self, client: OpenAI) -> None:

with pytest.raises(ValueError, match=r"Expected a non-empty value for `vector_store_id` but received ''"):

client.vector_stores.with_raw_response.delete(

"",

)

@parametrize

def test_method_search(self, client: OpenAI) -> None:

vector_store = client.vector_stores.search(

vector_store_id="vs_abc123",

query="string",

)

assert_matches_type(SyncPage[VectorStoreSearchResponse], vector_store, path=["response"])

@parametrize

def test_method_search_with_all_params(self, client: OpenAI) -> None:

vector_store = client.vector_stores.search(

vector_store_id="vs_abc123",

query="string",

filters={

"key": "key",

"type": "eq",

"value": "string",

max_num_results=1,

ranking_options={

"ranker": "none",

"score_threshold": 0,

rewrite_query=True,

)

assert_matches_type(SyncPage[VectorStoreSearchResponse], vector_store, path=["response"])

@parametrize

def test_raw_response_search(self, client: OpenAI) -> None:

response = client.vector_stores.with_raw_response.search(

vector_store_id="vs_abc123",

query="string",

)

assert response.is_closed is True

assert response.http_request.headers.get("X-Stainless-Lang") == "python"

vector_store = response.parse()

assert_matches_type(SyncPage[VectorStoreSearchResponse], vector_store, path=["response"])

@parametrize

def test_streaming_response_search(self, client: OpenAI) -> None:

with client.vector_stores.with_streaming_response.search(

vector_store_id="vs_abc123",

query="string",

) as response:

assert not response.is_closed

assert response.http_request.headers.get("X-Stainless-Lang") == "python"

vector_store = response.parse()

assert_matches_type(SyncPage[VectorStoreSearchResponse], vector_store, path=["response"])

assert cast(Any, response.is_closed) is True

@parametrize

def test_path_params_search(self, client: OpenAI) -> None:

with pytest.raises(ValueError, match=r"Expected a non-empty value for `vector_store_id` but received ''"):

client.vector_stores.with_raw_response.search(

vector_store_id="",

query="string",

)

class TestAsyncVectorStores:

parametrize = pytest.mark.parametrize(

"async_client", [False, True, {"http_client": "aiohttp"}], indirect=True, ids=["loose", "strict", "aiohttp"]

)

@parametrize

async def test_method_create(self, async_client: AsyncOpenAI) -> None:

vector_store = await async_client.vector_stores.create()

assert_matches_type(VectorStore, vector_store, path=["response"])

@parametrize

async def test_method_create_with_all_params(self, async_client: AsyncOpenAI) -> None:

vector_store = await async_client.vector_stores.create(

chunking_strategy={"type": "auto"},

expires_after={

"anchor": "last_active_at",

"days": 1,

file_ids=["string"],

metadata={"foo": "string"},

name="name",

)

assert_matches_type(VectorStore, vector_store, path=["response"])

@parametrize

async def test_raw_response_create(self, async_client: AsyncOpenAI) -> None:

response = await async_client.vector_stores.with_raw_response.create()

assert response.is_closed is True

assert response.http_request.headers.get("X-Stainless-Lang") == "python"

vector_store = response.parse()

assert_matches_type(VectorStore, vector_store, path=["response"])

@parametrize

async def test_streaming_response_create(self, async_client: AsyncOpenAI) -> None:

async with async_client.vector_stores.with_streaming_response.create() as response:

assert not response.is_closed

assert response.http_request.headers.get("X-Stainless-Lang") == "python"

vector_store = await response.parse()

assert_matches_type(VectorStore, vector_store, path=["response"])

assert cast(Any, response.is_closed) is True

@parametrize

async def test_method_retrieve(self, async_client: AsyncOpenAI) -> None:

vector_store = await async_client.vector_stores.retrieve(

"vector_store_id",

)

assert_matches_type(VectorStore, vector_store, path=["response"])

@parametrize

async def test_raw_response_retrieve(self, async_client: AsyncOpenAI) -> None:

response = await async_client.vector_stores.with_raw_response.retrieve(

"vector_store_id",

)

assert response.is_closed is True

assert response.http_request.headers.get("X-Stainless-Lang") == "python"

vector_store = response.parse()

assert_matches_type(VectorStore, vector_store, path=["response"])

@parametrize

async def test_streaming_response_retrieve(self, async_client: AsyncOpenAI) -> None:

async with async_client.vector_stores.with_streaming_response.retrieve(

"vector_store_id",

) as response:

assert not response.is_closed

assert response.http_request.headers.get("X-Stainless-Lang") == "python"

vector_store = await response.parse()

assert_matches_type(VectorStore, vector_store, path=["response"])

assert cast(Any, response.is_closed) is True

@parametrize

async def test_path_params_retrieve(self, async_client: AsyncOpenAI) -> None:

with pytest.raises(ValueError, match=r"Expected a non-empty value for `vector_store_id` but received ''"):

await async_client.vector_stores.with_raw_response.retrieve(

"",

)

@parametrize

async def test_method_update(self, async_client: AsyncOpenAI) -> None:

vector_store = await async_client.vector_stores.update(

vector_store_id="vector_store_id",

)

assert_matches_type(VectorStore, vector_store, path=["response"])

@parametrize

async def test_method_update_with_all_params(self, async_client: AsyncOpenAI) -> None:

vector_store = await async_client.vector_stores.update(

vector_store_id="vector_store_id",

expires_after={

"anchor": "last_active_at",

"days": 1,

metadata={"foo": "string"},

name="name",

)

assert_matches_type(VectorStore, vector_store, path=["response"])

@parametrize

async def test_raw_response_update(self, async_client: AsyncOpenAI) -> None:

response = await async_client.vector_stores.with_raw_response.update(

vector_store_id="vector_store_id",

)

assert response.is_closed is True

assert response.http_request.headers.get("X-Stainless-Lang") == "python"

vector_store = response.parse()

assert_matches_type(VectorStore, vector_store, path=["response"])

@parametrize

async def test_streaming_response_update(self, async_client: AsyncOpenAI) -> None:

async with async_client.vector_stores.with_streaming_response.update(

vector_store_id="vector_store_id",

) as response:

assert not response.is_closed

assert response.http_request.headers.get("X-Stainless-Lang") == "python"

vector_store = await response.parse()

assert_matches_type(VectorStore, vector_store, path=["response"])

assert cast(Any, response.is_closed) is True

@parametrize

async def test_path_params_update(self, async_client: AsyncOpenAI) -> None:

with pytest.raises(ValueError, match=r"Expected a non-empty value for `vector_store_id` but received ''"):

await async_client.vector_stores.with_raw_response.update(

vector_store_id="",

)

@parametrize

async def test_method_list(self, async_client: AsyncOpenAI) -> None:

vector_store = await async_client.vector_stores.list()

assert_matches_type(AsyncCursorPage[VectorStore], vector_store, path=["response"])

@parametrize

async def test_method_list_with_all_params(self, async_client: AsyncOpenAI) -> None:

vector_store = await async_client.vector_stores.list(

after="after",

before="before",

limit=0,

order="asc",

)

assert_matches_type(AsyncCursorPage[VectorStore], vector_store, path=["response"])

@parametrize

async def test_raw_response_list(self, async_client: AsyncOpenAI) -> None:

response = await async_client.vector_stores.with_raw_response.list()

assert response.is_closed is True

assert response.http_request.headers.get("X-Stainless-Lang") == "python"

vector_store = response.parse()

assert_matches_type(AsyncCursorPage[VectorStore], vector_store, path=["response"])

@parametrize

async def test_streaming_response_list(self, async_client: AsyncOpenAI) -> None:

async with async_client.vector_stores.with_streaming_response.list() as response:

assert not response.is_closed

assert response.http_request.headers.get("X-Stainless-Lang") == "python"

vector_store = await response.parse()

assert_matches_type(AsyncCursorPage[VectorStore], vector_store, path=["response"])

assert cast(Any, response.is_closed) is True

@parametrize

async def test_method_delete(self, async_client: AsyncOpenAI) -> None:

vector_store = await async_client.vector_stores.delete(

"vector_store_id",

)

assert_matches_type(VectorStoreDeleted, vector_store, path=["response"])

@parametrize

async def test_raw_response_delete(self, async_client: AsyncOpenAI) -> None:

response = await async_client.vector_stores.with_raw_response.delete(

"vector_store_id",

)

assert response.is_closed is True

assert response.http_request.headers.get("X-Stainless-Lang") == "python"

vector_store = response.parse()

assert_matches_type(VectorStoreDeleted, vector_store, path=["response"])

@parametrize

async def test_streaming_response_delete(self, async_client: AsyncOpenAI) -> None:

async with async_client.vector_stores.with_streaming_response.delete(

"vector_store_id",

) as response:

assert not response.is_closed

assert response.http_request.headers.get("X-Stainless-Lang") == "python"

vector_store = await response.parse()

assert_matches_type(VectorStoreDeleted, vector_store, path=["response"])

assert cast(Any, response.is_closed) is True

@parametrize

async def test_path_params_delete(self, async_client: AsyncOpenAI) -> None:

with pytest.raises(ValueError, match=r"Expected a non-empty value for `vector_store_id` but received ''"):

await async_client.vector_stores.with_raw_response.delete(

"",

)

@parametrize

async def test_method_search(self, async_client: AsyncOpenAI) -> None:

vector_store = await async_client.vector_stores.search(

vector_store_id="vs_abc123",

query="string",

)

assert_matches_type(AsyncPage[VectorStoreSearchResponse], vector_store, path=["response"])

@parametrize

async def test_method_search_with_all_params(self, async_client: AsyncOpenAI) -> None:

vector_store = await async_client.vector_stores.search(

vector_store_id="vs_abc123",

query="string",

filters={

"key": "key",

"type": "eq",

"value": "string",

max_num_results=1,

ranking_options={

"ranker": "none",

"score_threshold": 0,

rewrite_query=True,

)

assert_matches_type(AsyncPage[VectorStoreSearchResponse], vector_store, path=["response"])

@parametrize

async def test_raw_response_search(self, async_client: AsyncOpenAI) -> None:

response = await async_client.vector_stores.with_raw_response.search(

vector_store_id="vs_abc123",

query="string",

)

assert response.is_closed is True

assert response.http_request.headers.get("X-Stainless-Lang") == "python"

vector_store = response.parse()

assert_matches_type(AsyncPage[VectorStoreSearchResponse], vector_store, path=["response"])

@parametrize

async def test_streaming_response_search(self, async_client: AsyncOpenAI) -> None:

async with async_client.vector_stores.with_streaming_response.search(

vector_store_id="vs_abc123",

query="string",

) as response:

assert not response.is_closed

assert response.http_request.headers.get("X-Stainless-Lang") == "python"

vector_store = await response.parse()

assert_matches_type(AsyncPage[VectorStoreSearchResponse], vector_store, path=["response"])

assert cast(Any, response.is_closed) is True

@parametrize

async def test_path_params_search(self, async_client: AsyncOpenAI) -> None:

with pytest.raises(ValueError, match=r"Expected a non-empty value for `vector_store_id` but received ''"):

await async_client.vector_stores.with_raw_response.search(

vector_store_id="",

query="string",

)

openai-python/tests/api_resources/test_vector_stores.py at main · kpdevspace/openai-python · GitHub

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