isaacus-python/tests/api_resources/test_embeddings.py at d2b45229bcaa9259e26d3e3399c5e5c044a16c79 · isaacus-dev/isaacus-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 isaacus import Isaacus, AsyncIsaacus
from tests.utils import assert_matches_type
from isaacus.types import EmbeddingResponse

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


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

    @pytest.mark.skip(reason="Mock server tests are disabled")
    @parametrize
    def test_method_create(self, client: Isaacus) -> None:
        embedding = client.embeddings.create(
            model="kanon-2-embedder",
            texts=["Are restraints of trade enforceable under English law?", "What is a non-compete clause?"],
        )
        assert_matches_type(EmbeddingResponse, embedding, path=["response"])

    @pytest.mark.skip(reason="Mock server tests are disabled")
    @parametrize
    def test_method_create_with_all_params(self, client: Isaacus) -> None:
        embedding = client.embeddings.create(
            model="kanon-2-embedder",
            texts=["Are restraints of trade enforceable under English law?", "What is a non-compete clause?"],
            task="retrieval/query",
            overflow_strategy="drop_end",
            dimensions=1792,
        )
        assert_matches_type(EmbeddingResponse, embedding, path=["response"])

    @pytest.mark.skip(reason="Mock server tests are disabled")
    @parametrize
    def test_raw_response_create(self, client: Isaacus) -> None:
        response = client.embeddings.with_raw_response.create(
            model="kanon-2-embedder",
            texts=["Are restraints of trade enforceable under English law?", "What is a non-compete clause?"],
        )

        assert response.is_closed is True
        assert response.http_request.headers.get("X-Stainless-Lang") == "python"
        embedding = response.parse()
        assert_matches_type(EmbeddingResponse, embedding, path=["response"])

    @pytest.mark.skip(reason="Mock server tests are disabled")
    @parametrize
    def test_streaming_response_create(self, client: Isaacus) -> None:
        with client.embeddings.with_streaming_response.create(
            model="kanon-2-embedder",
            texts=["Are restraints of trade enforceable under English law?", "What is a non-compete clause?"],
        ) as response:
            assert not response.is_closed
            assert response.http_request.headers.get("X-Stainless-Lang") == "python"

            embedding = response.parse()
            assert_matches_type(EmbeddingResponse, embedding, path=["response"])

        assert cast(Any, response.is_closed) is True


class TestAsyncEmbeddings:
    parametrize = pytest.mark.parametrize(
        "async_client", [False, True, {"http_client": "aiohttp"}], indirect=True, ids=["loose", "strict", "aiohttp"]
    )

    @pytest.mark.skip(reason="Mock server tests are disabled")
    @parametrize
    async def test_method_create(self, async_client: AsyncIsaacus) -> None:
        embedding = await async_client.embeddings.create(
            model="kanon-2-embedder",
            texts=["Are restraints of trade enforceable under English law?", "What is a non-compete clause?"],
        )
        assert_matches_type(EmbeddingResponse, embedding, path=["response"])

    @pytest.mark.skip(reason="Mock server tests are disabled")
    @parametrize
    async def test_method_create_with_all_params(self, async_client: AsyncIsaacus) -> None:
        embedding = await async_client.embeddings.create(
            model="kanon-2-embedder",
            texts=["Are restraints of trade enforceable under English law?", "What is a non-compete clause?"],
            task="retrieval/query",
            overflow_strategy="drop_end",
            dimensions=1792,
        )
        assert_matches_type(EmbeddingResponse, embedding, path=["response"])

    @pytest.mark.skip(reason="Mock server tests are disabled")
    @parametrize
    async def test_raw_response_create(self, async_client: AsyncIsaacus) -> None:
        response = await async_client.embeddings.with_raw_response.create(
            model="kanon-2-embedder",
            texts=["Are restraints of trade enforceable under English law?", "What is a non-compete clause?"],
        )

        assert response.is_closed is True
        assert response.http_request.headers.get("X-Stainless-Lang") == "python"
        embedding = await response.parse()
        assert_matches_type(EmbeddingResponse, embedding, path=["response"])

    @pytest.mark.skip(reason="Mock server tests are disabled")
    @parametrize
    async def test_streaming_response_create(self, async_client: AsyncIsaacus) -> None:
        async with async_client.embeddings.with_streaming_response.create(
            model="kanon-2-embedder",
            texts=["Are restraints of trade enforceable under English law?", "What is a non-compete clause?"],
        ) as response:
            assert not response.is_closed
            assert response.http_request.headers.get("X-Stainless-Lang") == "python"

            embedding = await response.parse()
            assert_matches_type(EmbeddingResponse, embedding, path=["response"])

        assert cast(Any, response.is_closed) is True