Underground-Digital/Workflow-Engine

1import os2 3import pytest4 5from core.model_runtime.entities.rerank_entities import RerankResult6from core.model_runtime.errors.validate import CredentialsValidateFailedError7from core.model_runtime.model_providers.xinference.rerank.rerank import XinferenceRerankModel8from tests.integration_tests.model_runtime.__mock.xinference import MOCK, setup_xinference_mock9 10 11@pytest.mark.parametrize("setup_xinference_mock", [["none"]], indirect=True)12def test_validate_credentials(setup_xinference_mock):13    model = XinferenceRerankModel()14 15    with pytest.raises(CredentialsValidateFailedError):16        model.validate_credentials(17            model="bge-reranker-base",18            credentials={"server_url": "awdawdaw", "model_uid": os.environ.get("XINFERENCE_RERANK_MODEL_UID")},19        )20 21    model.validate_credentials(22        model="bge-reranker-base",23        credentials={24            "server_url": os.environ.get("XINFERENCE_SERVER_URL"),25            "model_uid": os.environ.get("XINFERENCE_RERANK_MODEL_UID"),26        },27    )28 29 30@pytest.mark.parametrize("setup_xinference_mock", [["none"]], indirect=True)31def test_invoke_model(setup_xinference_mock):32    model = XinferenceRerankModel()33 34    result = model.invoke(35        model="bge-reranker-base",36        credentials={37            "server_url": os.environ.get("XINFERENCE_SERVER_URL"),38            "model_uid": os.environ.get("XINFERENCE_RERANK_MODEL_UID"),39        },40        query="Who is Kasumi?",41        docs=[42            'Kasumi is a girl\'s name of Japanese origin meaning "mist".',43            "Her music is a kawaii bass, a mix of future bass, pop, and kawaii music ",44            "and she leads a team named PopiParty.",45        ],46        score_threshold=0.8,47    )48 49    assert isinstance(result, RerankResult)50    assert len(result.docs) == 151    assert result.docs[0].index == 052    assert result.docs[0].score >= 0.853