"""Test LASER embeddings.""" import pytest from langchain_community.embeddings.laser import LaserEmbeddings @pytest.mark.filterwarnings("ignore::UserWarning:") @pytest.mark.parametrize("lang", [None, "lus_Latn", "english"]) def test_laser_embedding_documents(lang: str) -> None: """Test laser embeddings for documents. User warning is returned by LASER library implementation so will ignore in testing.""" documents = ["hello", "world"] embedding = LaserEmbeddings(lang=lang) output = embedding.embed_documents(documents) assert len(output) == 2 # type: ignore[arg-type] assert len(output[0]) == 1024 # type: ignore[index] @pytest.mark.filterwarnings("ignore::UserWarning:") @pytest.mark.parametrize("lang", [None, "lus_Latn", "english"]) def test_laser_embedding_query(lang: str) -> None: """Test laser embeddings for query. User warning is returned by LASER library implementation so will ignore in testing.""" query = "hello world" embedding = LaserEmbeddings(lang=lang) output = embedding.embed_query(query) assert len(output) == 1024