"""Integration test for Wikipedia Retriever.""" from typing import List import pytest from langchain_core.documents import Document from langchain_community.retrievers import WikipediaRetriever @pytest.fixture def retriever() -> WikipediaRetriever: return WikipediaRetriever() def assert_docs(docs: List[Document], all_meta: bool = False) -> None: for doc in docs: assert doc.page_content assert doc.metadata main_meta = {"title", "summary", "source"} assert set(doc.metadata).issuperset(main_meta) if all_meta: assert len(set(doc.metadata)) > len(main_meta) else: assert len(set(doc.metadata)) == len(main_meta) def test_load_success(retriever: WikipediaRetriever) -> None: docs = retriever.get_relevant_documents("HUNTER X HUNTER") assert len(docs) > 1 assert len(docs) <= 3 assert_docs(docs, all_meta=False) def test_load_success_all_meta(retriever: WikipediaRetriever) -> None: retriever.load_all_available_meta = True docs = retriever.get_relevant_documents("HUNTER X HUNTER") assert len(docs) > 1 assert len(docs) <= 3 assert_docs(docs, all_meta=True) def test_load_success_init_args() -> None: retriever = WikipediaRetriever( lang="en", top_k_results=1, load_all_available_meta=True ) docs = retriever.get_relevant_documents("HUNTER X HUNTER") assert len(docs) == 1 assert_docs(docs, all_meta=True) def test_load_success_init_args_more() -> None: retriever = WikipediaRetriever( lang="en", top_k_results=20, load_all_available_meta=False ) docs = retriever.get_relevant_documents("HUNTER X HUNTER") assert len(docs) == 20 assert_docs(docs, all_meta=False) def test_load_no_result(retriever: WikipediaRetriever) -> None: docs = retriever.get_relevant_documents( "NORESULTCALL_NORESULTCALL_NORESULTCALL_NORESULTCALL_NORESULTCALL_NORESULTCALL" ) assert not docs