langchain/libs/community/tests/unit_tests/retrievers/test_remote_retriever.py
ccurme c010ec8b71
patch: deprecate (a)get_relevant_documents (#20477)
- `.get_relevant_documents(query)` -> `.invoke(query)`
- `.get_relevant_documents(query=query)` -> `.invoke(query)`
- `.get_relevant_documents(query, callbacks=callbacks)` ->
`.invoke(query, config={"callbacks": callbacks})`
- `.get_relevant_documents(query, **kwargs)` -> `.invoke(query,
**kwargs)`

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
2024-04-22 11:14:53 -04:00

61 lines
1.6 KiB
Python

from typing import Any, Dict
from langchain_core.documents import Document
from pytest_mock import MockerFixture
from langchain_community.retrievers import RemoteLangChainRetriever
class MockResponse:
def __init__(self, json_data: Dict, status_code: int):
self.json_data = json_data
self.status_code = status_code
def json(self) -> Dict:
return self.json_data
def mocked_requests_post(*args: Any, **kwargs: Any) -> MockResponse:
return MockResponse(
json_data={
"response": [
{
"page_content": "I like apples",
"metadata": {
"test": 0,
},
},
{
"page_content": "I like pineapples",
"metadata": {
"test": 1,
},
},
]
},
status_code=200,
)
def test_RemoteLangChainRetriever_invoke(
mocker: MockerFixture,
) -> None:
mocker.patch("requests.post", side_effect=mocked_requests_post)
remote_langchain_retriever = RemoteLangChainRetriever(
url="http://localhost:8000",
)
response = remote_langchain_retriever.invoke("I like apples")
want = [
Document(page_content="I like apples", metadata={"test": 0}),
Document(page_content="I like pineapples", metadata={"test": 1}),
]
assert len(response) == len(want)
for r, w in zip(response, want):
assert r.page_content == w.page_content
assert r.metadata == w.metadata
# TODO: _ainvoke test