from typing import Dict from unittest.mock import MagicMock, patch import pytest from langchain_core.documents import Document from langchain_community.document_loaders.psychic import PsychicLoader @pytest.fixture def mock_psychic(): # type: ignore with patch("psychicapi.Psychic") as mock_psychic: yield mock_psychic @pytest.fixture def mock_connector_id(): # type: ignore with patch("psychicapi.ConnectorId") as mock_connector_id: yield mock_connector_id @pytest.mark.requires("psychicapi") class TestPsychicLoader: MOCK_API_KEY = "api_key" MOCK_CONNECTOR_ID = "notion" MOCK_ACCOUNT_ID = "account_id" def test_psychic_loader_initialization( self, mock_psychic: MagicMock, mock_connector_id: MagicMock ) -> None: PsychicLoader( api_key=self.MOCK_API_KEY, connector_id=self.MOCK_CONNECTOR_ID, account_id=self.MOCK_ACCOUNT_ID, ) mock_psychic.assert_called_once_with(secret_key=self.MOCK_API_KEY) mock_connector_id.assert_called_once_with(self.MOCK_CONNECTOR_ID) def test_psychic_loader_load_data(self, mock_psychic: MagicMock) -> None: mock_get_documents_response = MagicMock() mock_get_documents_response.documents = [ self._get_mock_document("123"), self._get_mock_document("456"), ] mock_get_documents_response.next_page_cursor = None mock_psychic.get_documents.return_value = mock_get_documents_response psychic_loader = self._get_mock_psychic_loader(mock_psychic) documents = psychic_loader.load() assert mock_psychic.get_documents.call_count == 1 assert len(documents) == 2 assert all(isinstance(doc, Document) for doc in documents) assert documents[0].page_content == "Content 123" assert documents[1].page_content == "Content 456" def _get_mock_psychic_loader(self, mock_psychic: MagicMock) -> PsychicLoader: psychic_loader = PsychicLoader( api_key=self.MOCK_API_KEY, connector_id=self.MOCK_CONNECTOR_ID, account_id=self.MOCK_ACCOUNT_ID, ) psychic_loader.psychic = mock_psychic return psychic_loader def _get_mock_document(self, uri: str) -> Dict: return {"uri": f"{uri}", "title": f"Title {uri}", "content": f"Content {uri}"}