import pytest from unittest.mock import patch, MagicMock, AsyncMock import httpx from app.modules.classyfire import classify, result @pytest.fixture def valid_smiles(): return "CN1C=NC2=C1C(=O)N(C(=O)N2C)C" @pytest.fixture def invalid_smiles(): return "invalid_smiles" @pytest.mark.asyncio @patch("app.modules.classyfire.httpx.AsyncClient") async def test_valid_classyfire(mock_async_client, valid_smiles): # Create mock client instance and context manager mock_client_instance = MagicMock() mock_async_client.return_value.__aenter__.return_value = mock_client_instance # Mock the POST response for classify mock_post_response = MagicMock() mock_post_response.json.return_value = { "id": "12345", "query_type": "STRUCTURE", "query_input": valid_smiles, } mock_post_response.raise_for_status.return_value = None mock_client_instance.post = AsyncMock(return_value=mock_post_response) # Mock the GET response for result mock_get_response = MagicMock() mock_get_response.json.return_value = { "id": "12345", "classification_status": "Done", "entities": [{"class": {"name": "Imidazopyrimidines"}}], } mock_get_response.raise_for_status.return_value = None mock_client_instance.get = AsyncMock(return_value=mock_get_response) result_ = await classify(valid_smiles) assert result_["query_type"] == "STRUCTURE" id_ = result_["id"] classified = await result(id_) assert classified["classification_status"] == "Done" assert classified["entities"][0]["class"]["name"] == "Imidazopyrimidines" @pytest.mark.asyncio @patch("app.modules.classyfire.httpx.AsyncClient") async def test_invalid_classyfire(mock_async_client, invalid_smiles): # Create mock client instance and context manager mock_client_instance = MagicMock() mock_async_client.return_value.__aenter__.return_value = mock_client_instance # Mock the POST response for classify mock_post_response = MagicMock() mock_post_response.json.return_value = { "id": "12346", "query_type": "STRUCTURE", "query_input": invalid_smiles, } mock_post_response.raise_for_status.return_value = None mock_client_instance.post = AsyncMock(return_value=mock_post_response) # Mock the GET response for result mock_get_response = MagicMock() mock_get_response.json.return_value = { "id": "12346", "classification_status": "Done", "invalid_entities": [ {"report": ["Cannot process the input SMILES string, please check again"]} ], } mock_get_response.raise_for_status.return_value = None mock_client_instance.get = AsyncMock(return_value=mock_get_response) result_ = await classify(invalid_smiles) assert result_["query_input"] == "invalid_smiles" id_ = result_["id"] classified = await result(id_) assert classified["classification_status"] == "Done" assert ( classified["invalid_entities"][0]["report"][0] == "Cannot process the input SMILES string, please check again" ) @pytest.mark.asyncio @patch("app.modules.classyfire.httpx.AsyncClient") async def test_classify_http_error(mock_async_client, valid_smiles): """Test that classify properly raises HTTPError exceptions""" # Create mock client instance and context manager mock_client_instance = MagicMock() mock_async_client.return_value.__aenter__.return_value = mock_client_instance # Mock the POST to raise an HTTPError mock_client_instance.post = AsyncMock( side_effect=httpx.HTTPError("Connection failed") ) # Should re-raise the HTTPError with pytest.raises(httpx.HTTPError): await classify(valid_smiles) @pytest.mark.asyncio @patch("app.modules.classyfire.httpx.AsyncClient") async def test_classify_timeout_error(mock_async_client, valid_smiles): """Test that classify properly raises timeout errors""" # Create mock client instance and context manager mock_client_instance = MagicMock() mock_async_client.return_value.__aenter__.return_value = mock_client_instance # Mock the POST to raise a timeout error mock_client_instance.post = AsyncMock( side_effect=httpx.TimeoutException("Request timed out") ) # Should re-raise the HTTPError (TimeoutException is a subclass of HTTPError) with pytest.raises(httpx.HTTPError): await classify(valid_smiles) @pytest.mark.asyncio @patch("app.modules.classyfire.httpx.AsyncClient") async def test_result_http_error(mock_async_client): """Test that result properly raises HTTPError exceptions""" # Create mock client instance and context manager mock_client_instance = MagicMock() mock_async_client.return_value.__aenter__.return_value = mock_client_instance # Mock the GET to raise an HTTPError mock_client_instance.get = AsyncMock( side_effect=httpx.HTTPError("Connection failed") ) # Should re-raise the HTTPError with pytest.raises(httpx.HTTPError): await result("12345") @pytest.mark.asyncio @patch("app.modules.classyfire.httpx.AsyncClient") async def test_result_not_found_error(mock_async_client): """Test that result properly raises HTTPStatusError for 404""" # Create mock client instance and context manager mock_client_instance = MagicMock() mock_async_client.return_value.__aenter__.return_value = mock_client_instance # Create a mock response for 404 mock_response = MagicMock() mock_response.status_code = 404 # Mock the GET to raise an HTTPStatusError mock_client_instance.get = AsyncMock( side_effect=httpx.HTTPStatusError( "Not Found", request=MagicMock(), response=mock_response ) ) # Should re-raise the HTTPError with pytest.raises(httpx.HTTPError): await result("invalid_id")