SummarizerApp / tests /test_services.py
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chore: initialize FastAPI backend project structure and testing setup
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"""
Tests for service layer.
"""
import pytest
from unittest.mock import patch, MagicMock
import httpx
from app.services.summarizer import OllamaService
class StubAsyncResponse:
"""A minimal stub of an httpx.Response-like object for testing."""
def __init__(self, json_data=None, status_code=200, raise_for_status_exc=None):
self._json_data = json_data or {}
self.status_code = status_code
self._raise_for_status_exc = raise_for_status_exc
def json(self):
return self._json_data
def raise_for_status(self):
if self._raise_for_status_exc is not None:
raise self._raise_for_status_exc
class StubAsyncClient:
"""An async context manager stub that mimics httpx.AsyncClient for tests."""
def __init__(self, post_result=None, post_exc=None, get_result=None, get_exc=None, *args, **kwargs):
self._post_result = post_result
self._post_exc = post_exc
self._get_result = get_result
self._get_exc = get_exc
async def __aenter__(self):
return self
async def __aexit__(self, exc_type, exc, tb):
return False
async def post(self, *args, **kwargs):
if self._post_exc is not None:
raise self._post_exc
return self._post_result or StubAsyncResponse()
async def get(self, *args, **kwargs):
if self._get_exc is not None:
raise self._get_exc
return self._get_result or StubAsyncResponse(status_code=200)
class TestOllamaService:
"""Test Ollama service."""
@pytest.fixture
def ollama_service(self):
"""Create Ollama service instance."""
return OllamaService()
def test_service_initialization(self, ollama_service):
"""Test service initialization."""
assert ollama_service.base_url == "http://127.0.0.1:11434"
assert ollama_service.model == "llama3.1:8b"
assert ollama_service.timeout == 30
@pytest.mark.asyncio
async def test_summarize_text_success(self, ollama_service, mock_ollama_response):
"""Test successful text summarization."""
stub_response = StubAsyncResponse(json_data=mock_ollama_response)
with patch('httpx.AsyncClient', return_value=StubAsyncClient(post_result=stub_response)):
result = await ollama_service.summarize_text("Test text")
assert result["summary"] == mock_ollama_response["response"]
assert result["model"] == "llama3.1:8b"
assert result["tokens_used"] == mock_ollama_response["eval_count"]
assert "latency_ms" in result
@pytest.mark.asyncio
async def test_summarize_text_with_custom_params(self, ollama_service, mock_ollama_response):
"""Test summarization with custom parameters."""
stub_response = StubAsyncResponse(json_data=mock_ollama_response)
# Patch with a factory to capture payload for assertion
captured = {}
class CapturePostClient(StubAsyncClient):
async def post(self, *args, **kwargs):
captured['json'] = kwargs.get('json')
return await super().post(*args, **kwargs)
with patch('httpx.AsyncClient', return_value=CapturePostClient(post_result=stub_response)):
result = await ollama_service.summarize_text(
"Test text",
max_tokens=512,
prompt="Custom prompt"
)
assert result["summary"] == mock_ollama_response["response"]
# Verify captured payload
payload = captured['json']
assert payload["options"]["num_predict"] == 512
assert "Custom prompt" in payload["prompt"]
@pytest.mark.asyncio
async def test_summarize_text_timeout(self, ollama_service):
"""Test timeout handling."""
with patch('httpx.AsyncClient', return_value=StubAsyncClient(post_exc=httpx.TimeoutException("Timeout"))):
with pytest.raises(httpx.HTTPError, match="Ollama API timeout"):
await ollama_service.summarize_text("Test text")
@pytest.mark.asyncio
async def test_summarize_text_http_error(self, ollama_service):
"""Test HTTP error handling."""
http_error = httpx.HTTPStatusError("Bad Request", request=MagicMock(), response=MagicMock())
stub_response = StubAsyncResponse(raise_for_status_exc=http_error)
with patch('httpx.AsyncClient', return_value=StubAsyncClient(post_result=stub_response)):
with pytest.raises(httpx.HTTPError):
await ollama_service.summarize_text("Test text")
@pytest.mark.asyncio
async def test_check_health_success(self, ollama_service):
"""Test successful health check."""
stub_response = StubAsyncResponse(status_code=200)
with patch('httpx.AsyncClient', return_value=StubAsyncClient(get_result=stub_response)):
result = await ollama_service.check_health()
assert result is True
@pytest.mark.asyncio
async def test_check_health_failure(self, ollama_service):
"""Test health check failure."""
with patch('httpx.AsyncClient', return_value=StubAsyncClient(get_exc=httpx.HTTPError("Connection failed"))):
result = await ollama_service.check_health()
assert result is False