open-notebook/docs/7-DEVELOPMENT/testing.md
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# Testing Guide
This document provides guidelines for writing tests in Open Notebook. Testing is critical to maintaining code quality and preventing regressions.
## Testing Philosophy
### What to Test
Focus on testing the things that matter most:
- **Business Logic** - Core domain models and their operations
- **API Contracts** - HTTP endpoint behavior and error handling
- **Critical Workflows** - End-to-end flows that users depend on
- **Data Persistence** - Database operations and data integrity
- **Error Conditions** - How the system handles failures gracefully
### What NOT to Test
Don't waste time testing framework code:
- Framework functionality (FastAPI, React, etc.)
- Third-party library implementation
- Simple getters/setters without logic
- View/presentation layer rendering (unless it contains logic)
## Test Structure
We use **pytest** with async support for all Python tests:
```python
import pytest
from httpx import AsyncClient
from open_notebook.domain.notebook import Notebook
@pytest.mark.asyncio
async def test_create_notebook():
"""Test notebook creation."""
notebook = Notebook(name="Test Notebook", description="Test description")
await notebook.save()
assert notebook.id is not None
assert notebook.name == "Test Notebook"
assert notebook.created is not None
@pytest.mark.asyncio
async def test_api_create_notebook():
"""Test notebook creation via API."""
async with AsyncClient(app=app, base_url="http://test") as client:
response = await client.post(
"/api/notebooks",
json={"name": "Test Notebook", "description": "Test description"}
)
assert response.status_code == 200
data = response.json()
assert data["name"] == "Test Notebook"
```
## Test Categories
### 1. Unit Tests
Test individual functions and methods in isolation:
```python
@pytest.mark.asyncio
async def test_notebook_validation():
"""Test that notebook name validation works."""
with pytest.raises(InvalidInputError):
Notebook(name="", description="test")
@pytest.mark.asyncio
async def test_notebook_archive():
"""Test notebook archiving."""
notebook = Notebook(name="Test", description="")
notebook.archive()
assert notebook.archived is True
```
**Location**: `tests/unit/`
### 2. Integration Tests
Test component interactions and database operations:
```python
@pytest.mark.asyncio
async def test_create_notebook_with_sources():
"""Test creating a notebook and adding sources."""
notebook = await create_notebook(name="Research", description="")
source = await add_source(notebook_id=notebook.id, url="https://example.com")
retrieved = await get_notebook_with_sources(notebook.id)
assert len(retrieved.sources) == 1
assert retrieved.sources[0].id == source.id
```
**Location**: `tests/integration/`
### 3. API Tests
Test HTTP endpoints and error responses:
```python
@pytest.mark.asyncio
async def test_get_notebooks_endpoint():
"""Test GET /notebooks endpoint."""
async with AsyncClient(app=app, base_url="http://test") as client:
response = await client.get("/api/notebooks")
assert response.status_code == 200
data = response.json()
assert isinstance(data, list)
@pytest.mark.asyncio
async def test_create_notebook_validation():
"""Test that invalid input is rejected."""
async with AsyncClient(app=app, base_url="http://test") as client:
response = await client.post(
"/api/notebooks",
json={"name": "", "description": ""}
)
assert response.status_code == 400
```
**Location**: `tests/api/`
### 4. Database Tests
Test data persistence and query correctness:
```python
@pytest.mark.asyncio
async def test_save_and_retrieve_notebook():
"""Test saving and retrieving a notebook from database."""
notebook = Notebook(name="Test", description="desc")
await notebook.save()
retrieved = await Notebook.get(notebook.id)
assert retrieved.name == "Test"
assert retrieved.description == "desc"
@pytest.mark.asyncio
async def test_query_by_criteria():
"""Test querying notebooks by criteria."""
await create_notebook("Active", "")
await create_notebook("Archived", "")
active = await repo_query(
"SELECT * FROM notebook WHERE archived = false"
)
assert len(active) >= 1
```
**Location**: `tests/database/`
## Running Tests
### Run All Tests
```bash
uv run pytest
```
### Run Specific Test File
```bash
uv run pytest tests/test_notebooks.py
```
### Run Specific Test Function
```bash
uv run pytest tests/test_notebooks.py::test_create_notebook
```
### Run with Coverage Report
```bash
uv run pytest --cov=open_notebook
```
### Run Only Unit Tests
```bash
uv run pytest tests/unit/
```
### Run Only Integration Tests
```bash
uv run pytest tests/integration/
```
### Run Tests in Verbose Mode
```bash
uv run pytest -v
```
### Run Tests with Output
```bash
uv run pytest -s
```
## Test Fixtures
Use pytest fixtures for common setup and teardown:
```python
import pytest
@pytest.fixture
async def test_notebook():
"""Create a test notebook."""
notebook = Notebook(name="Test Notebook", description="Test description")
await notebook.save()
yield notebook
await notebook.delete()
@pytest.fixture
async def api_client():
"""Create an API test client."""
async with AsyncClient(app=app, base_url="http://test") as client:
yield client
@pytest.fixture
async def test_notebook_with_sources(test_notebook):
"""Create a test notebook with sample sources."""
source1 = Source(notebook_id=test_notebook.id, url="https://example.com")
source2 = Source(notebook_id=test_notebook.id, url="https://example.org")
await source1.save()
await source2.save()
test_notebook.sources = [source1, source2]
yield test_notebook
# Cleanup
await source1.delete()
await source2.delete()
```
## Best Practices
### 1. Write Descriptive Test Names
```python
# Good - clearly describes what is being tested
async def test_create_notebook_with_valid_name_succeeds():
...
# Bad - vague about what's being tested
async def test_notebook():
...
```
### 2. Use Docstrings
```python
@pytest.mark.asyncio
async def test_vector_search_returns_sorted_results():
"""Test that vector search results are sorted by relevance score."""
# Implementation
```
### 3. Test Edge Cases
```python
@pytest.mark.asyncio
async def test_search_with_empty_query():
"""Test that empty query raises error."""
with pytest.raises(InvalidInputError):
await vector_search("")
@pytest.mark.asyncio
async def test_search_with_very_long_query():
"""Test that very long query is handled."""
long_query = "x" * 10000
results = await vector_search(long_query)
assert isinstance(results, list)
@pytest.mark.asyncio
async def test_search_with_special_characters():
"""Test that special characters are handled."""
results = await vector_search("@#$%^&*()")
assert isinstance(results, list)
```
### 4. Use Assertions Effectively
```python
# Good - specific assertions
assert notebook.name == "Test"
assert len(notebook.sources) == 3
assert notebook.created is not None
# Less good - too broad
assert notebook is not None
assert notebook # ambiguous what's being tested
```
### 5. Test Both Success and Failure Cases
```python
@pytest.mark.asyncio
async def test_create_notebook_success():
"""Test successful notebook creation."""
notebook = await create_notebook(name="Research", description="AI")
assert notebook.id is not None
assert notebook.name == "Research"
@pytest.mark.asyncio
async def test_create_notebook_empty_name_fails():
"""Test that empty name raises error."""
with pytest.raises(InvalidInputError):
await create_notebook(name="", description="")
@pytest.mark.asyncio
async def test_create_notebook_duplicate_fails():
"""Test that duplicate names are handled."""
await create_notebook(name="Research", description="")
with pytest.raises(DuplicateError):
await create_notebook(name="Research", description="")
```
### 6. Keep Tests Independent
```python
# Good - test is self-contained
@pytest.mark.asyncio
async def test_archive_notebook():
notebook = Notebook(name="Test", description="")
await notebook.save()
await notebook.archive()
assert notebook.archived is True
# Bad - depends on another test's state
@pytest.mark.asyncio
async def test_archive_existing_notebook():
# Assumes test_create_notebook ran first
await notebook.archive() # notebook undefined
```
### 7. Use Fixtures for Reusable Setup
```python
# Instead of repeating setup:
@pytest.fixture
async def client_with_auth(api_client, mock_auth):
"""Client with authentication set up."""
api_client.headers.update({"Authorization": f"Bearer {mock_auth.token}"})
yield api_client
@pytest.mark.asyncio
async def test_protected_endpoint(client_with_auth):
"""Test protected endpoint."""
response = await client_with_auth.get("/api/protected")
assert response.status_code == 200
```
## Coverage Goals
- Aim for 70%+ overall coverage
- 90%+ coverage for critical business logic
- Don't obsess over 100% - focus on meaningful tests
- Use `--cov` flag to check coverage: `uv run pytest --cov=open_notebook`
## Async Test Patterns
### Testing Async Functions
```python
@pytest.mark.asyncio
async def test_async_operation():
"""Test async function."""
result = await some_async_function()
assert result is not None
```
### Testing Concurrent Operations
```python
@pytest.mark.asyncio
async def test_concurrent_notebook_creation():
"""Test creating multiple notebooks concurrently."""
tasks = [
create_notebook(f"Notebook {i}", "")
for i in range(10)
]
notebooks = await asyncio.gather(*tasks)
assert len(notebooks) == 10
assert all(n.id for n in notebooks)
```
## Common Testing Errors
### Error: "event loop is closed"
Solution: Use the async fixture properly:
```python
@pytest.fixture
async def notebook(): # Use async fixture
notebook = Notebook(name="Test", description="")
await notebook.save()
yield notebook
await notebook.delete()
```
### Error: "object is not awaitable"
Solution: Make sure you're using await:
```python
# Wrong
result = create_notebook("Test", "")
# Right
result = await create_notebook("Test", "")
```
---
**See also:**
- [Code Standards](code-standards.md) - Code formatting and style
- [Contributing Guide](contributing.md) - Overall contribution workflow