Initial commit
This commit is contained in:
320
skills/temporal-python-testing/resources/unit-testing.md
Normal file
320
skills/temporal-python-testing/resources/unit-testing.md
Normal file
@@ -0,0 +1,320 @@
|
||||
# Unit Testing Temporal Workflows and Activities
|
||||
|
||||
Focused guide for testing individual workflows and activities in isolation using WorkflowEnvironment and ActivityEnvironment.
|
||||
|
||||
## WorkflowEnvironment with Time-Skipping
|
||||
|
||||
**Purpose**: Test workflows in isolation with instant time progression (month-long workflows → seconds)
|
||||
|
||||
### Basic Setup Pattern
|
||||
|
||||
```python
|
||||
import pytest
|
||||
from temporalio.testing import WorkflowEnvironment
|
||||
from temporalio.worker import Worker
|
||||
|
||||
@pytest.fixture
|
||||
async def workflow_env():
|
||||
"""Reusable time-skipping test environment"""
|
||||
env = await WorkflowEnvironment.start_time_skipping()
|
||||
yield env
|
||||
await env.shutdown()
|
||||
|
||||
@pytest.mark.asyncio
|
||||
async def test_workflow_execution(workflow_env):
|
||||
"""Test workflow with time-skipping"""
|
||||
async with Worker(
|
||||
workflow_env.client,
|
||||
task_queue="test-queue",
|
||||
workflows=[YourWorkflow],
|
||||
activities=[your_activity],
|
||||
):
|
||||
result = await workflow_env.client.execute_workflow(
|
||||
YourWorkflow.run,
|
||||
"test-input",
|
||||
id="test-wf-id",
|
||||
task_queue="test-queue",
|
||||
)
|
||||
assert result == "expected-output"
|
||||
```
|
||||
|
||||
**Key Benefits**:
|
||||
- `workflow.sleep(timedelta(days=30))` completes instantly
|
||||
- Fast feedback loop (milliseconds vs hours)
|
||||
- Deterministic test execution
|
||||
|
||||
### Time-Skipping Examples
|
||||
|
||||
**Sleep Advancement**:
|
||||
```python
|
||||
@pytest.mark.asyncio
|
||||
async def test_workflow_with_delays(workflow_env):
|
||||
"""Workflow sleeps are instant in time-skipping mode"""
|
||||
|
||||
@workflow.defn
|
||||
class DelayedWorkflow:
|
||||
@workflow.run
|
||||
async def run(self) -> str:
|
||||
await workflow.sleep(timedelta(hours=24)) # Instant in tests
|
||||
return "completed"
|
||||
|
||||
async with Worker(
|
||||
workflow_env.client,
|
||||
task_queue="test",
|
||||
workflows=[DelayedWorkflow],
|
||||
):
|
||||
result = await workflow_env.client.execute_workflow(
|
||||
DelayedWorkflow.run,
|
||||
id="delayed-wf",
|
||||
task_queue="test",
|
||||
)
|
||||
assert result == "completed"
|
||||
```
|
||||
|
||||
**Manual Time Control**:
|
||||
```python
|
||||
@pytest.mark.asyncio
|
||||
async def test_workflow_manual_time(workflow_env):
|
||||
"""Manually advance time for precise control"""
|
||||
|
||||
handle = await workflow_env.client.start_workflow(
|
||||
TimeBasedWorkflow.run,
|
||||
id="time-wf",
|
||||
task_queue="test",
|
||||
)
|
||||
|
||||
# Advance time by specific amount
|
||||
await workflow_env.sleep(timedelta(hours=1))
|
||||
|
||||
# Verify intermediate state via query
|
||||
state = await handle.query(TimeBasedWorkflow.get_state)
|
||||
assert state == "processing"
|
||||
|
||||
# Advance to completion
|
||||
await workflow_env.sleep(timedelta(hours=23))
|
||||
result = await handle.result()
|
||||
assert result == "completed"
|
||||
```
|
||||
|
||||
### Testing Workflow Logic
|
||||
|
||||
**Decision Testing**:
|
||||
```python
|
||||
@pytest.mark.asyncio
|
||||
async def test_workflow_branching(workflow_env):
|
||||
"""Test different execution paths"""
|
||||
|
||||
@workflow.defn
|
||||
class ConditionalWorkflow:
|
||||
@workflow.run
|
||||
async def run(self, condition: bool) -> str:
|
||||
if condition:
|
||||
return "path-a"
|
||||
return "path-b"
|
||||
|
||||
async with Worker(
|
||||
workflow_env.client,
|
||||
task_queue="test",
|
||||
workflows=[ConditionalWorkflow],
|
||||
):
|
||||
# Test true path
|
||||
result_a = await workflow_env.client.execute_workflow(
|
||||
ConditionalWorkflow.run,
|
||||
True,
|
||||
id="cond-wf-true",
|
||||
task_queue="test",
|
||||
)
|
||||
assert result_a == "path-a"
|
||||
|
||||
# Test false path
|
||||
result_b = await workflow_env.client.execute_workflow(
|
||||
ConditionalWorkflow.run,
|
||||
False,
|
||||
id="cond-wf-false",
|
||||
task_queue="test",
|
||||
)
|
||||
assert result_b == "path-b"
|
||||
```
|
||||
|
||||
## ActivityEnvironment Testing
|
||||
|
||||
**Purpose**: Test activities in isolation without workflows or Temporal server
|
||||
|
||||
### Basic Activity Test
|
||||
|
||||
```python
|
||||
from temporalio.testing import ActivityEnvironment
|
||||
|
||||
async def test_activity_basic():
|
||||
"""Test activity without workflow context"""
|
||||
|
||||
@activity.defn
|
||||
async def process_data(input: str) -> str:
|
||||
return input.upper()
|
||||
|
||||
env = ActivityEnvironment()
|
||||
result = await env.run(process_data, "test")
|
||||
assert result == "TEST"
|
||||
```
|
||||
|
||||
### Testing Activity Context
|
||||
|
||||
**Heartbeat Testing**:
|
||||
```python
|
||||
async def test_activity_heartbeat():
|
||||
"""Verify heartbeat calls"""
|
||||
|
||||
@activity.defn
|
||||
async def long_running_activity(total_items: int) -> int:
|
||||
for i in range(total_items):
|
||||
activity.heartbeat(i) # Report progress
|
||||
await asyncio.sleep(0.1)
|
||||
return total_items
|
||||
|
||||
env = ActivityEnvironment()
|
||||
result = await env.run(long_running_activity, 10)
|
||||
assert result == 10
|
||||
```
|
||||
|
||||
**Cancellation Testing**:
|
||||
```python
|
||||
async def test_activity_cancellation():
|
||||
"""Test activity cancellation handling"""
|
||||
|
||||
@activity.defn
|
||||
async def cancellable_activity() -> str:
|
||||
try:
|
||||
while True:
|
||||
if activity.is_cancelled():
|
||||
return "cancelled"
|
||||
await asyncio.sleep(0.1)
|
||||
except asyncio.CancelledError:
|
||||
return "cancelled"
|
||||
|
||||
env = ActivityEnvironment(cancellation_reason="test-cancel")
|
||||
result = await env.run(cancellable_activity)
|
||||
assert result == "cancelled"
|
||||
```
|
||||
|
||||
### Testing Error Handling
|
||||
|
||||
**Exception Propagation**:
|
||||
```python
|
||||
async def test_activity_error():
|
||||
"""Test activity error handling"""
|
||||
|
||||
@activity.defn
|
||||
async def failing_activity(should_fail: bool) -> str:
|
||||
if should_fail:
|
||||
raise ApplicationError("Validation failed", non_retryable=True)
|
||||
return "success"
|
||||
|
||||
env = ActivityEnvironment()
|
||||
|
||||
# Test success path
|
||||
result = await env.run(failing_activity, False)
|
||||
assert result == "success"
|
||||
|
||||
# Test error path
|
||||
with pytest.raises(ApplicationError) as exc_info:
|
||||
await env.run(failing_activity, True)
|
||||
assert "Validation failed" in str(exc_info.value)
|
||||
```
|
||||
|
||||
## Pytest Integration Patterns
|
||||
|
||||
### Shared Fixtures
|
||||
|
||||
```python
|
||||
# conftest.py
|
||||
import pytest
|
||||
from temporalio.testing import WorkflowEnvironment
|
||||
|
||||
@pytest.fixture(scope="module")
|
||||
async def workflow_env():
|
||||
"""Module-scoped environment (reused across tests)"""
|
||||
env = await WorkflowEnvironment.start_time_skipping()
|
||||
yield env
|
||||
await env.shutdown()
|
||||
|
||||
@pytest.fixture
|
||||
def activity_env():
|
||||
"""Function-scoped environment (fresh per test)"""
|
||||
return ActivityEnvironment()
|
||||
```
|
||||
|
||||
### Parameterized Tests
|
||||
|
||||
```python
|
||||
@pytest.mark.parametrize("input,expected", [
|
||||
("test", "TEST"),
|
||||
("hello", "HELLO"),
|
||||
("123", "123"),
|
||||
])
|
||||
async def test_activity_parameterized(activity_env, input, expected):
|
||||
"""Test multiple input scenarios"""
|
||||
result = await activity_env.run(process_data, input)
|
||||
assert result == expected
|
||||
```
|
||||
|
||||
## Best Practices
|
||||
|
||||
1. **Fast Execution**: Use time-skipping for all workflow tests
|
||||
2. **Isolation**: Test workflows and activities separately
|
||||
3. **Shared Fixtures**: Reuse WorkflowEnvironment across related tests
|
||||
4. **Coverage Target**: ≥80% for workflow logic
|
||||
5. **Mock Activities**: Use ActivityEnvironment for activity-specific logic
|
||||
6. **Determinism**: Ensure test results are consistent across runs
|
||||
7. **Error Cases**: Test both success and failure scenarios
|
||||
|
||||
## Common Patterns
|
||||
|
||||
**Testing Retry Logic**:
|
||||
```python
|
||||
@pytest.mark.asyncio
|
||||
async def test_workflow_with_retries(workflow_env):
|
||||
"""Test activity retry behavior"""
|
||||
|
||||
call_count = 0
|
||||
|
||||
@activity.defn
|
||||
async def flaky_activity() -> str:
|
||||
nonlocal call_count
|
||||
call_count += 1
|
||||
if call_count < 3:
|
||||
raise Exception("Transient error")
|
||||
return "success"
|
||||
|
||||
@workflow.defn
|
||||
class RetryWorkflow:
|
||||
@workflow.run
|
||||
async def run(self) -> str:
|
||||
return await workflow.execute_activity(
|
||||
flaky_activity,
|
||||
start_to_close_timeout=timedelta(seconds=10),
|
||||
retry_policy=RetryPolicy(
|
||||
initial_interval=timedelta(milliseconds=1),
|
||||
maximum_attempts=5,
|
||||
),
|
||||
)
|
||||
|
||||
async with Worker(
|
||||
workflow_env.client,
|
||||
task_queue="test",
|
||||
workflows=[RetryWorkflow],
|
||||
activities=[flaky_activity],
|
||||
):
|
||||
result = await workflow_env.client.execute_workflow(
|
||||
RetryWorkflow.run,
|
||||
id="retry-wf",
|
||||
task_queue="test",
|
||||
)
|
||||
assert result == "success"
|
||||
assert call_count == 3 # Verify retry attempts
|
||||
```
|
||||
|
||||
## Additional Resources
|
||||
|
||||
- Python SDK Testing: docs.temporal.io/develop/python/testing-suite
|
||||
- pytest Documentation: docs.pytest.org
|
||||
- Temporal Samples: github.com/temporalio/samples-python
|
||||
Reference in New Issue
Block a user