<@ULVA73B9P> Is there a way to apply mocks from py...
# ask-marvin
n
@Marvin Is there a way to apply mocks from pytest fixtures to flows being run inside a prefect test harness?
m
Yes, you can apply mocks from pytest fixtures to flows being run inside a Prefect test harness. The
prefect_test_harness
utility is designed to create a temporary testing environment, allowing you to run Prefect flows and tasks in isolation. Here is a basic example of how you might use pytest fixtures with Prefect: 1. Setup a pytest fixture using `prefect_test_harness`:
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python
   import pytest
   from prefect.testing.utilities import prefect_test_harness

   @pytest.fixture(autouse=True)
   def prefect_db():
       with prefect_test_harness() as harness:
           yield harness
2. Mocking in your tests: You can use Python's
unittest.mock
library to mock components within your flows or tasks. Here's an example of mocking a task:
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python
   from unittest.mock import patch
   from prefect import task, flow

   @task
   def some_task():
       return "real result"

   @flow
   def some_flow():
       return some_task()

   def test_some_flow():
       with patch('path.to.some_task') as mock_task:
           mock_task.return_value = "mocked result"
           result = some_flow()
           assert result == "mocked result"
3. Handling known issues: Be aware of issues such as
MissingContextError
when using
get_run_logger()
outside of an active flow or task context. This error can occur if you try to access the logger in a test without a proper Prefect context. You can avoid this by not using
get_run_logger()
directly in tests or by ensuring the context is correctly set up. For more detailed examples and understanding, you can refer to these resources: - Prefect Test Harness Example - GitHub Issue on MissingContextError If you have any specific requirements or issues, feel free to share more details.