Hi everyone, I'm trying to write a unit test for a...
# ask-community
l
Hi everyone, I'm trying to write a unit test for a Prefect flow that uses a task decorated with
@task
from Prefect. Here's a summary of my setup and the issues I'm facing: Setup: • I have a Prefect flow (
prefect_example_flow
) that imports and uses a task (
get_flow1_target_task
) decorated with
@task
. • I want to mock
get_flow1_target_task
to test the flow without invoking the real logic. Attempts So Far: 1. Patching the Task Directly: I used
@patch('path.to.get_flow1_target_task')
to replace the task with a mock. However, the real method still gets called during the test. 2. Patching
run()
Method
: Tried
@patch.object(get_flow1_target_task, 'run')
to mock the
run()
method of the task object, but encountered
AttributeError
, indicating that
Task
does not have the
run
attribute. 3. Side Effects and Return Values: Attempted using
side_effect
on the mock to simulate task behavior based on input parameters, but it didn't resolve the issue. 4. Path Verification: Double-checked that the import paths and
@patch
paths matched correctly where the task is used in the flow. Current Issue: Despite these efforts, the actual
get_flow1_target_task
method is still being executed in the unit test, and mocking does not seem to apply. Request for Help: Does anyone have experience successfully mocking Prefect
@task
decorated methods in unit tests or know of any special considerations when mocking Prefect tasks? Any guidance or alternative approaches would be greatly appreciated!
j
From a "risk-of-breaking" perspective, I don't think I'd even try put two "does a bunch of complicated stuff" type decorators on the same function. Can you try having one function with the
@task
decorator which calls a separate function that has the
@patch
decorator?