Using namedtuple for pytest parameterized tests#

I’m writing some quite complex pytest parameterized tests this morning, and I was finding it a little bit hard to read the test cases as the number of parameters grew.

Here’s a pattern I figured out using Python’s namedtuple to make the test cases easier to read and edit:

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from collections import namedtuple
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import pytest
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ManageTableTest = namedtuple(
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    "ManageTableTest",
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    (
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        "description",
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        "setup_post_data",
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        "post_data",
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        "expected_acls",
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        "should_fail_then_succeed",
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        "expected_audit_rows",
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    ),
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)
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@pytest.mark.asyncio
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@pytest.mark.parametrize(
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    ManageTableTest._fields,
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    (
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        ManageTableTest(
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            description="Group: add insert-row",
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            setup_post_data={},
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            post_data={"group_permissions_staff_insert-row": "on"},
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            expected_acls=[
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                {
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                    "group_name": "staff",
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                    "actor_id": None,
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                    "action_name": "insert-row",
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                    "database_name": "db",
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                    "resource_name": "t",
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                }
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            ],
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            should_fail_then_succeed=[
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                dict(
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                    actor={"id": "simon", "is_staff": True},
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                    action="insert-row",
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                    resource=["db", "t"],
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                ),
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            ],
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            expected_audit_rows=[
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                {
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                    "group_name": "staff",
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                    "actor_id": None,
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                    "action_name": "insert-row",
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                    "database_name": "db",
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                    "resource_name": "t",
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                    "operation_by": "root",
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                    "operation": "added",
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                }
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            ],
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        ),
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    ),
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)
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def test_manage_table_permissions(
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    description,
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    setup_post_data,
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    post_data,
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    expected_acls,
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    should_fail_then_succeed,
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    expected_audit_rows,
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):
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    # Tests go here

You can see a more complete example here.

There are a couple of tricks here. I’m defining this namedtuple with the fields that I know I want to use in the tests:

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ManageTableTest = namedtuple(
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    "ManageTableTest",
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    (
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        "description",
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        "setup_post_data",
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        "post_data",
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        "expected_acls",
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        "should_fail_then_succeed",
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        "expected_audit_rows",
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    ),
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)

I’m doing this purely to be able to use keyword arguments when defining my tests, which are much easier to read than a ordered list of arguments.

The pytest.mark.parametrize decorator is usually called with a comma-separated string of field names, which would look like this:

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@pytest.mark.parametrize(
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    "description,setup_post_data,post_data,expected_acls,should_fail_then_succeed,expected_audit_rows", [
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    ManageTableTest(description="...",)
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])
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def test_manage_table_permissions(...)

That’s a bit ugly, and you end up duplicating the list of fields. Instead, I reuse the definition from the namedtuple like this:

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@pytest.mark.parametrize(
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    ManageTableTest._fields,
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    (
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        ManageTableTest(
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            description="...",
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        )
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    )

One last trick: that description= field isn’t actually used by my code. Initially I had a code comment instead.

Then I found myself running pytest -x --pdb to drop into a debugger in a failing test but getting confused over which of the parameterized tests I was in. So I added the description argument so I can type description in the debugger and find out which test case failed.

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Using namedtuple for pytest parameterized tests#