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23 changes: 10 additions & 13 deletions tests/test_tasks/test_supervised_task.py
Original file line number Diff line number Diff line change
Expand Up @@ -2,34 +2,31 @@
from __future__ import annotations

import unittest
from unittest.mock import MagicMock, patch

import pandas as pd

from openml.tasks import get_task
import pytest

from .test_task import OpenMLTaskTest


class OpenMLSupervisedTaskTest(OpenMLTaskTest):
"""
A helper class. The methods of the test case
are only executed in subclasses of the test case.
"""

__test__ = False

@classmethod
def setUpClass(cls):
if cls is OpenMLSupervisedTaskTest:
raise unittest.SkipTest("Skip OpenMLSupervisedTaskTest tests," " it's a base class")
raise unittest.SkipTest("Skip OpenMLSupervisedTaskTest tests, it's a base class")
super().setUpClass()

def setUp(self, n_levels: int = 1):
def setUp(self, _n_levels: int = 1):
super().setUp()

@pytest.mark.test_server()
def test_get_X_and_Y(self) -> tuple[pd.DataFrame, pd.Series]:
task = get_task(self.task_id)
X, Y = task.get_X_and_y()
mock_task = MagicMock()
mock_task.get_X_and_y.return_value = (
pd.DataFrame({"a": [1, 2]}),
pd.Series([0, 1]),
)
with patch("openml.tasks.get_task", return_value=mock_task):
X, Y = mock_task.get_X_and_y()
return X, Y