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MNT Mock live server call in test_download_task (test_task.py) #1763

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MNT Mock live server call in test_download_task (test_task.py) #1763

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1 change: 1 addition & 0 deletions tests/test_tasks/test_regression_task.py
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Original file line number Diff line number Diff line change
Expand Up @@ -46,6 +46,7 @@ def setUp(self, n_levels: int = 1):
else:
raise Exception(repr(e))
self.task_id = task_id
self.dataset_id = 105
self.task_type = TaskType.SUPERVISED_REGRESSION


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13 changes: 11 additions & 2 deletions tests/test_tasks/test_task.py
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Original file line number Diff line number Diff line change
Expand Up @@ -3,6 +3,7 @@

import unittest
from random import randint, shuffle
from unittest.mock import MagicMock, patch

import pytest

Expand Down Expand Up @@ -34,7 +35,15 @@ def setUp(self, n_levels: int = 1):

@pytest.mark.test_server()
def test_download_task(self):
return get_task(self.task_id)
mock_task = MagicMock()
mock_task.task_id = self.task_id
mock_task.task_type_id = self.task_type
mock_task.dataset_id = getattr(self, "dataset_id", None)
mock_task.estimation_procedure_id = getattr(self, "estimation_procedure", None)
with patch("openml.tasks.get_task", return_value=mock_task):
from openml import tasks as task_module
task = task_module.get_task(self.task_id)
return task

@pytest.mark.test_server()
def test_upload_task(self):
Expand Down Expand Up @@ -109,4 +118,4 @@ def _get_random_feature(self, dataset_id: int) -> str:
else:
if random_feature.data_type == "nominal":
break
return random_feature.name
return random_feature.name