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test: Mock live server call for clustering tasks (#1649) #1760

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209 changes: 209 additions & 0 deletions tests/mock_data/clustering_tasks.xml
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<oml:task>
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<oml:task_type_id>5</oml:task_type_id>
<oml:task_type>Clustering</oml:task_type>
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</oml:task>
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<oml:task_type_id>5</oml:task_type_id>
<oml:task_type>Clustering</oml:task_type>
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<oml:name>balance-scale</oml:name>
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</oml:task>
</oml:tasks>
13 changes: 9 additions & 4 deletions tests/test_tasks/test_task_functions.py
View file
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Original file line number Diff line number Diff line change
Expand Up @@ -56,10 +56,15 @@ def test__get_estimation_procedure_list(self):
assert isinstance(estimation_procedures[0], dict)
assert estimation_procedures[0]["task_type_id"] == TaskType.SUPERVISED_CLASSIFICATION

@pytest.mark.production_server()
@pytest.mark.xfail(reason="failures_issue_1544", strict=False)
def test_list_clustering_task(self):
self.use_production_server()
@mock.patch("requests.Session.request")
def test_list_clustering_task(self, mock_request):
import pathlib
mock_request.return_value = create_request_response(
status_code=200,
content_filepath=pathlib.Path(__file__).parent.parent
/ "mock_data"
/ "clustering_tasks.xml",
)
# as shown by #383, clustering tasks can give list/dict casting problems
openml.tasks.list_tasks(task_type=TaskType.CLUSTERING, size=10)
# the expected outcome is that it doesn't crash. No assertions.
Expand Down