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[MNT] Replace live server call with mock in test_setup_list_filter_flow (test_setups/test_setup_functions.py) #1673

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[MNT] Replace live server call with mock in test_setup_list_filter_flow (test_setups/test_setup_functions.py) #1673

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10 changes: 10 additions & 0 deletions tests/files/mock_responses/setups/setup_list_flow5873.xml
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Original file line number Diff line number Diff line change
@@ -0,0 +1,10 @@
<oml:setups xmlns:oml="http://openml.org/openml">
<oml:setup>
<oml:setup_id>1001</oml:setup_id>
<oml:flow_id>5873</oml:flow_id>
</oml:setup>
<oml:setup>
<oml:setup_id>1002</oml:setup_id>
<oml:flow_id>5873</oml:flow_id>
</oml:setup>
</oml:setups>
40 changes: 26 additions & 14 deletions tests/test_setups/test_setup_functions.py
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Original file line number Diff line number Diff line change
Expand Up @@ -3,18 +3,19 @@

import hashlib
import time
import unittest.mock
import unittest.mock as mock

import pandas as pd
import pytest
import requests
import sklearn.base
import sklearn.naive_bayes
import sklearn.tree
from openml_sklearn import SklearnExtension

import openml
import openml.exceptions
from openml.testing import TestBase
from openml.testing import TestBase, create_request_response


def get_sentinel():
Expand Down Expand Up @@ -135,18 +136,6 @@ def test_get_setup(self):
else:
assert len(current.parameters) == num_params[idx]

@pytest.mark.production_server()
def test_setup_list_filter_flow(self):
self.use_production_server()

flow_id = 5873

setups = openml.setups.list_setups(flow=flow_id)

assert len(setups) > 0 # TODO: please adjust 0
for setup_id in setups:
assert setups[setup_id].flow_id == flow_id

@pytest.mark.test_server()
def test_list_setups_empty(self):
setups = openml.setups.list_setups(setup=[0])
Expand Down Expand Up @@ -189,3 +178,26 @@ def test_get_uncached_setup(self):
openml.config.set_root_cache_directory(self.static_cache_dir)
with pytest.raises(openml.exceptions.OpenMLCacheException):
openml.setups.functions._get_cached_setup(10)


@mock.patch.object(requests.Session, "get")
def test_setup_list_filter_flow(mock_get, test_files_directory, test_api_key):
content_file = (
test_files_directory / "mock_responses" / "setups" / "setup_list_flow5873.xml"
)
mock_get.return_value = create_request_response(
status_code=200,
content_filepath=content_file,
)

flow_id = 5873
setups = openml.setups.list_setups(flow=flow_id)

assert len(setups) > 0
for setup_id in setups:
assert setups[setup_id].flow_id == flow_id

# Verify the GET URL contains the flow filter
call_url = mock_get.call_args.args[0]
assert "setup/list" in call_url
assert f"flow/{flow_id}" in call_url