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also check dependencies for sklearn string #830

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Merged
mfeurer merged 5 commits into from
Oct 16, 2019
Merged

also check dependencies for sklearn string #830

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62095a2
also check dependencies for sklearn string
amueller Oct 15, 2019
ae9ae11
added test
amueller Oct 15, 2019
491127e
test for None
amueller Oct 15, 2019
98b2a94
Merge branch 'develop' into sklearn_extension_api
amueller Oct 16, 2019
9b6038d
be safe against dummy flow
amueller Oct 16, 2019
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added test
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@amueller
amueller committed Oct 15, 2019
commit ae9ae11bd0e09f89dce63d36a0564e61d5f3a1f7
10 changes: 10 additions & 0 deletions tests/test_extensions/test_sklearn_extension/test_sklearn_extension.py
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Expand Up @@ -139,6 +139,16 @@ def test_serialize_model(self):

self.assertEqual(check_dependencies_mock.call_count, 1)

def test_can_handle_flow(self):
openml.config.server = self.production_server

R_flow = openml.flows.get_flow(6794)
assert not self.extension.can_handle_flow(R_flow)
old_3rd_party_flow = openml.flows.get_flow(7660)
assert self.extension.can_handle_flow(old_3rd_party_flow)

openml.config.server = self.test_server

def test_serialize_model_clustering(self):
with mock.patch.object(self.extension, '_check_dependencies') as check_dependencies_mock:
model = sklearn.cluster.KMeans()
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