mirror of
https://github.com/hanzo-ml/kserve.git
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0cc7b33d97
Signed-off-by: ZabinskiMichal <[email protected]> Signed-off-by: Michał Żabiński <[email protected]> Signed-off-by: Spolti <[email protected]> Co-authored-by: Spolti <[email protected]>
76 lines
2.3 KiB
Python
76 lines
2.3 KiB
Python
# Copyright 2026 The KServe Authors.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import pytest
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from autogluonserver import AutoGluonModelRepository
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@pytest.mark.asyncio
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async def test_load_updates_repository_with_ready_model(monkeypatch, tmp_path):
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model_name = "autogluon-model"
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(tmp_path / model_name).mkdir()
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class FakeAutoGluonModel:
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def __init__(self, name, model_dir):
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self.name = name
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self.model_dir = model_dir
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self.ready = False
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def load(self):
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self.ready = True
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return True
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async def healthy(self):
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return self.ready
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monkeypatch.setattr(
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"autogluonserver.autogluon_model_repository.create_autogluon_model",
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lambda n, d: FakeAutoGluonModel(n, d),
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)
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repo = AutoGluonModelRepository(str(tmp_path))
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await repo.load(model_name)
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assert repo.get_model(model_name) is not None
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assert await repo.is_model_ready(model_name)
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@pytest.mark.asyncio
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async def test_load_failure_does_not_register_model(monkeypatch, tmp_path):
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model_name = "missing-model"
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class FakeAutoGluonModel:
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def __init__(self, name, model_dir):
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self.name = name
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self.model_dir = model_dir
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self.ready = False
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def load(self):
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raise FileNotFoundError("model directory not found")
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async def healthy(self):
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return self.ready
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monkeypatch.setattr(
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"autogluonserver.autogluon_model_repository.create_autogluon_model",
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lambda n, d: FakeAutoGluonModel(n, d),
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)
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repo = AutoGluonModelRepository(str(tmp_path))
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with pytest.raises(FileNotFoundError, match="model directory not found"):
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await repo.load(model_name)
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assert repo.get_model(model_name) is None
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assert not await repo.is_model_ready(model_name)
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