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# The ASF licenses this file to You under the Apache License, Version 2.0
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#
# http://www.apache.org/licenses/LICENSE-2.0
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import pytest
import tensorflow as tf


@pytest.mark.skipif(tf.__version__ < "2.0.0", reason="requires tf2")
def test_create_base_tf_model():
    from submarine.ml.tensorflow_v2.model.base_tf_model import BaseTFModel

    params = {"learning rate": 0.05}
    with pytest.raises(AssertionError, match="Does not define any input parameters"):
        BaseTFModel(params)

    params.update({"input": {"train_data": "/tmp/train.csv"}})
    with pytest.raises(AssertionError, match="Does not define any input type"):
        BaseTFModel(params)

    params.update({"input": {"type": "libsvm"}})
    BaseTFModel(params)
