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# SPDX-FileCopyrightText: Copyright 2022, Arm Limited and/or its affiliates.
# SPDX-License-Identifier: Apache-2.0
"""Tests for TOSA data analysis module."""
from typing import List
import pytest
from mlia.core.common import DataItem
from mlia.core.data_analysis import Fact
from mlia.devices.tosa.data_analysis import ModelIsNotTOSACompatible
from mlia.devices.tosa.data_analysis import ModelIsTOSACompatible
from mlia.devices.tosa.data_analysis import TOSADataAnalyzer
from mlia.devices.tosa.operators import TOSACompatibilityInfo
@pytest.mark.parametrize(
"input_data, expected_facts",
[
[
TOSACompatibilityInfo(True, []),
[ModelIsTOSACompatible()],
],
[
TOSACompatibilityInfo(False, []),
[ModelIsNotTOSACompatible()],
],
],
)
def test_tosa_data_analyzer(input_data: DataItem, expected_facts: List[Fact]) -> None:
"""Test TOSA data analyzer."""
analyzer = TOSADataAnalyzer()
analyzer.analyze_data(input_data)
assert analyzer.get_analyzed_data() == expected_facts
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