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# SPDX-FileCopyrightText: Copyright 2022-2023, Arm Limited and/or its affiliates.
# SPDX-License-Identifier: Apache-2.0
"""Tests for TOSA data collection module."""
from pathlib import Path
from unittest.mock import MagicMock
import pytest
from mlia.backend.tosa_checker.compat import TOSACompatibilityInfo
from mlia.core.context import ExecutionContext
from mlia.target.tosa.data_collection import TOSAOperatorCompatibility
def test_tosa_data_collection(
monkeypatch: pytest.MonkeyPatch, test_tflite_model: Path, tmpdir: str
) -> None:
"""Test TOSA data collection."""
monkeypatch.setattr(
"mlia.target.tosa.data_collection.get_tosa_compatibility_info",
MagicMock(return_value=TOSACompatibilityInfo(True, [])),
)
context = ExecutionContext(output_dir=tmpdir)
collector = TOSAOperatorCompatibility(test_tflite_model)
collector.set_context(context)
data_item = collector.collect_data()
assert isinstance(data_item, TOSACompatibilityInfo)
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