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Diffstat (limited to 'tests/mlia/test_api.py')
-rw-r--r-- | tests/mlia/test_api.py | 96 |
1 files changed, 0 insertions, 96 deletions
diff --git a/tests/mlia/test_api.py b/tests/mlia/test_api.py deleted file mode 100644 index 09bc509..0000000 --- a/tests/mlia/test_api.py +++ /dev/null @@ -1,96 +0,0 @@ -# SPDX-FileCopyrightText: Copyright 2022, Arm Limited and/or its affiliates. -# SPDX-License-Identifier: Apache-2.0 -"""Tests for the API functions.""" -from pathlib import Path -from unittest.mock import MagicMock - -import pytest - -from mlia.api import get_advice -from mlia.core.common import AdviceCategory -from mlia.core.context import Context -from mlia.core.context import ExecutionContext - - -def test_get_advice_no_target_provided(test_keras_model: Path) -> None: - """Test getting advice when no target provided.""" - with pytest.raises(Exception, match="Target is not provided"): - get_advice(None, test_keras_model, "all") # type: ignore - - -def test_get_advice_wrong_category(test_keras_model: Path) -> None: - """Test getting advice when wrong advice category provided.""" - with pytest.raises(Exception, match="Invalid advice category unknown"): - get_advice("ethos-u55-256", test_keras_model, "unknown") # type: ignore - - -@pytest.mark.parametrize( - "category, context, expected_category", - [ - [ - "all", - None, - AdviceCategory.ALL, - ], - [ - "optimization", - None, - AdviceCategory.OPTIMIZATION, - ], - [ - "operators", - None, - AdviceCategory.OPERATORS, - ], - [ - "performance", - None, - AdviceCategory.PERFORMANCE, - ], - [ - "all", - ExecutionContext(), - AdviceCategory.ALL, - ], - [ - "all", - ExecutionContext(advice_category=AdviceCategory.PERFORMANCE), - AdviceCategory.ALL, - ], - [ - "all", - ExecutionContext(config_parameters={"param": "value"}), - AdviceCategory.ALL, - ], - [ - "all", - ExecutionContext(event_handlers=[MagicMock()]), - AdviceCategory.ALL, - ], - ], -) -def test_get_advice( - monkeypatch: pytest.MonkeyPatch, - category: str, - context: ExecutionContext, - expected_category: AdviceCategory, - test_keras_model: Path, -) -> None: - """Test getting advice with valid parameters.""" - advisor_mock = MagicMock() - monkeypatch.setattr("mlia.api._get_advisor", MagicMock(return_value=advisor_mock)) - - get_advice( - "ethos-u55-256", - test_keras_model, - category, # type: ignore - context=context, - ) - - advisor_mock.run.assert_called_once() - context = advisor_mock.run.mock_calls[0].args[0] - assert isinstance(context, Context) - assert context.advice_category == expected_category - - assert context.event_handlers is not None - assert context.config_parameters is not None |