diff options
Diffstat (limited to 'tests/test_api.py')
-rw-r--r-- | tests/test_api.py | 98 |
1 files changed, 27 insertions, 71 deletions
diff --git a/tests/test_api.py b/tests/test_api.py index fbc558b..0bbc3ae 100644 --- a/tests/test_api.py +++ b/tests/test_api.py @@ -1,15 +1,13 @@ -# SPDX-FileCopyrightText: Copyright 2022, Arm Limited and/or its affiliates. +# SPDX-FileCopyrightText: Copyright 2022-2023, Arm Limited and/or its affiliates. # SPDX-License-Identifier: Apache-2.0 """Tests for the API functions.""" from __future__ import annotations from pathlib import Path from unittest.mock import MagicMock -from unittest.mock import patch import pytest -from mlia.api import generate_supported_operators_report from mlia.api import get_advice from mlia.api import get_advisor from mlia.core.common import AdviceCategory @@ -22,63 +20,68 @@ from mlia.target.tosa.advisor import TOSAInferenceAdvisor 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 profile is not provided"): - get_advice(None, test_keras_model, "all") # type: ignore + get_advice(None, test_keras_model, {"compatibility"}) # 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 + get_advice("ethos-u55-256", test_keras_model, {"unknown"}) @pytest.mark.parametrize( "category, context, expected_category", [ [ - "all", + {"compatibility", "optimization"}, None, - AdviceCategory.ALL, + {AdviceCategory.COMPATIBILITY, AdviceCategory.OPTIMIZATION}, ], [ - "optimization", + {"optimization"}, None, - AdviceCategory.OPTIMIZATION, + {AdviceCategory.OPTIMIZATION}, ], [ - "operators", + {"compatibility"}, None, - AdviceCategory.OPERATORS, + {AdviceCategory.COMPATIBILITY}, ], [ - "performance", + {"performance"}, None, - AdviceCategory.PERFORMANCE, + {AdviceCategory.PERFORMANCE}, ], [ - "all", + {"compatibility", "optimization"}, ExecutionContext(), - AdviceCategory.ALL, + {AdviceCategory.COMPATIBILITY, AdviceCategory.OPTIMIZATION}, ], [ - "all", - ExecutionContext(advice_category=AdviceCategory.PERFORMANCE), - AdviceCategory.ALL, + {"compatibility", "optimization"}, + ExecutionContext( + advice_category={ + AdviceCategory.COMPATIBILITY, + AdviceCategory.OPTIMIZATION, + } + ), + {AdviceCategory.COMPATIBILITY, AdviceCategory.OPTIMIZATION}, ], [ - "all", + {"compatibility", "optimization"}, ExecutionContext(config_parameters={"param": "value"}), - AdviceCategory.ALL, + {AdviceCategory.COMPATIBILITY, AdviceCategory.OPTIMIZATION}, ], [ - "all", + {"compatibility", "optimization"}, ExecutionContext(event_handlers=[MagicMock()]), - AdviceCategory.ALL, + {AdviceCategory.COMPATIBILITY, AdviceCategory.OPTIMIZATION}, ], ], ) def test_get_advice( monkeypatch: pytest.MonkeyPatch, - category: str, + category: set[str], context: ExecutionContext, expected_category: AdviceCategory, test_keras_model: Path, @@ -90,7 +93,7 @@ def test_get_advice( get_advice( "ethos-u55-256", test_keras_model, - category, # type: ignore + category, context=context, ) @@ -111,50 +114,3 @@ def test_get_advisor( tosa_advisor = get_advisor(ExecutionContext(), "tosa", str(test_keras_model)) assert isinstance(tosa_advisor, TOSAInferenceAdvisor) - - -@pytest.mark.parametrize( - ["target_profile", "required_calls", "exception_msg"], - [ - [ - "ethos-u55-128", - "mlia.target.ethos_u.operators.generate_supported_operators_report", - None, - ], - [ - "ethos-u65-256", - "mlia.target.ethos_u.operators.generate_supported_operators_report", - None, - ], - [ - "tosa", - None, - "Generating a supported operators report is not " - "currently supported with TOSA target profile.", - ], - [ - "cortex-a", - None, - "Generating a supported operators report is not " - "currently supported with Cortex-A target profile.", - ], - [ - "Unknown", - None, - "Unable to find target profile Unknown", - ], - ], -) -def test_supported_ops_report_generator( - target_profile: str, required_calls: str | None, exception_msg: str | None -) -> None: - """Test supported operators report generator with different target profiles.""" - if exception_msg: - with pytest.raises(Exception) as exc: - generate_supported_operators_report(target_profile) - assert str(exc.value) == exception_msg - - if required_calls: - with patch(required_calls) as mock_method: - generate_supported_operators_report(target_profile) - mock_method.assert_called_once() |