# SPDX-FileCopyrightText: Copyright 2022-2023, Arm Limited and/or its affiliates. # SPDX-License-Identifier: Apache-2.0 """Tests for the module context.""" from __future__ import annotations from pathlib import Path import pytest from mlia.core.common import AdviceCategory from mlia.core.context import ExecutionContext from mlia.core.events import DefaultEventPublisher @pytest.mark.parametrize( "context_advice_category, expected_enabled_categories", [ [ { AdviceCategory.COMPATIBILITY, }, [AdviceCategory.COMPATIBILITY], ], [ { AdviceCategory.PERFORMANCE, }, [AdviceCategory.PERFORMANCE], ], [ {AdviceCategory.COMPATIBILITY, AdviceCategory.PERFORMANCE}, [AdviceCategory.PERFORMANCE, AdviceCategory.COMPATIBILITY], ], ], ) def test_execution_context_category_enabled( context_advice_category: set[AdviceCategory], expected_enabled_categories: list[AdviceCategory], ) -> None: """Test category enabled method of execution context.""" for category in expected_enabled_categories: assert ExecutionContext( advice_category=context_advice_category ).category_enabled(category) def test_execution_context(tmpdir: str) -> None: """Test execution context.""" publisher = DefaultEventPublisher() category = {AdviceCategory.COMPATIBILITY} context = ExecutionContext( advice_category=category, config_parameters={"param": "value"}, output_dir=tmpdir, event_handlers=[], event_publisher=publisher, verbose=True, logs_dir="logs_directory", models_dir="models_directory", output_format="json", ) assert context.advice_category == category assert context.config_parameters == {"param": "value"} assert context.event_handlers == [] assert context.event_publisher == publisher assert context.logs_path == Path(tmpdir) / "logs_directory" expected_model_path = Path(tmpdir) / "models_directory/sample.model" assert context.get_model_path("sample.model") == expected_model_path assert context.verbose is True assert context.output_format == "json" assert str(context) == ( f"ExecutionContext: " f"output_dir={tmpdir}, " "advice_category={'COMPATIBILITY'}, " "config_parameters={'param': 'value'}, " "verbose=True, " "output_format=json" ) context_with_default_params = ExecutionContext(output_dir=tmpdir) assert context_with_default_params.advice_category == {AdviceCategory.COMPATIBILITY} assert context_with_default_params.config_parameters is None assert context_with_default_params.event_handlers is None assert isinstance( context_with_default_params.event_publisher, DefaultEventPublisher ) assert context_with_default_params.logs_path == Path(tmpdir) / "logs" default_model_path = context_with_default_params.get_model_path("sample.model") expected_default_model_path = Path(tmpdir) / "models/sample.model" assert default_model_path == expected_default_model_path assert context_with_default_params.output_format == "plain_text" expected_str = ( f"ExecutionContext: output_dir={tmpdir}, " "advice_category={'COMPATIBILITY'}, " "config_parameters=None, " "verbose=False, " "output_format=plain_text" ) assert str(context_with_default_params) == expected_str