aboutsummaryrefslogtreecommitdiff
path: root/tests/mlia/test_api.py
diff options
context:
space:
mode:
Diffstat (limited to 'tests/mlia/test_api.py')
-rw-r--r--tests/mlia/test_api.py96
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