aboutsummaryrefslogtreecommitdiff
path: root/tests/test_devices_cortex_a_advice_generation.py
diff options
context:
space:
mode:
Diffstat (limited to 'tests/test_devices_cortex_a_advice_generation.py')
-rw-r--r--tests/test_devices_cortex_a_advice_generation.py56
1 files changed, 56 insertions, 0 deletions
diff --git a/tests/test_devices_cortex_a_advice_generation.py b/tests/test_devices_cortex_a_advice_generation.py
new file mode 100644
index 0000000..69529d4
--- /dev/null
+++ b/tests/test_devices_cortex_a_advice_generation.py
@@ -0,0 +1,56 @@
+# SPDX-FileCopyrightText: Copyright 2022, Arm Limited and/or its affiliates.
+# SPDX-License-Identifier: Apache-2.0
+"""Tests for advice generation."""
+from __future__ import annotations
+
+import pytest
+
+from mlia.core.advice_generation import Advice
+from mlia.core.common import AdviceCategory
+from mlia.core.common import DataItem
+from mlia.core.context import ExecutionContext
+from mlia.devices.cortexa.advice_generation import CortexAAdviceProducer
+from mlia.devices.cortexa.data_analysis import ModelIsCortexACompatible
+from mlia.devices.cortexa.data_analysis import ModelIsNotCortexACompatible
+
+
+@pytest.mark.parametrize(
+ "input_data, advice_category, expected_advice",
+ [
+ [
+ ModelIsNotCortexACompatible(),
+ AdviceCategory.OPERATORS,
+ [
+ Advice(
+ [
+ "Some operators in the model are not compatible with Cortex-A. "
+ "Please, refer to the operators table for more information."
+ ]
+ )
+ ],
+ ],
+ [
+ ModelIsCortexACompatible(),
+ AdviceCategory.OPERATORS,
+ [Advice(["Model is fully compatible with Cortex-A."])],
+ ],
+ ],
+)
+def test_cortex_a_advice_producer(
+ tmpdir: str,
+ input_data: DataItem,
+ advice_category: AdviceCategory,
+ expected_advice: list[Advice],
+) -> None:
+ """Test Cortex-A advice producer."""
+ producer = CortexAAdviceProducer()
+
+ context = ExecutionContext(
+ advice_category=advice_category,
+ working_dir=tmpdir,
+ )
+
+ producer.set_context(context)
+ producer.produce_advice(input_data)
+
+ assert producer.get_advice() == expected_advice