diff options
author | Benjamin Klimczak <benjamin.klimczak@arm.com> | 2022-07-11 12:33:42 +0100 |
---|---|---|
committer | Benjamin Klimczak <benjamin.klimczak@arm.com> | 2022-07-26 14:08:21 +0100 |
commit | 5d81f37de09efe10f90512e50252be9c36925fcf (patch) | |
tree | b4d7cdfd051da0a6e882bdfcf280fd7ca7b39e57 /tests/test_core_advice_generation.py | |
parent | 7899b908c1fe6d86b92a80f3827ddd0ac05b674b (diff) | |
download | mlia-5d81f37de09efe10f90512e50252be9c36925fcf.tar.gz |
MLIA-551 Rework remains of AIET architecture
Re-factoring the code base to further merge the old AIET code into MLIA.
- Remove last traces of the backend type 'tool'
- Controlled systems removed, including SSH protocol, controller,
RunningCommand, locks etc.
- Build command / build dir and deploy functionality removed from
Applications and Systems
- Moving working_dir()
- Replace module 'output_parser' with new module 'output_consumer' and
merge Base64 parsing into it
- Change the output consumption to optionally remove (i.e. actually
consume) lines
- Use Base64 parsing in GenericInferenceOutputParser, replacing the
regex-based parsing and remove the now unused regex parsing
- Remove AIET reporting
- Pre-install applications by moving them to src/mlia/resources/backends
- Rename aiet-config.json to backend-config.json
- Move tests from tests/mlia/ to tests/
- Adapt unit tests to code changes
- Dependencies removed: paramiko, filelock, psutil
- Fix bug in corstone.py: The wrong resource directory was used which
broke the functionality to download backends.
- Use f-string formatting.
- Use logging instead of print.
Change-Id: I768bc3bb6b2eda57d219ad01be4a8e0a74167d76
Diffstat (limited to 'tests/test_core_advice_generation.py')
-rw-r--r-- | tests/test_core_advice_generation.py | 71 |
1 files changed, 71 insertions, 0 deletions
diff --git a/tests/test_core_advice_generation.py b/tests/test_core_advice_generation.py new file mode 100644 index 0000000..05db698 --- /dev/null +++ b/tests/test_core_advice_generation.py @@ -0,0 +1,71 @@ +# SPDX-FileCopyrightText: Copyright 2022, Arm Limited and/or its affiliates. +# SPDX-License-Identifier: Apache-2.0 +"""Tests for module advice_generation.""" +from typing import List + +import pytest + +from mlia.core.advice_generation import Advice +from mlia.core.advice_generation import advice_category +from mlia.core.advice_generation import FactBasedAdviceProducer +from mlia.core.common import AdviceCategory +from mlia.core.common import DataItem +from mlia.core.context import Context + + +def test_advice_generation() -> None: + """Test advice generation.""" + + class SampleProducer(FactBasedAdviceProducer): + """Sample producer.""" + + def produce_advice(self, data_item: DataItem) -> None: + """Process data.""" + self.add_advice([f"Advice for {data_item}"]) + + producer = SampleProducer() + producer.produce_advice(123) + producer.produce_advice("hello") + + advice = producer.get_advice() + assert advice == [Advice(["Advice for 123"]), Advice(["Advice for hello"])] + + +@pytest.mark.parametrize( + "category, expected_advice", + [ + [ + AdviceCategory.OPERATORS, + [Advice(["Good advice!"])], + ], + [ + AdviceCategory.PERFORMANCE, + [], + ], + ], +) +def test_advice_category_decorator( + category: AdviceCategory, + expected_advice: List[Advice], + dummy_context: Context, +) -> None: + """Test for advice_category decorator.""" + + class SampleAdviceProducer(FactBasedAdviceProducer): + """Sample advice producer.""" + + @advice_category(AdviceCategory.OPERATORS) + def produce_advice(self, data_item: DataItem) -> None: + """Produce the advice.""" + self.add_advice(["Good advice!"]) + + producer = SampleAdviceProducer() + dummy_context.update( + advice_category=category, event_handlers=[], config_parameters={} + ) + producer.set_context(dummy_context) + + producer.produce_advice("some_data") + advice = producer.get_advice() + + assert advice == expected_advice |