From 5d81f37de09efe10f90512e50252be9c36925fcf Mon Sep 17 00:00:00 2001
From: Benjamin Klimczak <benjamin.klimczak@arm.com>
Date: Mon, 11 Jul 2022 12:33:42 +0100
Subject: 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
---
 tests/mlia/test_api.py | 96 --------------------------------------------------
 1 file changed, 96 deletions(-)
 delete mode 100644 tests/mlia/test_api.py

(limited to 'tests/mlia/test_api.py')

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
-- 
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