MLIA-549 Integrate TOSA checker into MLIA

- Add new module for TOSA
- Add advisor workflow components
- Use TOSA checker for getting operators compatibility
  information

Change-Id: I769e5e2a84e15779658f0895b4a347384def63bf

1 files changed, 28 insertions, 0 deletions

diff --git a/tests/test_devices_tosa_data_collection.py b/tests/test_devices_tosa_data_collection.py
new file mode 100644
index 0000000..b9c0b4c
--- /dev/null
+++ b/tests/test_devices_tosa_data_collection.py
@@ -0,0 +1,28 @@
+# SPDX-FileCopyrightText: Copyright 2022, Arm Limited and/or its affiliates.
+# SPDX-License-Identifier: Apache-2.0
+"""Tests for TOSA data collection module."""
+from pathlib import Path
+from unittest.mock import MagicMock
+
+import pytest
+
+from mlia.core.context import ExecutionContext
+from mlia.devices.tosa.data_collection import TOSAOperatorCompatibility
+from mlia.devices.tosa.operators import TOSACompatibilityInfo
+
+
+def test_tosa_data_collection(
+    monkeypatch: pytest.MonkeyPatch, test_tflite_model: Path, tmpdir: str
+) -> None:
+    """Test TOSA data collection."""
+    monkeypatch.setattr(
+        "mlia.devices.tosa.data_collection.get_tosa_compatibility_info",
+        MagicMock(return_value=TOSACompatibilityInfo(True, [])),
+    )
+    context = ExecutionContext(working_dir=tmpdir)
+    collector = TOSAOperatorCompatibility(test_tflite_model)
+    collector.set_context(context)
+
+    data_item = collector.collect_data()
+
+    assert isinstance(data_item, TOSACompatibilityInfo)