1 files changed, 52 insertions, 0 deletions
diff --git a/tests/test_target_cortex_a_data_collection.py b/tests/test_target_cortex_a_data_collection.py
new file mode 100644
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+++ b/tests/test_target_cortex_a_data_collection.py
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+# SPDX-FileCopyrightText: Copyright 2022, Arm Limited and/or its affiliates.
+# SPDX-License-Identifier: Apache-2.0
+"""Tests for Cortex-A data collection module."""
+from pathlib import Path
+from unittest.mock import MagicMock
+
+import pytest
+
+from mlia.core.context import ExecutionContext
+from mlia.target.cortex_a.data_collection import CortexAOperatorCompatibility
+from mlia.target.cortex_a.operators import CortexACompatibilityInfo
+
+
+def check_cortex_a_data_collection(
+    monkeypatch: pytest.MonkeyPatch, model: Path, tmpdir: str
+) -> None:
+    """Test Cortex-A data collection."""
+    assert CortexAOperatorCompatibility.name()
+
+    monkeypatch.setattr(
+        "mlia.target.cortex_a.data_collection.get_cortex_a_compatibility_info",
+        MagicMock(return_value=CortexACompatibilityInfo(True, [])),
+    )
+
+    context = ExecutionContext(working_dir=tmpdir)
+    collector = CortexAOperatorCompatibility(model)
+    collector.set_context(context)
+
+    data_item = collector.collect_data()
+
+    assert isinstance(data_item, CortexACompatibilityInfo)
+
+
+def test_cortex_a_data_collection_tflite(
+    monkeypatch: pytest.MonkeyPatch, test_tflite_model: Path, tmpdir: str
+) -> None:
+    """Test Cortex-A data collection with a TensorFlow Lite model."""
+    check_cortex_a_data_collection(monkeypatch, test_tflite_model, tmpdir)
+
+
+def test_cortex_a_data_collection_keras(
+    monkeypatch: pytest.MonkeyPatch, test_keras_model: Path, tmpdir: str
+) -> None:
+    """Test Cortex-A data collection with a Keras model."""
+    check_cortex_a_data_collection(monkeypatch, test_keras_model, tmpdir)
+
+
+def test_cortex_a_data_collection_tf(
+    monkeypatch: pytest.MonkeyPatch, test_tf_model: Path, tmpdir: str
+) -> None:
+    """Test Cortex-A data collection with a SavedModel."""
+    check_cortex_a_data_collection(monkeypatch, test_tf_model, tmpdir)