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-rw-r--r--tests/test_tools_metadata_py_package.py62
1 files changed, 62 insertions, 0 deletions
diff --git a/tests/test_tools_metadata_py_package.py b/tests/test_tools_metadata_py_package.py
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+++ b/tests/test_tools_metadata_py_package.py
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+# SPDX-FileCopyrightText: Copyright 2022, Arm Limited and/or its affiliates.
+# SPDX-License-Identifier: Apache-2.0
+"""Tests for python package based installations."""
+from pathlib import Path
+from unittest.mock import MagicMock
+
+import pytest
+
+from mlia.tools.metadata.common import DownloadAndInstall
+from mlia.tools.metadata.common import InstallFromPath
+from mlia.tools.metadata.py_package import get_pypackage_backend_installations
+from mlia.tools.metadata.py_package import get_tosa_backend_installation
+from mlia.tools.metadata.py_package import PyPackageBackendInstallation
+
+
+def test_get_pypackage_backends() -> None:
+ """Test function get_pypackage_backends."""
+ backend_installs = get_pypackage_backend_installations()
+
+ assert isinstance(backend_installs, list)
+ assert len(backend_installs) == 1
+
+ tosa_installation = backend_installs[0]
+ assert isinstance(tosa_installation, PyPackageBackendInstallation)
+
+
+def test_get_tosa_backend_installation(
+ tmp_path: Path, monkeypatch: pytest.MonkeyPatch
+) -> None:
+ """Test function get_tosa_backend_installation."""
+ mock_package_manager = MagicMock()
+ monkeypatch.setattr(
+ "mlia.tools.metadata.py_package.get_package_manager",
+ lambda: mock_package_manager,
+ )
+
+ tosa_installation = get_tosa_backend_installation()
+
+ assert isinstance(tosa_installation, PyPackageBackendInstallation)
+ assert tosa_installation.name == "tosa-checker"
+ assert (
+ tosa_installation.description
+ == "Tool to check if a ML model is compatible with the TOSA specification"
+ )
+ assert tosa_installation.could_be_installed
+ assert tosa_installation.supports(DownloadAndInstall())
+ assert not tosa_installation.supports(InstallFromPath(tmp_path))
+
+ mock_package_manager.packages_installed.return_value = True
+ assert tosa_installation.already_installed
+ mock_package_manager.packages_installed.assert_called_once_with(["tosa-checker"])
+
+ with pytest.raises(Exception, match=r"Unsupported installation type.*"):
+ tosa_installation.install(InstallFromPath(tmp_path))
+
+ mock_package_manager.install.assert_not_called()
+
+ tosa_installation.install(DownloadAndInstall())
+ mock_package_manager.install.assert_called_once_with(["mlia[tosa]"])
+
+ tosa_installation.uninstall()
+ mock_package_manager.uninstall.assert_called_once_with(["tosa-checker"])