|
| 1 | +import numpy as np |
| 2 | +import pytest |
| 3 | + |
| 4 | +from optimagic.exceptions import NotInstalledError |
| 5 | +from optimagic.optimizers.tranquilo import Tranquilo, TranquiloLS |
| 6 | + |
| 7 | + |
| 8 | +@pytest.fixture() |
| 9 | +def mock_problem(): |
| 10 | + """Create a minimal mock of InternalOptimizationProblem.""" |
| 11 | + |
| 12 | + class MockBounds: |
| 13 | + lower = np.array([-1.0, -1.0]) |
| 14 | + upper = np.array([1.0, 1.0]) |
| 15 | + |
| 16 | + class MockProblem: |
| 17 | + bounds = MockBounds() |
| 18 | + |
| 19 | + def batch_fun(self, xs): |
| 20 | + return [np.sum(x**2) for x in xs] |
| 21 | + |
| 22 | + return MockProblem() |
| 23 | + |
| 24 | + |
| 25 | +def test_tranquilo_raises_if_version_too_old(monkeypatch, mock_problem): |
| 26 | + import optimagic.optimizers.tranquilo as tranquilo_mod |
| 27 | + |
| 28 | + monkeypatch.setattr( |
| 29 | + tranquilo_mod, "IS_TRANQUILO_VERSION_NEWER_OR_EQUAL_TO_0_1_0", False |
| 30 | + ) |
| 31 | + |
| 32 | + algo = Tranquilo() |
| 33 | + x0 = np.array([0.5, 0.5]) |
| 34 | + |
| 35 | + with pytest.raises(NotInstalledError, match="tranquilo"): |
| 36 | + algo._solve_internal_problem(mock_problem, x0) |
| 37 | + |
| 38 | + |
| 39 | +def test_tranquilo_ls_raises_if_version_too_old(monkeypatch, mock_problem): |
| 40 | + import optimagic.optimizers.tranquilo as tranquilo_mod |
| 41 | + |
| 42 | + monkeypatch.setattr( |
| 43 | + tranquilo_mod, "IS_TRANQUILO_VERSION_NEWER_OR_EQUAL_TO_0_1_0", False |
| 44 | + ) |
| 45 | + |
| 46 | + algo = TranquiloLS() |
| 47 | + x0 = np.array([0.5, 0.5]) |
| 48 | + |
| 49 | + with pytest.raises(NotInstalledError, match="tranquilo"): |
| 50 | + algo._solve_internal_problem(mock_problem, x0) |
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