Add tests for c-TPE #208
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Add tests for c-TPE #208
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@c-bata Could you review this PR? |
c-bata
approved these changes
Dec 17, 2024
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I confirmed that all tests are green. Thank you for your pull request.
$ pytest package/samplers/ctpe/tests/
================================================================================================================================================ test session starts =================================================================================================================================================
platform linux -- Python 3.11.7, pytest-8.3.3, pluggy-1.5.0
rootdir: /home/cbata/go/src/github.com/optuna/optunahub-registry
configfile: pyproject.toml
collected 208 items
package/samplers/ctpe/tests/test_sampler.py ................................................................................................................................................................................................................ [100%]
================================================================================================================================================== warnings summary ==================================================================================================================================================
package/samplers/ctpe/tests/test_sampler.py:772
/home/cbata/go/src/github.com/optuna/optunahub-registry/package/samplers/ctpe/tests/test_sampler.py:772: PytestUnknownMarkWarning: Unknown pytest.mark.slow - is this a typo? You can register custom marks to avoid this warning - for details, see https://docs.pytest.org/en/stable/how-to/mark.html
@pytest.mark.slow
package/samplers/ctpe/tests/test_sampler.py:800
/home/cbata/go/src/github.com/optuna/optunahub-registry/package/samplers/ctpe/tests/test_sampler.py:800: PytestUnknownMarkWarning: Unknown pytest.mark.slow - is this a typo? You can register custom marks to avoid this warning - for details, see https://docs.pytest.org/en/stable/how-to/mark.html
@pytest.mark.slow
package/samplers/ctpe/tests/test_sampler.py:868
/home/cbata/go/src/github.com/optuna/optunahub-registry/package/samplers/ctpe/tests/test_sampler.py:868: PytestUnknownMarkWarning: Unknown pytest.mark.slow - is this a typo? You can register custom marks to avoid this warning - for details, see https://docs.pytest.org/en/stable/how-to/mark.html
@pytest.mark.slow
package/samplers/ctpe/tests/test_sampler.py: 107 warnings
/home/cbata/go/src/github.com/optuna/optunahub-registry/venv/lib/python3.11/site-packages/optuna/_experimental.py:31: ExperimentalWarning: Argument ``constraints_func`` is an experimental feature. The interface can change in the future.
warnings.warn(
package/samplers/ctpe/tests/test_sampler.py: 87 warnings
/home/cbata/go/src/github.com/optuna/optunahub-registry/venv/lib/python3.11/site-packages/optuna/_experimental.py:31: ExperimentalWarning: Argument ``multivariate`` is an experimental feature. The interface can change in the future.
warnings.warn(
package/samplers/ctpe/tests/test_sampler.py::test_dynamic_range_objective[20-30-<lambda>0]
/home/cbata/go/src/github.com/optuna/optunahub-registry/package/samplers/ctpe/sampler.py:188: RuntimeWarning: invalid value encountered in subtract
log_second_term = np.log(1.0 - _q + _EPS) + lls_above - lls_below
package/samplers/ctpe/tests/test_sampler.py::test_dynamic_range_objective[20-30-<lambda>0]
/home/cbata/go/src/github.com/optuna/optunahub-registry/package/samplers/ctpe/sampler.py:189: RuntimeWarning: invalid value encountered in logaddexp
acq_func_vals = np.sum(-np.logaddexp(log_first_term, log_second_term), axis=0)
-- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html
========================================================================================================================================= 208 passed, 199 warnings in 19.00s =========================================================================================================================================
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This PR adds unittests for c-TPE.