test_optimalcontrol.py

import numpy as np
import pytest

import c3.libraries.fidelities as fidelities
from c3.optimizers.optimalcontrol import OptimalControl, OptResultOOBError
from examples.single_qubit_experiment import create_experiment


@pytest.mark.integration
def test_raises_OOB_for_bad_optimizer() -> None:
    exp = create_experiment()
    exp.set_opt_gates(["rx90p[0]"])

    opt_gates = ["rx90p[0]"]
    gateset_opt_map = [
        [
            ("rx90p[0]", "d1", "carrier", "framechange"),
        ],
        [
            ("rx90p[0]", "d1", "gauss", "amp"),
        ],
        [
            ("rx90p[0]", "d1", "gauss", "freq_offset"),
        ],
    ]

    exp.pmap.set_opt_map(gateset_opt_map)

    def bad_alg(x_init, fun, *args, **kwargs):
        res = np.array([x * -99 for x in x_init])
        fun(res)
        return res

    opt = OptimalControl(
        fid_func=fidelities.unitary_infid_set,
        fid_subspace=["Q1"],
        pmap=exp.pmap,
        algorithm=bad_alg,
    )

    exp.set_opt_gates(opt_gates)
    opt.set_exp(exp)

    with pytest.raises(OptResultOOBError):
        opt.optimize_controls()