"""PREREG_estimated_transform_2026-09-22: the control K3 must be Chandrupatla's method itself when no order is estimated, and must stay a bracketing method when one is.""" from __future__ import annotations import math import pytest from simroot.baselines import chandrupatla from simroot.transformed import chandrupatla_transformed from sweep_full import load_problems PROBS = load_problems() def test_without_an_estimate_it_is_chandrupatla_bit_for_bit(): bad = [] for s, pid, f, a, b, _r in PROBS: r1 = chandrupatla(f, a, b, 1e-12, 200) r2 = chandrupatla_transformed(f, a, b, 1e-12, 200, estimator="none") if (float(r1[0]).hex(), r1[1], r1[2]) != (float(r2[0]).hex(), r2[1], r2[2]): bad.append(pid) assert not bad, bad[:5] @pytest.mark.parametrize("estimator", ("lag", "analogy")) def test_with_an_estimate_it_still_brackets(estimator): for s, pid, f, a, b, _r in PROBS: x, n, ok = chandrupatla_transformed(f, a, b, 1e-12, 200, estimator=estimator) assert min(a, b) <= x <= max(a, b), pid assert n <= 200 def test_the_estimate_is_read_and_used_on_a_pure_power(): """The analogy estimator must reach m_hat on (t - 1)^9 and pay. Lagouanelle's is NOT asserted: on Chandrupatla's iterates, which alternate sides of the root, its three-point parabola reads m ~ 1 at every step - an outcome of the experiment, reported by the run, not a property to pin here.""" f = lambda t: (t - 1.0) ** 9 # noqa: E731 plain = chandrupatla_transformed(f, -2.0, 5.0, 1e-12, 200, estimator="none")[1] st = {} x, n, ok = chandrupatla_transformed(f, -2.0, 5.0, 1e-12, 200, estimator="analogy", stats=st) assert ok and abs(x - 1.0) < 1e-6 assert st.get("updates", 0) >= 1 assert n < plain, (n, plain) x, n, ok = chandrupatla_transformed(f, -2.0, 5.0, 1e-12, 200, estimator="lag") assert ok and abs(x - 1.0) < 1e-6 def test_an_overflowing_transform_halves_instead_of_raising(): """Found 2026-09-22: on the fractional branch 1/m_hat > 1 and |f|^(1/m_hat) overflowed with an OverflowError that escaped the solver. Now it is inf, the interpolation is refused, and the step halves.""" from simroot.transformed import _G assert _G(1e300, 3.0) == math.inf and _G(-1e300, 3.0) == -math.inf def test_unknown_estimator_is_refused(): with pytest.raises(ValueError): chandrupatla_transformed(math.sin, 3.0, 4.0, 1e-12, 200, estimator="guess")