"""A small exact demonstration. Run from the research-package root.""" import sympy as sp from src.continuation import (separation_family, compile_exterior, affine_closure, snapshot_space, normalize) def main() -> None: n = 8 model = separation_family(n) cert = compile_exterior([model.A, model.B], [model.F[1, :]]) affine = affine_closure([model.A, model.B], model.F[[0, 1], :]) print("Certificate integrity:", cert.verify()) print("Nonlinear coordinates in the explicit optimal realization:", 2) print("Initial affine snapshot scalars:", snapshot_space(cert).rows - 1) print("Fixed self-updating affine scalars:", affine.rows - 1) x = sp.Matrix(range(1, n + 1)) / (n * (n + 1) // 2) compact = model.signature(x) for label in [0, 0, 1, 0]: x = normalize([model.A, model.B][label], x) compact = model.compact_step(compact, label) assert compact == model.signature(x) print("Exact continuation after A,A,B,A:", list(compact)) revised = separation_family(n, sp.Rational(1, 1000)) nu = sp.ones(n, 1) / n left = nu + model.F[3, :].T / (4 * n) right = nu - model.F[3, :].T / (4 * n) assert model.signature(left) == model.signature(right) first = (model.F[1, :] * normalize(revised.B, left))[0] second = (model.F[1, :] * normalize(revised.B, right))[0] assert first != second print("Old-identical states require different post-rewrite outputs:", first, second) print("The old memory is therefore exactly insufficient for this rewrite.") if __name__ == "__main__": main()