from sympy.core.function import Add, ArgumentIndexError, Function from sympy.core.singleton import S from sympy.functions.elementary.trigonometric import cos, sin def _cosm1(x, *, evaluate=True): return Add(cos(x, evaluate=evaluate), -S.One, evaluate=evaluate) class cosm1(Function): """ Minus one plus cosine of x, i.e. cos(x) - 1. For use when x is close to zero. Helper class for use with e.g. scipy.special.cosm1 See: https://docs.scipy.org/doc/scipy/reference/generated/scipy.special.cosm1.html """ nargs = 1 def fdiff(self, argindex=1): """ Returns the first derivative of this function. """ if argindex == 1: return -sin(*self.args) else: raise ArgumentIndexError(self, argindex) def _eval_rewrite_as_cos(self, x, **kwargs): return _cosm1(x) def _eval_evalf(self, *args, **kwargs): return self.rewrite(cos).evalf(*args, **kwargs) def _eval_simplify(self, x, **kwargs): candidate = _cosm1(x.simplify(**kwargs)) if candidate != _cosm1(x, evaluate=False): return candidate else: return cosm1(x)