def calibrate(self,
obj,
airfoil: Airfoil,
calibrate_x: bool = False,
calibrate_y: bool = True,
calibrate_w: bool = False):
"""
calibrates the splines to match the airfoil as good as possible (lstsq)
"""
mapping, lower_bounds_upper_spline, upper_bounds_upper_spline = self._get_bounds_and_mapping(
calibrate_x, calibrate_y, calibrate_w, upper=True)
mapping, lower_bounds_lower_spline, upper_bounds_lower_spline = self._get_bounds_and_mapping(
calibrate_x, calibrate_y, calibrate_w, upper=False)
bounds_upper_spline = (lower_bounds_upper_spline,
upper_bounds_upper_spline)
bounds_lower_spline = (lower_bounds_lower_spline,
upper_bounds_lower_spline)
upper_array = obj.Proxy.get_upper_array(obj)
lower_array = obj.Proxy.get_lower_array(obj)
new_upper_mat = self._calibrate_one_side(
upper_array, mapping, bounds_upper_spline,
airfoil.get_upper_data()[::-1])
new_lower_mat = self._calibrate_one_side(lower_array, mapping,
bounds_lower_spline,
airfoil.get_lower_data())
obj.upper_array = new_upper_mat.tolist()
obj.lower_array = new_lower_mat.tolist()
