#!/usr/bin/env python #-*- coding:utf-8 -*- import argparse import os, sys import math import scipy.interpolate from fgtools.utils.interpolator import Interpolator from fgtools.utils import range class Case: def __init__(self, textcase): textcase.pop(0) # get rid of the Name Value Unit legend line self.Sref = float(textcase.pop(0).split()[1]) self.Bref = float(textcase.pop(0).split()[1]) self.Cref = float(textcase.pop(0).split()[1]) self.Xcg = float(textcase.pop(0).split()[1]) self.Ycg = float(textcase.pop(0).split()[1]) self.Zcg = float(textcase.pop(0).split()[1]) self.Mach = float(textcase.pop(0).split()[1]) self.AoA = float(textcase.pop(0).split()[1]) self.Beta = float(textcase.pop(0).split()[1]) self.Rho = float(textcase.pop(0).split()[1]) self.Vinf = float(textcase.pop(0).split()[1]) self.RollRate = float(textcase.pop(0).split()[1]) self.PitchRate = float(textcase.pop(0).split()[1]) self.YawRate = float(textcase.pop(0).split()[1]) textcase.pop(0) # get rid of the Solver case line textcase.pop(0) # get rid of another legend line lastiterindex = textcase.index("Skin Friction Drag Break Out:") - 1 line = textcase.pop(lastiterindex).split()[4:] if len(line) == 16: self.CL, self.CDo, self.CDi, self.CDtot, self.CDt, self.CDtot_t, self.CS, self.LD, self.E, self.CFx, self.CFy, self.CFz, self.CMx, self.CMy, self.CMz, self.TQS = map(float, line) else: self.CL, self.CDo, self.CDi, self.CDtot, self.CS, self.LD, self.E, self.CFx, self.CFy, self.CFz, self.CMx, self.CMy, self.CMz, self.CDtrefftz, self.TQS = map(float, line) def __str__(self): return "Case(" + ", ".join(str(k) + " = " + str(v) for k, v in vars(self).items()) + ")" def __repr__(self): return self.__str__() def get_cases(path, mach): path = os.path.abspath(path) if not path.endswith(".history"): print("The specified file", path, "is not a VSPAERO .history file - exiting") sys.exit(1) with open(path, "r") as histf: textcases = [] lines = histf.readlines()[1:] textcase = [] cases = {} for line in lines: if line.startswith("****"): textcases.append(list(filter(None, textcase))) textcase = [] continue textcase.append(line.strip()) textcases.append(list(filter(None, textcase))) for textcase in textcases: case = Case(textcase) if case.RollRate or case.YawRate or case.PitchRate or case.Mach != mach: continue if not case.AoA in cases: cases[case.AoA] = {} cases[case.AoA][case.Beta] = case mostbetas = len(max(cases.values(), key=lambda d: len(d))) for AoA in list(cases.keys()): if len(cases[AoA]) < mostbetas: del cases[AoA] continue return cases def get_raw_coeffs(cases, coeff): coeffs = {} for AoA in cases: for Beta in cases[AoA]: if not hasattr(cases[AoA][Beta], coeff): print("The coefficient", coeff, "does not exist in the specified .history file - exiting") sys.exit(1) if not AoA in coeffs: coeffs[AoA] = {} coeffs[AoA][Beta] = getattr(cases[AoA][Beta], coeff) return coeffs def get_interpolated_coeffs(cases, coeff, alphas, betas, symmetrize): coeffs = get_raw_coeffs(cases, coeff) ralphas = list(coeffs.keys()) rbetas = list(coeffs[ralphas[0]].keys()) values = list([list(coeffs[ralpha].values()) for ralpha in ralphas]) interp = scipy.interpolate.RectBivariateSpline(ralphas, rbetas, values) #interp = scipy.interpolate.interp2d(rbetas, ralphas, values, fill_value=None) coeffs = {} for i, alpha in enumerate(alphas): if not alpha in coeffs: coeffs[alpha] = {} for j, beta in enumerate(betas): if symmetrize: s = interp(alpha, beta, grid=False) coeffs[alpha][beta] = math.copysign((abs(interp(alpha, beta, grid=False)) + abs(interp(alpha, -beta, grid=False))) / 2, s) else: coeffs[alpha][beta] = interp(alpha, beta, grid=False) #coeffs[alpha][beta] = interp([beta], [alpha]) return coeffs def print_table(coeffs, indent, precision, use_wing_alpha): print("