#Test Name: SquareSheetConstrainedCMDragHO
import numpy as np
from model import *
from socket import gethostname
from triangle import *
from setmask import *
from parameterize import *
from setflowequation import *
from solve import *


md = triangle(model(), '../Exp/Square.exp', 200000.)
md = setmask(md, '', '')
md = parameterize(md, '../Par/SquareSheetConstrained.py')
md.extrude(3, 1.)
md = setflowequation(md, 'HO', 'all')

#control parameters
md.inversion.iscontrol = 1
md.inversion.control_parameters = ['FrictionCoefficient']
md.inversion.min_parameters = 1. * np.ones((md.mesh.numberofvertices, len(md.inversion.control_parameters)))
md.inversion.max_parameters = 200. * np.ones((md.mesh.numberofvertices, len(md.inversion.control_parameters)))
md.inversion.nsteps = 2
md.inversion.cost_functions = [102, 501]
md.inversion.cost_functions_coefficients = np.ones((md.mesh.numberofvertices, 2))
md.inversion.cost_functions_coefficients[:, 1] = 2 * 10**-7
md.inversion.gradient_scaling = 3. * np.ones((md.inversion.nsteps, len(md.inversion.control_parameters)))
md.inversion.maxiter_per_step = 2 * np.ones(md.inversion.nsteps)
md.inversion.step_threshold = 0.3 * np.ones(md.inversion.nsteps)
md.inversion.vx_obs = md.initialization.vx
md.inversion.vy_obs = md.initialization.vy

md.cluster = generic('name', gethostname(), 'np', 3)
md = solve(md, 'Stressbalance')

#Fields and tolerances to track changes
field_names = ['Gradient', 'Misfits', 'FrictionCoefficient', 'Pressure', 'Vel', 'Vx', 'Vy']
field_tolerances = [1e-08, 1e-07, 1e-10, 1e-10, 1e-09, 1e-09, 1e-09]
field_values = [md.results.StressbalanceSolution.Gradient1,
                md.results.StressbalanceSolution.J,
                md.results.StressbalanceSolution.FrictionCoefficient,
                md.results.StressbalanceSolution.Pressure,
                md.results.StressbalanceSolution.Vel,
                md.results.StressbalanceSolution.Vx,
                md.results.StressbalanceSolution.Vy]
