eq_unit_test.cpp

/*
 * eq_unit_test.hpp
 *
 *  Created on: Oct 13, 2015
 *      Author: i-bird
 */
 
#ifndef OPENFPM_NUMERICS_SRC_FINITEDIFFERENCE_EQ_UNIT_TEST_HPP_
#define OPENFPM_NUMERICS_SRC_FINITEDIFFERENCE_EQ_UNIT_TEST_HPP_
 
#define BOOST_TEST_DYN_LINK
#include <boost/test/unit_test.hpp>
 
#include "Laplacian.hpp"
#include "FiniteDifference/eq.hpp"
#include "FiniteDifference/sum.hpp"
#include "FiniteDifference/mul.hpp"
#include "Grid/grid_dist_id.hpp"
#include "Decomposition/CartDecomposition.hpp"
#include "Vector/Vector.hpp"
#include "Solvers/umfpack_solver.hpp"
#include "data_type/aggregate.hpp"
#include "FiniteDifference/FDScheme.hpp"
 
constexpr unsigned int x = 0;
constexpr unsigned int y = 1;
constexpr unsigned int z = 2;
constexpr unsigned int V = 0;
 
BOOST_AUTO_TEST_SUITE( eq_test_suite )
 
 
 
    struct lid_nn
    {
        // dimensionaly of the equation (2D problem 3D problem ...)
        static const unsigned int dims = 2;
 
        // number of fields in the system v_x, v_y, P so a total of 3
        static const unsigned int nvar = 3;
 
        // boundary conditions PERIODIC OR NON_PERIODIC
        static const bool boundary[];
 
        // type of space float, double, ...
        typedef float stype;
 
        // type of base grid, it is the distributed grid that will store the result
        // Note the first property is a 2D vector (velocity), the second is a scalar (Pressure)
        typedef grid_dist_id<2,float,aggregate<float[2],float>,CartDecomposition<2,float>> b_grid;
 
        // type of SparseMatrix, for the linear system, this parameter is bounded by the solver
        // that you are using, in case of umfpack it is the only possible choice
        typedef SparseMatrix<double,int> SparseMatrix_type;
 
        // type of Vector for the linear system, this parameter is bounded by the solver
        // that you are using, in case of umfpack it is the only possible choice
        typedef Vector<double> Vector_type;
 
        // Define that the underline grid where we discretize the system of equation is staggered
        static const int grid_type = STAGGERED_GRID;
    };
 
    const bool lid_nn::boundary[] = {NON_PERIODIC,NON_PERIODIC};
 
 
 
// Constant Field
    struct eta
    {
        typedef void const_field;
 
        static float val()  {return 1.0;}
    };
 
// Convenient constants
    constexpr unsigned int v[] = {0,1};
    constexpr unsigned int P = 2;
    constexpr unsigned int ic = 2;
 
// Create field that we have v_x, v_y, P
    typedef Field<v[x],lid_nn> v_x;
    typedef Field<v[y],lid_nn> v_y;
    typedef Field<P,lid_nn> Prs;
 
// Eq1 V_x
 
    typedef mul<eta,Lap<v_x,lid_nn>,lid_nn> eta_lap_vx;
    typedef D<x,Prs,lid_nn> p_x;
    typedef minus<p_x,lid_nn> m_p_x;
    typedef sum<eta_lap_vx,m_p_x,lid_nn> vx_eq;
 
// Eq2 V_y
 
    typedef mul<eta,Lap<v_y,lid_nn>,lid_nn> eta_lap_vy;
    typedef D<y,Prs,lid_nn> p_y;
    typedef minus<p_y,lid_nn> m_p_y;
    typedef sum<eta_lap_vy,m_p_y,lid_nn> vy_eq;
 
// Eq3 Incompressibility
 
    typedef D<x,v_x,lid_nn,FORWARD> dx_vx;
    typedef D<y,v_y,lid_nn,FORWARD> dy_vy;
    typedef sum<dx_vx,dy_vy,lid_nn> ic_eq;
 
 
// Equation for boundary conditions
 
/* Consider the staggered cell
 *
         \verbatim
 
        +--$--+
        |     |
        #  *  #
        |     |
        0--$--+
 
      # = velocity(y)
      $ = velocity(x)
      * = pressure
 
        \endverbatim
 *
 *
 * If we want to impose v_y = 0 on 0 we have to interpolate between # of this cell
 * and # of the previous cell on y, (Average) or Avg operator
 *
 */
 
// Directional Avg
    typedef Avg<x,v_y,lid_nn> avg_vy;
    typedef Avg<y,v_x,lid_nn> avg_vx;
 
    typedef Avg<x,v_y,lid_nn,FORWARD> avg_vy_f;
    typedef Avg<y,v_x,lid_nn,FORWARD> avg_vx_f;
 
#define EQ_1 0
#define EQ_2 1
#define EQ_3 2
 
 
    template<typename solver_type,typename lid_nn> void lid_driven_cavity_2d()
    {
        Vcluster<> & v_cl = create_vcluster();
 
        if (v_cl.getProcessingUnits() > 3)
            return;
 
 
        // velocity in the grid is the property 0, pressure is the property 1
        constexpr int velocity = 0;
        constexpr int pressure = 1;
 
        // Domain, a rectangle
        Box<2,float> domain({0.0,0.0},{3.0,1.0});
 
        // Ghost (Not important in this case but required)
        Ghost<2,float> g(0.01);
 
        // Grid points on x=256 and y=64
        long int sz[] = {256,64};
        size_t szu[2];
        szu[0] = (size_t)sz[0];
        szu[1] = (size_t)sz[1];
 
        // We need one more point on the left and down part of the domain
        // This is given by the boundary conditions that we impose, the
        // reason is mathematical in order to have a well defined system
        // and cannot be discussed here
        Padding<2> pd({1,1},{0,0});
 
        // Distributed grid that store the solution
        grid_dist_id<2,float,aggregate<float[2],float>,CartDecomposition<2,float>> g_dist(szu,domain,g);
 
        // It is the maximum extension of the stencil
        Ghost<2,long int> stencil_max(1);
 
        // Finite difference scheme
        FDScheme<lid_nn> fd(pd, stencil_max, domain,g_dist);
 
        // Here we impose the equation, we start from the incompressibility Eq imposed in the bulk with the
        // exception of the first point {0,0} and than we set P = 0 in {0,0}, why we are doing this is again
        // mathematical to have a well defined system, an intuitive explanation is that P and P + c are both
        // solution for the incompressibility equation, this produce an ill-posed problem to make it well posed
        // we set one point in this case {0,0} the pressure to a fixed constant for convenience P = 0
        fd.impose(ic_eq(),0.0, EQ_3, {0,0},{sz[0]-2,sz[1]-2},true);
        fd.impose(Prs(),  0.0, EQ_3, {0,0},{0,0});
 
        // Here we impose the Eq1 and Eq2
        fd.impose(vx_eq(),0.0, EQ_1, {1,0},{sz[0]-2,sz[1]-2});
        fd.impose(vy_eq(),0.0, EQ_2, {0,1},{sz[0]-2,sz[1]-2});
 
        // v_x and v_y
        // Imposing B1
        fd.impose(v_x(),0.0, EQ_1, {0,0},{0,sz[1]-2});
        fd.impose(avg_vy_f(),0.0, EQ_2 , {-1,0},{-1,sz[1]-1});
        // Imposing B2
        fd.impose(v_x(),0.0, EQ_1, {sz[0]-1,0},{sz[0]-1,sz[1]-2});
        fd.impose(avg_vy(),1.0, EQ_2,    {sz[0]-1,0},{sz[0]-1,sz[1]-1});
 
        // Imposing B3
        fd.impose(avg_vx_f(),0.0, EQ_1, {0,-1},{sz[0]-1,-1});
        fd.impose(v_y(), 0.0, EQ_2, {0,0},{sz[0]-2,0});
        // Imposing B4
        fd.impose(avg_vx(),0.0, EQ_1,   {0,sz[1]-1},{sz[0]-1,sz[1]-1});
        fd.impose(v_y(), 0.0, EQ_2, {0,sz[1]-1},{sz[0]-2,sz[1]-1});
 
        // When we pad the grid, there are points of the grid that are not
        // touched by the previous condition. Mathematically this lead
        // to have too many variables for the conditions that we are imposing.
        // Here we are imposing variables that we do not touch to zero
        //
 
        // Padding pressure
        fd.impose(Prs(), 0.0, EQ_3, {-1,-1},{sz[0]-1,-1});
        fd.impose(Prs(), 0.0, EQ_3, {-1,sz[1]-1},{sz[0]-1,sz[1]-1});
        fd.impose(Prs(), 0.0, EQ_3, {-1,0},{-1,sz[1]-2});
        fd.impose(Prs(), 0.0, EQ_3, {sz[0]-1,0},{sz[0]-1,sz[1]-2});
 
        // Impose v_x Padding Impose v_y padding
        fd.impose(v_x(), 0.0, EQ_1, {-1,-1},{-1,sz[1]-1});
        fd.impose(v_y(), 0.0, EQ_2, {-1,-1},{sz[0]-1,-1});
 
        solver_type solver;
        auto x = solver.solve(fd.getA(),fd.getB());
 
 
 
        fd.template copy<velocity,pressure>(x,{0,0},{sz[0]-1,sz[1]-1},g_dist);
 
        std::string s = std::string(demangle(typeid(solver_type).name()));
        s += "_";
 
 
        g_dist.write(s + "lid_driven_cavity_p" + std::to_string(v_cl.getProcessingUnits()) + "_grid");
 
#if !(defined(SE_CLASS3) || defined(TEST_COVERAGE_MODE))
 
        // Initialize openfpm
        grid_dist_id<2,float,aggregate<float[2],float>> g_dist2(g_dist.getDecomposition(),szu,g);
        g_dist2.load("test/lid_driven_cavity_reference.hdf5");
 
        auto it2 = g_dist2.getDomainIterator();
 
        bool test = true;
        while (it2.isNext())
        {
            auto p = it2.get();
 
            test &= fabs(g_dist2.template getProp<velocity>(p)[0] - g_dist.template getProp<velocity>(p)[0]) < 3.5e-5;
            test &= fabs(g_dist2.template getProp<velocity>(p)[1] - g_dist.template getProp<velocity>(p)[1]) < 3.5e-5;
 
            test &= fabs(g_dist2.template getProp<pressure>(p) - g_dist.template getProp<pressure>(p)) < 3.0e-4;
 
            if (test == false)
            {
                std::cout << g_dist2.template getProp<velocity>(p)[0] << "   " << g_dist.template getProp<velocity>(p)[0] << std::endl;
                std::cout << g_dist2.template getProp<velocity>(p)[1] << "   " << g_dist.template getProp<velocity>(p)[1] << std::endl;
 
                std::cout << g_dist2.template getProp<pressure>(p) << "   " << g_dist.template getProp<pressure>(p) << std::endl;
 
                break;
            }
 
            ++it2;
        }
 
        BOOST_REQUIRE_EQUAL(test,true);
 
#endif
    }
 
// Lid driven cavity, incompressible fluid
 
BOOST_AUTO_TEST_CASE(lid_driven_cavity)
{
#if defined(HAVE_EIGEN) && defined(HAVE_SUITESPARSE)
    lid_driven_cavity_2d<umfpack_solver<double>,lid_nn>();
#endif
}
 
BOOST_AUTO_TEST_SUITE_END()
 
#endif /* OPENFPM_NUMERICS_SRC_FINITEDIFFERENCE_EQ_UNIT_TEST_HPP_ */