classdef RungekuttaExteriorRV < time.Timestepper
    properties
        F       % RHS of the ODE
        k       % Time step
        t       % Time point
        v       % Solution vector
        n       % Time level
        coeffs  % The coefficents used for the RK time integration
        
        % Properties related to the residual viscositys
        RV              % Residual Viscosity operator
        viscosity       % Viscosity vector
        v_prev          % Solution vector at previous time levels, used for the RV evaluation
        DvDt            % Function for computing the time deriative used for the RV evaluation
        lowerBdfOrder   % Orders of the approximation of the time deriative, used for the RV evaluation.
                        % dictates which accuracy the boot-strapping should start from.
        upperBdfOrder   % Orders of the approximation of the time deriative, used for the RV evaluation.
                        % Dictates the order of accuracy used once the boot-strapping is complete.
        
        % Convenience properties. Only for plotting
        residual
        dvdt
        Df
    end
    methods

        % TODO: Decide on how to compute dvdt.
        function obj = RungekuttaExteriorRV(F, k, t0, v0, RV, DvDt, rkOrder, bdfOrders)
            obj.F = F;
            obj.k = k;
            obj.t = t0;
            obj.v = v0;
            obj.n = 0;
            % Extract the coefficients for the specified rkOrder
            % used for the RK updates from the Butcher tableua.
            [s,a,b,c] = time.rk.butcherTableau(rkOrder);
            obj.coeffs = struct('s',s,'a',a,'b',b,'c',c);
        
            obj.RV = RV;
            %  TBD: Decide on if the initialization of the previous stages used by
            %       the BDF should be done here, or if it should be checked for each
            %       step taken.
            %       If it is moved here, then multiple branching stages can be removed in step()
            %       but this will effectively result in a plotted simulation starting from n = upperBdfOrder.
            %       In addition, the properties lowerBdfOrder and upperBdfOrder can be removed.
            % obj.lowerBdfOrder = bdfOrders.lowerBdfOrder;
            % obj.upperBdfOrder = bdfOrders.upperBdfOrder;
            % assert((obj.lowerBdfOrder >= 1) && (obj.upperBdfOrder <= 6));
            % obj.v_prev = [];
            % obj.DvDt = rv.time.BdfDerivative();
            % obj.viscosity = zeros(size(v0));
            % obj.residual = zeros(size(v0));
            % obj.dvdt = zeros(size(v0));
            % obj.Df = zeros(size(v0));

            % Using the ODE:
            obj.DvDt = DvDt;
            obj.dvdt = obj.DvDt(obj.v);
            [obj.viscosity, obj.Df] = RV.evaluate(obj.v,obj.dvdt);
            obj.residual = obj.dvdt + obj.Df;
        end

        function [v, t] = getV(obj)
            v = obj.v;
            t = obj.t;
        end

        function state = getState(obj)
            state = struct('v', obj.v, 'residual', obj.residual, 'dvdt', obj.dvdt, 'Df', obj.Df, 'viscosity', obj.viscosity, 't', obj.t);
        end

        function obj = step(obj)
            % Store current time level and update v_prev
            % numStoredStages = size(obj.v_prev,2);
            % if (numStoredStages < obj.upperBdfOrder)
            %     obj.v_prev = [obj.v, obj.v_prev];
            %     numStoredStages = numStoredStages+1;
            % else
            %     obj.v_prev(:,2:end) = obj.v_prev(:,1:end-1);
            %     obj.v_prev(:,1) = obj.v;
            % end
            
            obj.dvdt = obj.DvDt(obj.v);
            [obj.viscosity, obj.Df] = obj.RV.evaluate(obj.v,obj.dvdt);
            obj.residual = obj.dvdt + obj.Df;

            % Fix the viscosity of the RHS function F
            F_visc = @(v,t) obj.F(v,t,obj.viscosity);
            obj.v = time.rk.rungekutta(obj.v, obj.t, obj.k, F_visc, obj.coeffs);
            obj.t = obj.t + obj.k;
            obj.n = obj.n + 1;

            % %Calculate dvdt and evaluate RV for the new time level
            % if ((numStoredStages >=  obj.lowerBdfOrder) && (numStoredStages <= obj.upperBdfOrder))
            %     obj.dvdt = obj.DvDt.evaluate(obj.v, obj.v_prev, obj.k);
            %     [obj.viscosity, obj.Df] = obj.RV.evaluate(obj.v,obj.dvdt);
            %     obj.residual = obj.dvdt + obj.Df;
            % end
        end
    end
end