Example #1
0
PetscErrorCode  KSPMonitorLGTrueResidualNorm(KSP ksp,PetscInt n,PetscReal rnorm,PetscObject *objs)
{
  PetscDrawLG    lg = (PetscDrawLG) objs[0];
  PetscReal      x[2],y[2],scnorm;
  PetscErrorCode ierr;
  PetscMPIInt    rank;
  Vec            resid,work;

  PetscFunctionBegin;
  ierr = MPI_Comm_rank(PetscObjectComm((PetscObject)ksp),&rank);CHKERRQ(ierr);
  if (!rank) {
    if (!n) {ierr = PetscDrawLGReset(lg);CHKERRQ(ierr);}
    x[0] = x[1] = (PetscReal) n;
    if (rnorm > 0.0) y[0] = PetscLog10Real(rnorm);
    else y[0] = -15.0;
  }

  ierr = VecDuplicate(ksp->vec_rhs,&work);CHKERRQ(ierr);
  ierr = KSPBuildResidual(ksp,0,work,&resid);CHKERRQ(ierr);
  ierr = VecNorm(resid,NORM_2,&scnorm);CHKERRQ(ierr);
  ierr = VecDestroy(&work);CHKERRQ(ierr);

  if (!rank) {
    if (scnorm > 0.0) y[1] = PetscLog10Real(scnorm);
    else y[1] = -15.0;
    ierr = PetscDrawLGAddPoint(lg,x,y);CHKERRQ(ierr);
    if (n <= 20 || (n % 3)) {
      ierr = PetscDrawLGDraw(lg);CHKERRQ(ierr);
    }
  }
  PetscFunctionReturn(0);
}
Example #2
0
PetscErrorCode VecView_Seq_Draw_LG(Vec xin,PetscViewer v)
{
  PetscDraw         draw;
  PetscBool         isnull;
  PetscDrawLG       lg;
  PetscErrorCode    ierr;
  PetscInt          i,c,bs = PetscAbs(xin->map->bs),n = xin->map->n/bs;
  const PetscScalar *xv;
  PetscReal         *xx,*yy;
  int               colors[] = {PETSC_DRAW_RED};

  PetscFunctionBegin;
  ierr = PetscViewerDrawGetDraw(v,0,&draw);CHKERRQ(ierr);
  ierr = PetscDrawIsNull(draw,&isnull);CHKERRQ(ierr);
  if (isnull) PetscFunctionReturn(0);

  ierr = PetscMalloc2(n,&xx,n,&yy);CHKERRQ(ierr);
  ierr = VecGetArrayRead(xin,&xv);CHKERRQ(ierr);
  for (c=0; c<bs; c++) {
    ierr = PetscViewerDrawGetDrawLG(v,c,&lg);CHKERRQ(ierr);
    ierr = PetscDrawLGReset(lg);CHKERRQ(ierr);
    ierr = PetscDrawLGSetDimension(lg,1);CHKERRQ(ierr);
    ierr = PetscDrawLGSetColors(lg,colors);CHKERRQ(ierr);
    for (i=0; i<n; i++) {
      xx[i] = (PetscReal)i;
      yy[i] = PetscRealPart(xv[c + i*bs]);
    }
    ierr = PetscDrawLGAddPoints(lg,n,&xx,&yy);CHKERRQ(ierr);
    ierr = PetscDrawLGDraw(lg);CHKERRQ(ierr);
    ierr = PetscDrawLGSave(lg);CHKERRQ(ierr);
  }
  ierr = VecRestoreArrayRead(xin,&xv);CHKERRQ(ierr);
  ierr = PetscFree2(xx,yy);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}
Example #3
0
PetscErrorCode  KSPMonitorLGTrueResidualNorm(KSP ksp,PetscInt n,PetscReal rnorm,void *ctx)
{
  PetscDrawLG    lg = (PetscDrawLG) ctx;
  PetscReal      x[2],y[2],scnorm;
  Vec            resid,work;
  PetscErrorCode ierr;

  PetscFunctionBegin;
  PetscValidHeaderSpecific(ksp,KSP_CLASSID,1);
  PetscValidHeaderSpecific(lg,PETSC_DRAWLG_CLASSID,4);
  if (!n) {ierr = PetscDrawLGReset(lg);CHKERRQ(ierr);}
  x[0] = x[1] = (PetscReal) n;
  if (rnorm > 0.0) y[0] = PetscLog10Real(rnorm);
  else y[0] = -15.0;
  ierr = VecDuplicate(ksp->vec_rhs,&work);CHKERRQ(ierr);
  ierr = KSPBuildResidual(ksp,NULL,work,&resid);CHKERRQ(ierr);
  ierr = VecNorm(resid,NORM_2,&scnorm);CHKERRQ(ierr);
  ierr = VecDestroy(&work);CHKERRQ(ierr);
  if (scnorm > 0.0) y[1] = PetscLog10Real(scnorm);
  else y[1] = -15.0;
  ierr = PetscDrawLGAddPoint(lg,x,y);CHKERRQ(ierr);
  if (n <= 20 || !(n % 5)) {
    ierr = PetscDrawLGDraw(lg);CHKERRQ(ierr);
  }
  PetscFunctionReturn(0);
}
Example #4
0
PetscErrorCode VecView_Seq_Draw_LG(Vec xin,PetscViewer v)
{
  PetscErrorCode    ierr;
  PetscInt          i,c,bs = PetscAbs(xin->map->bs),n = xin->map->n/bs;
  PetscDraw         win;
  PetscReal         *xx;
  PetscDrawLG       lg;
  const PetscScalar *xv;
  PetscReal         *yy;

  PetscFunctionBegin;
  ierr = PetscMalloc1(n,&xx);CHKERRQ(ierr);
  ierr = PetscMalloc1(n,&yy);CHKERRQ(ierr);
  ierr = VecGetArrayRead(xin,&xv);CHKERRQ(ierr);
  for (c=0; c<bs; c++) {
    ierr = PetscViewerDrawGetDrawLG(v,c,&lg);CHKERRQ(ierr);
    ierr = PetscDrawLGGetDraw(lg,&win);CHKERRQ(ierr);
    ierr = PetscDrawCheckResizedWindow(win);CHKERRQ(ierr);
    ierr = PetscDrawLGReset(lg);CHKERRQ(ierr);
    for (i=0; i<n; i++) {
      xx[i] = (PetscReal) i;
      yy[i] = PetscRealPart(xv[c + i*bs]);
    }
    ierr = PetscDrawLGAddPoints(lg,n,&xx,&yy);CHKERRQ(ierr);
    ierr = PetscDrawLGDraw(lg);CHKERRQ(ierr);
    ierr = PetscDrawSynchronizedFlush(win);CHKERRQ(ierr);
  }
  ierr = VecRestoreArrayRead(xin,&xv);CHKERRQ(ierr);
  ierr = PetscFree(yy);CHKERRQ(ierr);
  ierr = PetscFree(xx);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}
Example #5
0
PetscErrorCode  KSPMonitorLGResidualNorm(KSP ksp,PetscInt n,PetscReal rnorm,PetscObject *objs)
{
  PetscErrorCode ierr;
  PetscReal      x,y;
  PetscDrawLG    lg = (PetscDrawLG) objs[0];

  PetscFunctionBegin;
  if (!n) {ierr = PetscDrawLGReset(lg);CHKERRQ(ierr);}
  x = (PetscReal) n;
  if (rnorm > 0.0) y = PetscLog10Real(rnorm);
  else y = -15.0;
  ierr = PetscDrawLGAddPoint(lg,&x,&y);CHKERRQ(ierr);
  if (n < 20 || !(n % 5)) {
    ierr = PetscDrawLGDraw(lg);CHKERRQ(ierr);
  }
  PetscFunctionReturn(0);
}
Example #6
0
PetscErrorCode  KSPMonitorLGResidualNorm(KSP ksp,PetscInt n,PetscReal rnorm,void *ctx)
{
  PetscDrawLG    lg = (PetscDrawLG) ctx;
  PetscReal      x,y;
  PetscErrorCode ierr;

  PetscFunctionBegin;
  PetscValidHeaderSpecific(lg,PETSC_DRAWLG_CLASSID,4);
  if (!n) {ierr = PetscDrawLGReset(lg);CHKERRQ(ierr);}
  x = (PetscReal) n;
  if (rnorm > 0.0) y = PetscLog10Real(rnorm);
  else y = -15.0;
  ierr = PetscDrawLGAddPoint(lg,&x,&y);CHKERRQ(ierr);
  if (n <= 20 || !(n % 5)) {
    ierr = PetscDrawLGDraw(lg);CHKERRQ(ierr);
  }
  PetscFunctionReturn(0);
}
Example #7
0
PetscErrorCode  TSMonitorLGDMDARay(TS ts, PetscInt step, PetscReal ptime, Vec u, void *ctx)
{
  TSMonitorDMDARayCtx *rayctx = (TSMonitorDMDARayCtx *) ctx;
  TSMonitorLGCtx       lgctx  = (TSMonitorLGCtx) rayctx->lgctx;
  Vec                  v      = rayctx->ray;
  const PetscScalar   *a;
  PetscInt             dim;
  PetscErrorCode       ierr;

  PetscFunctionBegin;
  ierr = VecScatterBegin(rayctx->scatter, u, v, INSERT_VALUES, SCATTER_FORWARD);CHKERRQ(ierr);
  ierr = VecScatterEnd(rayctx->scatter, u, v, INSERT_VALUES, SCATTER_FORWARD);CHKERRQ(ierr);
  if (!step) {
    PetscDrawAxis axis;

    ierr = PetscDrawLGGetAxis(lgctx->lg, &axis);CHKERRQ(ierr);
    ierr = PetscDrawAxisSetLabels(axis, "Solution Ray as function of time", "Time", "Solution");CHKERRQ(ierr);
    ierr = VecGetLocalSize(rayctx->ray, &dim);CHKERRQ(ierr);
    ierr = PetscDrawLGSetDimension(lgctx->lg, dim);CHKERRQ(ierr);
    ierr = PetscDrawLGReset(lgctx->lg);CHKERRQ(ierr);
  }
  ierr = VecGetArrayRead(v, &a);CHKERRQ(ierr);
#if defined(PETSC_USE_COMPLEX)
  {
    PetscReal *areal;
    PetscInt   i,n;
    ierr = VecGetLocalSize(v, &n);CHKERRQ(ierr);
    ierr = PetscMalloc1(n, &areal);CHKERRQ(ierr);
    for (i = 0; i < n; ++i) areal[i] = PetscRealPart(a[i]);
    ierr = PetscDrawLGAddCommonPoint(lgctx->lg, ptime, areal);CHKERRQ(ierr);
    ierr = PetscFree(areal);CHKERRQ(ierr);
  }
#else
  ierr = PetscDrawLGAddCommonPoint(lgctx->lg, ptime, a);CHKERRQ(ierr);
#endif
  ierr = VecRestoreArrayRead(v, &a);CHKERRQ(ierr);
  if (((lgctx->howoften > 0) && (!(step % lgctx->howoften))) || ((lgctx->howoften == -1) && ts->reason)) {
    ierr = PetscDrawLGDraw(lgctx->lg);CHKERRQ(ierr);
  }
  PetscFunctionReturn(0);
}
Example #8
0
int main(int argc,char **argv)
{
  PetscDrawLG               lg;
  PetscErrorCode            ierr;
  PetscInt                  Mx = 100,i;
  PetscReal                 x,hx = .1/Mx,pause,xx[3],yy[3];
  PetscDraw                 draw;
  const char *const         legend[] = {"(1 - u^2)^2","1 - u^2","-(1 - u)log(1 - u)"};
  PetscDrawAxis             axis;
  static PetscDrawViewPorts *ports = 0;


  PetscFunctionBegin;
  PetscInitialize(&argc,&argv,0,help);
  ierr = PetscViewerDrawResize(PETSC_VIEWER_DRAW_(PETSC_COMM_WORLD),1200,800);CHKERRQ(ierr);
  ierr = PetscViewerDrawGetDrawLG(PETSC_VIEWER_DRAW_(PETSC_COMM_WORLD),0,&lg);CHKERRQ(ierr);
  ierr = PetscDrawLGGetDraw(lg,&draw);CHKERRQ(ierr);
  ierr = PetscDrawCheckResizedWindow(draw);CHKERRQ(ierr);
  if (!ports) {
    ierr = PetscDrawViewPortsCreateRect(draw,1,2,&ports);CHKERRQ(ierr);
  }
  ierr = PetscDrawLGGetAxis(lg,&axis);CHKERRQ(ierr);
  ierr = PetscDrawLGReset(lg);CHKERRQ(ierr);

  /*
      Plot the  energies
  */
  ierr = PetscDrawLGSetDimension(lg,3);CHKERRQ(ierr);
  ierr = PetscDrawViewPortsSet(ports,1);CHKERRQ(ierr);
  x   = .9;
  for (i=0; i<Mx; i++) {
    xx[0] = xx[1] = xx[2] = x;
    yy[0] = (1.-x*x)*(1. - x*x);
    yy[1] = (1. - x*x);
    yy[2] = -(1.-x)*PetscLogScalar(1.-x);
    ierr = PetscDrawLGAddPoint(lg,xx,yy);CHKERRQ(ierr);
    x   += hx;
  }
  ierr = PetscDrawGetPause(draw,&pause);CHKERRQ(ierr);
  ierr = PetscDrawSetPause(draw,0.0);CHKERRQ(ierr);
  ierr = PetscDrawAxisSetLabels(axis,"Energy","","");CHKERRQ(ierr);
  ierr = PetscDrawLGSetLegend(lg,legend);CHKERRQ(ierr);
  ierr = PetscDrawLGDraw(lg);CHKERRQ(ierr);

  /*
      Plot the  forces
  */
  ierr = PetscDrawViewPortsSet(ports,0);CHKERRQ(ierr);
  ierr = PetscDrawLGReset(lg);CHKERRQ(ierr);
  x   = .9;
  for (i=0; i<Mx; i++) {
    xx[0] = xx[1] = xx[2] = x;
    yy[0] = x*x*x - x;
    yy[1] = -x;
    yy[2] = 1.0 + PetscLogScalar(1. - x);
    ierr = PetscDrawLGAddPoint(lg,xx,yy);CHKERRQ(ierr);
    x   += hx;
  }
  ierr = PetscDrawAxisSetLabels(axis,"Derivative","","");CHKERRQ(ierr);
  ierr = PetscDrawLGSetLegend(lg,PETSC_NULL);CHKERRQ(ierr);
  ierr = PetscDrawLGDraw(lg);CHKERRQ(ierr);

  ierr = PetscDrawSetPause(draw,pause);CHKERRQ(ierr);
  ierr = PetscDrawPause(draw);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}
Example #9
0
PetscErrorCode  KSPMonitorLGRange(KSP ksp,PetscInt n,PetscReal rnorm,void *monctx)
{
  PetscDrawLG      lg;
  PetscErrorCode   ierr;
  PetscReal        x,y,per;
  PetscViewer      v = (PetscViewer)monctx;
  static PetscReal prev; /* should be in the context */
  PetscDraw        draw;

  PetscFunctionBegin;
  ierr = PetscViewerDrawGetDrawLG(v,0,&lg);CHKERRQ(ierr);
  if (!n) {ierr = PetscDrawLGReset(lg);CHKERRQ(ierr);}
  ierr = PetscDrawLGGetDraw(lg,&draw);CHKERRQ(ierr);
  ierr = PetscDrawSetTitle(draw,"Residual norm");CHKERRQ(ierr);
  x    = (PetscReal) n;
  if (rnorm > 0.0) y = PetscLog10Real(rnorm);
  else y = -15.0;
  ierr = PetscDrawLGAddPoint(lg,&x,&y);CHKERRQ(ierr);
  if (n < 20 || !(n % 5)) {
    ierr = PetscDrawLGDraw(lg);CHKERRQ(ierr);
  }

  ierr = PetscViewerDrawGetDrawLG(v,1,&lg);CHKERRQ(ierr);
  ierr =  KSPMonitorRange_Private(ksp,n,&per);CHKERRQ(ierr);
  if (!n) {ierr = PetscDrawLGReset(lg);CHKERRQ(ierr);}
  ierr = PetscDrawLGGetDraw(lg,&draw);CHKERRQ(ierr);
  ierr = PetscDrawSetTitle(draw,"% elemts > .2*max elemt");CHKERRQ(ierr);
  x    = (PetscReal) n;
  y    = 100.0*per;
  ierr = PetscDrawLGAddPoint(lg,&x,&y);CHKERRQ(ierr);
  if (n < 20 || !(n % 5)) {
    ierr = PetscDrawLGDraw(lg);CHKERRQ(ierr);
  }

  ierr = PetscViewerDrawGetDrawLG(v,2,&lg);CHKERRQ(ierr);
  if (!n) {prev = rnorm;ierr = PetscDrawLGReset(lg);CHKERRQ(ierr);}
  ierr = PetscDrawLGGetDraw(lg,&draw);CHKERRQ(ierr);
  ierr = PetscDrawSetTitle(draw,"(norm -oldnorm)/oldnorm*(% > .2 max)");CHKERRQ(ierr);
  ierr = PetscDrawLGGetDraw(lg,&draw);CHKERRQ(ierr);
  ierr = PetscDrawSetTitle(draw,"(norm -oldnorm)/oldnorm");CHKERRQ(ierr);
  x    = (PetscReal) n;
  y    = (prev - rnorm)/prev;
  ierr = PetscDrawLGAddPoint(lg,&x,&y);CHKERRQ(ierr);
  if (n < 20 || !(n % 5)) {
    ierr = PetscDrawLGDraw(lg);CHKERRQ(ierr);
  }

  ierr = PetscViewerDrawGetDrawLG(v,3,&lg);CHKERRQ(ierr);
  if (!n) {ierr = PetscDrawLGReset(lg);CHKERRQ(ierr);}
  ierr = PetscDrawLGGetDraw(lg,&draw);CHKERRQ(ierr);
  ierr = PetscDrawSetTitle(draw,"(norm -oldnorm)/oldnorm*(% > .2 max)");CHKERRQ(ierr);
  x    = (PetscReal) n;
  y    = (prev - rnorm)/(prev*per);
  if (n > 5) {
    ierr = PetscDrawLGAddPoint(lg,&x,&y);CHKERRQ(ierr);
  }
  if (n < 20 || !(n % 5)) {
    ierr = PetscDrawLGDraw(lg);CHKERRQ(ierr);
  }
  prev = rnorm;
  PetscFunctionReturn(0);
}
Example #10
0
/*
    This routine is not parallel
*/
PetscErrorCode  MyMonitor(TS ts,PetscInt step,PetscReal time,Vec U,void *ptr)
{
  UserCtx            *ctx = (UserCtx*)ptr;
  PetscDrawLG        lg;
  PetscErrorCode     ierr;
  PetscScalar        *u;
  PetscInt           Mx,i,xs,xm,cnt;
  PetscReal          x,y,hx,pause,sx,len,max,xx[2],yy[2];
  PetscDraw          draw;
  Vec                localU;
  DM                 da;
  int                colors[] = {PETSC_DRAW_YELLOW,PETSC_DRAW_RED,PETSC_DRAW_BLUE};
  const char*const   legend[] = {"-kappa (\\grad u,\\grad u)","(1 - u^2)^2"};
  PetscDrawAxis      axis;
  PetscDrawViewPorts *ports;
  PetscReal          vbounds[] = {-1.1,1.1};

  PetscFunctionBegin;
  ierr = PetscViewerDrawSetBounds(PETSC_VIEWER_DRAW_(PETSC_COMM_WORLD),1,vbounds);CHKERRQ(ierr);
  ierr = PetscViewerDrawResize(PETSC_VIEWER_DRAW_(PETSC_COMM_WORLD),1200,800);CHKERRQ(ierr);
  ierr = TSGetDM(ts,&da);CHKERRQ(ierr);
  ierr = DMGetLocalVector(da,&localU);CHKERRQ(ierr);
  ierr = DMDAGetInfo(da,PETSC_IGNORE,&Mx,PETSC_IGNORE,PETSC_IGNORE,PETSC_IGNORE,PETSC_IGNORE,PETSC_IGNORE,PETSC_IGNORE,PETSC_IGNORE,PETSC_IGNORE,PETSC_IGNORE,PETSC_IGNORE,PETSC_IGNORE);CHKERRQ(ierr);
  ierr = DMDAGetCorners(da,&xs,NULL,NULL,&xm,NULL,NULL);CHKERRQ(ierr);
  hx   = 1.0/(PetscReal)Mx; sx = 1.0/(hx*hx);
  ierr = DMGlobalToLocalBegin(da,U,INSERT_VALUES,localU);CHKERRQ(ierr);
  ierr = DMGlobalToLocalEnd(da,U,INSERT_VALUES,localU);CHKERRQ(ierr);
  ierr = DMDAVecGetArrayRead(da,localU,&u);CHKERRQ(ierr);

  ierr = PetscViewerDrawGetDrawLG(PETSC_VIEWER_DRAW_(PETSC_COMM_WORLD),1,&lg);CHKERRQ(ierr);
  ierr = PetscDrawLGGetDraw(lg,&draw);CHKERRQ(ierr);
  ierr = PetscDrawCheckResizedWindow(draw);CHKERRQ(ierr);
  if (!ctx->ports) {
    ierr = PetscDrawViewPortsCreateRect(draw,1,3,&ctx->ports);CHKERRQ(ierr);
  }
  ports = ctx->ports;
  ierr  = PetscDrawLGGetAxis(lg,&axis);CHKERRQ(ierr);
  ierr  = PetscDrawLGReset(lg);CHKERRQ(ierr);

  xx[0] = 0.0; xx[1] = 1.0; cnt = 2;
  ierr  = PetscOptionsGetRealArray(NULL,NULL,"-zoom",xx,&cnt,NULL);CHKERRQ(ierr);
  xs    = xx[0]/hx; xm = (xx[1] - xx[0])/hx;

  /*
      Plot the  energies
  */
  ierr = PetscDrawLGSetDimension(lg,1 + (ctx->allencahn ? 1 : 0));CHKERRQ(ierr);
  ierr = PetscDrawLGSetColors(lg,colors+1);CHKERRQ(ierr);
  ierr = PetscDrawViewPortsSet(ports,2);CHKERRQ(ierr);
  x    = hx*xs;
  for (i=xs; i<xs+xm; i++) {
    xx[0] = xx[1] = x;
    yy[0] = PetscRealPart(.25*ctx->kappa*(u[i-1] - u[i+1])*(u[i-1] - u[i+1])*sx);
    if (ctx->allencahn) yy[1] = .25*PetscRealPart((1. - u[i]*u[i])*(1. - u[i]*u[i]));
    ierr = PetscDrawLGAddPoint(lg,xx,yy);CHKERRQ(ierr);
    x   += hx;
  }
  ierr = PetscDrawGetPause(draw,&pause);CHKERRQ(ierr);
  ierr = PetscDrawSetPause(draw,0.0);CHKERRQ(ierr);
  ierr = PetscDrawAxisSetLabels(axis,"Energy","","");CHKERRQ(ierr);
  ierr = PetscDrawLGSetLegend(lg,legend);CHKERRQ(ierr);
  ierr = PetscDrawLGDraw(lg);CHKERRQ(ierr);

  /*
      Plot the  forces
  */
  ierr = PetscDrawViewPortsSet(ports,1);CHKERRQ(ierr);
  ierr = PetscDrawLGReset(lg);CHKERRQ(ierr);
  x    = xs*hx;;
  max  = 0.;
  for (i=xs; i<xs+xm; i++) {
    xx[0] = xx[1] = x;
    yy[0] = PetscRealPart(ctx->kappa*(u[i-1] + u[i+1] - 2.0*u[i])*sx);
    max   = PetscMax(max,PetscAbs(yy[0]));
    if (ctx->allencahn) {
      yy[1] = PetscRealPart(u[i] - u[i]*u[i]*u[i]);
      max   = PetscMax(max,PetscAbs(yy[1]));
    }
    ierr = PetscDrawLGAddPoint(lg,xx,yy);CHKERRQ(ierr);
    x   += hx;
  }
  ierr = PetscDrawAxisSetLabels(axis,"Right hand side","","");CHKERRQ(ierr);
  ierr = PetscDrawLGSetLegend(lg,NULL);CHKERRQ(ierr);
  ierr = PetscDrawLGDraw(lg);CHKERRQ(ierr);

  /*
        Plot the solution
  */
  ierr = PetscDrawLGSetDimension(lg,1);CHKERRQ(ierr);
  ierr = PetscDrawViewPortsSet(ports,0);CHKERRQ(ierr);
  ierr = PetscDrawLGReset(lg);CHKERRQ(ierr);
  x    = hx*xs;
  ierr = PetscDrawLGSetLimits(lg,x,x+(xm-1)*hx,-1.1,1.1);CHKERRQ(ierr);
  ierr = PetscDrawLGSetColors(lg,colors);CHKERRQ(ierr);
  for (i=xs; i<xs+xm; i++) {
    xx[0] = x;
    yy[0] = PetscRealPart(u[i]);
    ierr  = PetscDrawLGAddPoint(lg,xx,yy);CHKERRQ(ierr);
    x    += hx;
  }
  ierr = PetscDrawAxisSetLabels(axis,"Solution","","");CHKERRQ(ierr);
  ierr = PetscDrawLGDraw(lg);CHKERRQ(ierr);

  /*
      Print the  forces as arrows on the solution
  */
  x   = hx*xs;
  cnt = xm/60;
  cnt = (!cnt) ? 1 : cnt;

  for (i=xs; i<xs+xm; i += cnt) {
    y    = PetscRealPart(u[i]);
    len  = .5*PetscRealPart(ctx->kappa*(u[i-1] + u[i+1] - 2.0*u[i])*sx)/max;
    ierr = PetscDrawArrow(draw,x,y,x,y+len,PETSC_DRAW_RED);CHKERRQ(ierr);
    if (ctx->allencahn) {
      len  = .5*PetscRealPart(u[i] - u[i]*u[i]*u[i])/max;
      ierr = PetscDrawArrow(draw,x,y,x,y+len,PETSC_DRAW_BLUE);CHKERRQ(ierr);
    }
    x += cnt*hx;
  }
  ierr = DMDAVecRestoreArrayRead(da,localU,&x);CHKERRQ(ierr);
  ierr = DMRestoreLocalVector(da,&localU);CHKERRQ(ierr);
  ierr = PetscDrawStringSetSize(draw,.2,.2);CHKERRQ(ierr);
  ierr = PetscDrawFlush(draw);CHKERRQ(ierr);
  ierr = PetscDrawSetPause(draw,pause);CHKERRQ(ierr);
  ierr = PetscDrawPause(draw);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}