void plot_chi2_comp(const fit_data *d, const fit_param *param, const size_t k,\
const strbuf title)
{
strbuf *tmpfname,plotcmd;
size_t nbeta,nens,nydim,bind;
size_t i;
FILE **tmpf;
plot *p;
nbeta = param->nbeta;
nens = param->nens;
nydim = fit_data_get_nydim(d);
tmpf = (FILE **)malloc(nbeta*nydim*sizeof(FILE *));
tmpfname = (strbuf *)malloc(nbeta*nydim*sizeof(strbuf));
p = plot_create();
for (i=0;i<nbeta;i++)
{
sprintf(tmpfname[i],".qcd_phyfit_tmp_%d",(int)i);
tmpf[i] = fopen(tmpfname[i],"w");
}
for (i=0;i<nens;i++)
{
bind = (size_t)ind_beta(param->point[i].beta,param);
fprintf(tmpf[bind],"%s %e %e\n",param->point[i].dir,(double)(i),\
mat_get(d->chi2_comp,i+k*nens,0));
}
for (i=0;i<nbeta;i++)
{
fclose(tmpf[i]);
sprintf(plotcmd,"u 2:3:xtic(1) t '%s' w impulse",param->beta[i]);
plot_add_plot(p,plotcmd,tmpfname[i]);
}
plot_add_head(p,"set xtics rotate by -90 font 'courier, 10'");
plot_set_scale_manual(p,-1.0,(double)(param->nens+1),-5.0,5.0);
plot_add_plot(p,"0.0 lt -1 lc rgb 'black' notitle","");
plot_add_plot(p,"1.0 lt -1 lc rgb 'black' notitle","");
plot_add_plot(p,"-1.0 lt -1 lc rgb 'black' notitle","");
plot_add_plot(p,"2.0 lt -1 lc rgb 'dark-gray' notitle","");
plot_add_plot(p,"-2.0 lt -1 lc rgb 'dark-gray' notitle","");
plot_add_plot(p,"3.0 lt -1 lc rgb 'gray' notitle","");
plot_add_plot(p,"-3.0 lt -1 lc rgb 'gray' notitle","");
plot_add_plot(p,"4.0 lt -1 lc rgb 'light-gray' notitle","");
plot_add_plot(p,"-4.0 lt -1 lc rgb 'light-gray' notitle","");
plot_set_ylabel(p,"standard deviations");
plot_set_title(p,title);
plot_disp(p);
free(tmpf);
free(tmpfname);
plot_destroy(p);
}
int main(int argc, char* argv[])
{
/* parsing arguments */
/********************************************/
double latspac_nu;
qcd_options *opt;
strbuf name[3],manf_name,unit,sink[3],source[3];
size_t binsize,nboot,propdim[2],nt;
char *cpt1,*cpt2;
corr_no lastc;
fit_model *fm_pt;
opt = qcd_arg_parse(argc,argv,A_PLOT|A_SAVE_RS|A_LOAD_RG|A_PROP_NAME\
|A_PROP_LOAD|A_LATSPAC|A_QCOMP|A_FIT,2,0);
cpt1 = strtok(opt->ss,"/");
printf("%s\n",cpt1);
if (cpt1)
{
cpt2 = strchr(cpt1,':');
if (cpt2 == NULL)
{
fprintf(stderr,"error: sink/source option %s is invalid\n",\
cpt1);
exit(EXIT_FAILURE);
}
strbufcpy(source[PP],cpt2+1);
*cpt2 = '\0';
strbufcpy(sink[PP],cpt1);
}
else
{
fprintf(stderr,"error: sink/source option %s is invalid\n",\
opt->ss);
exit(EXIT_FAILURE);
}
cpt1 = strtok(NULL,"/");
if (cpt1)
{
cpt2 = strchr(cpt1,':');
if (cpt2 == NULL)
{
fprintf(stderr,"error: sink/source option %s is invalid\n",\
cpt1);
exit(EXIT_FAILURE);
}
strbufcpy(source[AP],cpt2+1);
*cpt2 = '\0';
strbufcpy(sink[AP],cpt1);
}
else
{
strbufcpy(sink[AP],sink[PP]);
strbufcpy(source[AP],source[PP]);
}
cpt1 = strtok(NULL,"/");
if (cpt1)
{
cpt2 = strchr(cpt1,':');
if (cpt2 == NULL)
{
fprintf(stderr,"error: sink/source option %s is invalid\n",\
cpt1);
exit(EXIT_FAILURE);
}
strbufcpy(source[AA],cpt2+1);
*cpt2 = '\0';
strbufcpy(sink[AA],cpt1);
}
else
{
strbufcpy(sink[AA],sink[PP]);
strbufcpy(source[AA],source[PP]);
}
cpt1 = strtok(opt->channel[0],"/");
if (cpt1)
{
sprintf(name[PP],"%s_%s_%s_%s",cpt1,opt->quark[0],sink[PP],source[PP]);
}
else
{
fprintf(stderr,"error: channel option %s is invalid\n",\
opt->channel[0]);
exit(EXIT_FAILURE);
}
cpt1 = strtok(NULL,"/");
if (cpt1)
{
sprintf(name[AP],"%s_%s_%s_%s",cpt1,opt->quark[0],sink[AP],source[AP]);
}
else
{
fprintf(stderr,"error: channel option %s is invalid\n",\
opt->channel[0]);
exit(EXIT_FAILURE);
}
cpt1 = strtok(NULL,"/");
if (cpt1)
{
sprintf(name[AA],"%s_%s_%s_%s",cpt1,opt->quark[0],sink[AA],source[AA]);
lastc = AA;
fm_pt = &fm_pseudosc3;
}
else
{
lastc = AP;
fm_pt = &fm_pseudosc2;
}
strbufcpy(manf_name,opt->manf_name);
binsize = opt->binsize;
nboot = opt->nboot;
latspac_nu = opt->latspac_nu;
if (opt->have_latspac)
{
strbufcpy(unit," (MeV)");
}
else
{
strbufcpy(unit,"");
}
latan_set_verb(opt->latan_verb);
minimizer_set_alg(opt->minimizer);
mat_ar_loadbin(NULL,propdim,manf_name,name[PP],1);
nt = propdim[0];
io_set_fmt(opt->latan_fmt);
io_init();
/* loading datas */
/********************************************/
size_t ndat,nbdat;
mat **prop[3];
corr_no c;
ndat = (size_t)get_nfile(manf_name);
nbdat = ndat/binsize + ((ndat%binsize == 0) ? 0 : 1);
for (c=PP;c<=lastc;c++)
{
prop[c] = mat_ar_create(nbdat,propdim[0],propdim[1]);
qcd_printf(opt,"-- loading %s datas from %s...\n",name[c],manf_name);
mat_ar_loadbin(prop[c],NULL,manf_name,name[c],binsize);
}
/* propagator */
/********************************************/
rs_sample *s_mprop[3];
mat *mprop[3],*sigmprop[3];
for (c=PP;c<=lastc;c++)
{
s_mprop[c] = rs_sample_create(propdim[0],propdim[1],nboot);
sigmprop[c] = mat_create(propdim[0],propdim[1]);
qcd_printf(opt,"-- resampling %s mean propagator...\n",name[c]);
randgen_set_state(opt->state);
resample(s_mprop[c],prop[c],nbdat,&rs_mean,BOOT,NULL);
mprop[c] = rs_sample_pt_cent_val(s_mprop[c]);
rs_sample_varp(sigmprop[c],s_mprop[c]);
mat_eqsqrt(sigmprop[c]);
}
/* effective mass */
/********************************************/
rs_sample *s_effmass[3];
mat *tem,*em[3],*sigem[3];
size_t emdim[2];
get_effmass_size(emdim,mprop[PP],1,EM_ACOSH);
tem = mat_create(emdim[0],1);
for (c=PP;c<=lastc;c++)
{
s_effmass[c] = rs_sample_create(emdim[0],emdim[1],nboot);
sigem[c] = mat_create(emdim[0],emdim[1]);
qcd_printf(opt,"-- resampling %s effective mass...\n",name[c]);
rs_sample_effmass(s_effmass[c],tem,s_mprop[c],1,EM_ACOSH);
em[c] = rs_sample_pt_cent_val(s_effmass[c]);
rs_sample_varp(sigem[c],s_effmass[c]);
mat_eqsqrt(sigem[c]);
}
/* fit mass */
/********************************************/
fit_data *d;
rs_sample *s_fit;
mat *fit,*limit,*sigfit,*scanres_t,*scanres_chi2,*scanres_mass,\
*scanres_masserr;
size_t npar,nti,tibeg,range[2],ta;
size_t i,j;
strbuf buf,range_info,latan_path;
double pref_i,mass_i;
d = fit_data_create(nt,1,(size_t)(lastc+1));
tibeg = (size_t)(opt->range[0][0]);
range[0] = 0;
range[1] = 0;
npar = fit_model_get_npar(fm_pt,&nt);
s_fit = rs_sample_create(npar,1,nboot);
fit = rs_sample_pt_cent_val(s_fit);
limit = mat_create(npar,2);
sigfit = mat_create(npar,1);
/** print operation **/
if (!opt->do_range_scan)
{
qcd_printf(opt,"-- fitting and resampling...\n");
}
else
{
qcd_printf(opt,"-- scanning ranges [ti,%u] from ti= %u\n",\
opt->range[0][1],opt->range[0][0]);
opt->nmanrange = 1;
}
/** check ranges **/
strbufcpy(range_info,"");
qcd_printf(opt,"%-20s: ","corrected range(s)");
fit_data_fit_all_points(d,false);
for (i=0;i<opt->nmanrange;i++)
{
sprintf(buf,"_%u_%u",opt->range[i][0],opt->range[i][1]);
strbufcat(range_info,buf);
range[0] = (size_t)(opt->range[i][0]);
range[1] = (size_t)(opt->range[i][1]);
correct_range(range,mprop[PP],sigmprop[PP],opt);
fit_data_fit_range(d,range[0],range[1],true);
}
qcd_printf(opt,"\n");
nti = MAX(range[1] - 1 - tibeg,1);
scanres_t = mat_create(nti,1);
scanres_chi2 = mat_create(nti,1);
scanres_mass = mat_create(nti,1);
scanres_masserr = mat_create(nti,1);
/** set model **/
fit_data_set_model(d,fm_pt,&nt);
/** set correlation filter **/
if (opt->corr == NO_COR)
{
for (i=0;i<nt;i++)
for (j=0;j<nt;j++)
{
if (i != j)
{
fit_data_set_data_cor(d,i,j,false);
}
}
}
/** set initial parameter values **/
ta = nt/8-(size_t)(mat_get(tem,0,0));
mass_i = mat_get(em[PP],ta,0);
if (latan_isnan(mass_i))
{
mass_i = 0.3;
}
mat_set(fit,0,0,mass_i);
pref_i = mat_get(mprop[PP],ta,0)/(exp(-mass_i*ta)+exp(-mass_i*(nt-ta)));
if (latan_isnan(pref_i))
{
pref_i = 1.0;
}
mat_set(fit,1,0,sqrt(pref_i));
mat_set(fit,2,0,sqrt(pref_i));
qcd_printf(opt,"%-22smass= %e -- prefactor_0= %e\n","initial parameters: ",\
mat_get(fit,0,0),pref_i);
/** set parameter limits **/
mat_cst(limit,latan_nan());
mat_set(limit,0,0,0.0);
mat_set(limit,1,0,0.0);
mat_set(limit,2,0,0.0);
/** positive AP correlator **/
rs_sample_eqabs(s_mprop[AP]);
/** set x **/
for (i=0;i<nt;i++)
{
fit_data_set_x(d,i,0,(double)(i)-opt->tshift);
}
/** regular correlator fit... **/
if (!opt->do_range_scan)
{
latan_set_warn(false);
rs_data_fit(s_fit,limit,NULL,s_mprop,d,NO_COR,NULL);
latan_set_warn(true);
rs_data_fit(s_fit,limit,NULL,s_mprop,d,opt->corr,NULL);
rs_sample_varp(sigfit,s_fit);
mat_eqsqrt(sigfit);
if (fit_data_get_chi2pdof(d) > 2.0)
{
fprintf(stderr,"warning: bad final fit (chi^2/dof= %.2e)\n",\
fit_data_get_chi2pdof(d));
}
qcd_printf(opt,"-- results:\n");
qcd_printf(opt,"%-10s= %.8f +/- %.8e %s\n","mass",\
mat_get(fit,0,0)/latspac_nu, \
mat_get(sigfit,0,0)/latspac_nu,unit);
qcd_printf(opt,"%-10s= %.8f +/- %.8e %s\n","decay",\
mat_get(fit,1,0)/latspac_nu, \
mat_get(sigfit,1,0)/latspac_nu,unit);
qcd_printf(opt,"%-10s= %.8f +/- %.8e %s\n","norm",\
mat_get(fit,2,0)/latspac_nu, \
mat_get(sigfit,2,0)/latspac_nu,unit);
qcd_printf(opt,"%-10s= %d\n","dof",fit_data_get_dof(d));
qcd_printf(opt,"%-10s= %e\n","chi^2/dof",fit_data_get_chi2pdof(d));
if (opt->do_save_rs_sample)
{
sprintf(latan_path,"%s_pseudosc_fit%s_%s.boot:%s_pseudosc_fit%s_%s",\
opt->quark[0],range_info,manf_name,opt->quark[0],\
range_info,manf_name);
rs_sample_save_subsamp(latan_path,'w',s_fit,0,0,1,0);
}
}
/** ...or fit range scanning **/
else
{
qcd_printf(opt,"\n%-5s %-12s a*M_%-8s %-12s","ti/a","chi^2/dof",\
opt->quark[0],"error");
for (i=tibeg;i<range[1]-1;i++)
{
latan_set_warn(false);
rs_data_fit(s_fit,limit,NULL,s_mprop,d,NO_COR,NULL);
latan_set_warn(true);
rs_data_fit(s_fit,limit,NULL,s_mprop,d,opt->corr,NULL);
rs_sample_varp(sigfit,s_fit);
mat_eqsqrt(sigfit);
mat_set(scanres_t,i-tibeg,0,(double)(i));
mat_set(scanres_chi2,i-tibeg,0,fit_data_get_chi2pdof(d));
mat_set(scanres_mass,i-tibeg,0,mat_get(fit,0,0));
mat_set(scanres_masserr,i-tibeg,0,mat_get(sigfit,0,0));
qcd_printf(opt,"\n% -4d % -.5e % -.5e % -.5e",(int)(i),\
fit_data_get_chi2pdof(d),mat_get(fit,0,0), \
mat_get(sigfit,0,0));
fit_data_fit_point(d,i,false);
}
qcd_printf(opt,"\n\n");
}
/* plot */
/********************************************/
if (opt->do_plot)
{
mat *mbuf,*em_i,*sigem_i,*par,*ft[3],*comp[3];
plot *p;
strbuf key,dirname,color;
size_t maxt,t,npoint;
double dmaxt,nmass;
mbuf = mat_create(1,1);
em_i = mat_create(nrow(em[PP]),1);
sigem_i = mat_create(nrow(em[PP]),1);
par = mat_create(2,1);
if (!opt->do_range_scan)
{
maxt = nt;
dmaxt = (double)maxt;
npoint = fit_data_fit_point_num(d);
/** chi^2 plot **/
p = plot_create();
i = 0;
for (c=PP;c<=lastc;c++)
{
ft[c] = mat_create(npoint,1);
comp[c] = mat_create(npoint,1);
for (t=0;t<nt;t++)
{
if (fit_data_is_fit_point(d,t))
{
mat_set(ft[c],i%npoint,0,(double)(t)+0.33*(double)(c));
mat_set(comp[c],i%npoint,0,mat_get(d->chi2_comp,i,0));
i++;
}
}
}
plot_set_scale_manual(p,-1.0,dmaxt,-5.0,5.0);
plot_add_plot(p,"0.0 lt -1 lc rgb 'black' notitle","");
plot_add_plot(p,"1.0 lt -1 lc rgb 'black' notitle","");
plot_add_plot(p,"-1.0 lt -1 lc rgb 'black' notitle","");
plot_add_plot(p,"2.0 lt -1 lc rgb 'dark-gray' notitle","");
plot_add_plot(p,"-2.0 lt -1 lc rgb 'dark-gray' notitle","");
plot_add_plot(p,"3.0 lt -1 lc rgb 'gray' notitle","");
plot_add_plot(p,"-3.0 lt -1 lc rgb 'gray' notitle","");
plot_add_plot(p,"4.0 lt -1 lc rgb 'light-gray' notitle","");
plot_add_plot(p,"-4.0 lt -1 lc rgb 'light-gray' notitle","");
plot_set_ylabel(p,"standard deviations");
for (c=PP;c<=lastc;c++)
{
sprintf(color,"%d",(int)(c)+1);
plot_add_points(p,ft[c],comp[c],c_name[c],color,"impulses");
}
plot_disp(p);
if (opt->do_save_plot)
{
sprintf(dirname,"%s_dev",opt->save_plot_dir);
plot_save(dirname,p);
}
plot_destroy(p);
for (c=PP;c<=lastc;c++)
{
/** propagator plot **/
p = plot_create();
fit_data_fit_all_points(d,true);
plot_set_scale_ylog(p);
plot_set_scale_xmanual(p,0,dmaxt);
sprintf(key,"%s %s propagator",opt->quark[0],c_name[c]);
mat_eqabs(mprop[c]);
plot_add_fit(p,d,c,mbuf,0,fit,0,dmaxt,1000,false,\
PF_FIT|PF_DATA,key,"","rgb 'red'","rgb 'red'");
plot_disp(p);
if (opt->do_save_plot)
{
sprintf(dirname,"%s_prop_%s",opt->save_plot_dir,c_name[c]);
plot_save(dirname,p);
}
plot_destroy(p);
/** effective mass plot **/
p = plot_create();
mat_eqmuls(em[c],1.0/latspac_nu);
mat_eqmuls(sigem[c],1.0/latspac_nu);
nmass = mat_get(fit,0,0)/latspac_nu;
plot_add_hlineerr(p,nmass, mat_get(sigfit,0,0)/latspac_nu,\
"rgb 'red'");
sprintf(key,"%s %s effective mass",opt->quark[0],c_name[c]);
plot_add_dat(p,tem,em[c],NULL,sigem[c],key,"rgb 'blue'");
plot_disp(p);
if (opt->do_save_plot)
{
sprintf(dirname,"%s_em_%s",opt->save_plot_dir,c_name[c]);
plot_save(dirname,p);
}
plot_destroy(p);
}
}
else
{
/* chi^2 plot */
p = plot_create();
plot_set_scale_manual(p,0,(double)(nt/2),0,5.0);
plot_add_hline(p,1.0,"rgb 'black'");
plot_add_dat(p,scanres_t,scanres_chi2,NULL,NULL,"chi^2/dof",\
"rgb 'blue'");
plot_disp(p);
if (opt->do_save_plot)
{
sprintf(dirname,"%s_chi2",opt->save_plot_dir);
plot_save(dirname,p);
}
plot_destroy(p);
/* mass plot */
p = plot_create();
plot_set_scale_xmanual(p,0,(double)(nt/2));
sprintf(key,"a*M_%s",opt->quark[0]);
plot_add_dat(p,scanres_t,scanres_mass,NULL,scanres_masserr,key,\
"rgb 'red'");
plot_disp(p);
if (opt->do_save_plot)
{
sprintf(dirname,"%s_mass",opt->save_plot_dir);
plot_save(dirname,p);
}
plot_destroy(p);
}
mat_destroy(em_i);
mat_destroy(sigem_i);
mat_destroy(mbuf);
mat_destroy(par);
for (c=PP;c<=lastc;c++)
{
mat_destroy(ft[c]);
mat_destroy(comp[c]);
}
}
/* desallocation */
/********************************************/
free(opt);
io_finish();
mat_ar_destroy(prop[0],nbdat);
mat_ar_destroy(prop[1],nbdat);
for (c=PP;c<=lastc;c++)
{
rs_sample_destroy(s_mprop[c]);
mat_destroy(sigmprop[c]);
rs_sample_destroy(s_effmass[c]);
mat_destroy(sigem[c]);
}
mat_destroy(tem);
fit_data_destroy(d);
rs_sample_destroy(s_fit);
mat_destroy(limit);
mat_destroy(sigfit);
mat_destroy(scanres_t);
mat_destroy(scanres_chi2);
mat_destroy(scanres_mass);
mat_destroy(scanres_masserr);
return EXIT_SUCCESS;
}
void plot_set_labels(plot_type * plot, const char *xlabel, const char *ylabel, const char *title)
{
plot_set_xlabel(plot , xlabel);
plot_set_ylabel(plot , ylabel);
plot_set_title(plot , title);
}