dustemwrap_plot_noobj.pro 34.7 KB
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675 676 677 678 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 708 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 739 740 741 742 743 744 745 746 747 748 749 750 751 752 753 754 755 756 757 758 759 760 761 762 763 764 765 766 767 768 769 770 771 772 773 774 775 776 777 778 779 780 781 782 783 784 785 786 787 788 789 790 791 792 793 794 795 796 797 798 799 800 801 802 803 804 805 806 807 808 809 810 811 812 813 814 815 816 817 818 819 820 821 822 823 824 825 826 827 828 829 830 831 832 833 834 835 836 837 838 839 840 841 842 843 844 845 846 847 848 849 850 851 852 853 854 855 856 857 858 859 860 861 862 863 864 865 866 867 868 869 870 871 872 873 874 875 876
PRO dustemwrap_plot_noobj,p_dim,st, $
                    dustem_sed,SED_spec, $
                    dustem_qsed,Q_spec, $
                    dustem_used,U_spec, $
                    dustem_polsed,P_spec, $
                    dustem_polfrac,SP_spec, $
                    dustem_psi_em,PSI_spec, $
                    dustem_ext,EXT_spec, $
                    dustem_qext,QEXT_spec, $
                    dustem_uext,UEXT_spec, $
                    dustem_polext,POLEXT_spec, $
                    dustem_fpolext,SPEXT_spec, $
                    dustem_psi_ext,PSIEXT_spec, $
                    _extra=_extra,help=help

;+
; NAME:
;    dustemwrap_plot_noobj
; PURPOSE:
;    plots dustemwrap observed sed, predicted sed, predicted spectra for total Intensity, polarization in emission and extinction without OOP routines
; CATEGORY:
;    DustEMWrap
; CALLING SEQUENCE:
;    dustemwrap_plot_noobj,p_dim,st,dustem_sed,SED_spec,dustem_qsed,Q_spec,dustem_used,U_spec,dustem_polsed,P_spec,dustem_polfrac,SP_spec,dustem_psi_em,PSI_spec,dustem_ext,EXT_spec,dustem_qext,QEXT_spec,dustem_uext,UEXT_spec,dustem_polext,POLEXT_spec,dustem_fpolext,SPEXT_spec,dustem_psi_ext,PSIEXT_spec,_extra=_extra 
; INPUTS:
;    p_dim
; OPTIONAL INPUT PARAMETERS:
;    st
;    dustem_sed
;    dustem_qsed
;    dustem_used
;    dustem_polsed
;    dustem_polfrac
;    dustem_psi_em
;    dustem_ext
;    dustem_qext
;    dustem_uext
;    dustem_polext
;    dustem_fpolext
;    dustem_psi_ext
; OUTPUTS:
;    dustem_sed
;    dustem_qsed
;    dustem_used
;    dustem_polsed
;    dustem_polfrac
;    dustem_psi_em
;    dustem_ext
;    dustem_qext
;    dustem_uext
;    dustem_polext
;    dustem_fpolext
;    dustem_psi_ext
;    SED_spec
;    Q_spec
;    U_spec
;    P_spec
;    SP_spec
;    PSI_spec
;    EXT_spec
;    QEXT_spec
;    UEXT_spec
;    POLEXT_spec
;    SPEXT_spec
;    PSIEXT_spec
; OPTIONAL OUTPUT PARAMETERS:
;    

; ACCEPTED KEY-WORDS:
;    help
; COMMON BLOCKS:
;    None
; SIDE EFFECTS:
;    Does a plot
; RESTRICTIONS:
;    The DustEM fortran code must be installed
;    The DustEMWrap IDL code must be installed
; PROCEDURES AND SUBROUTINES USED:
;
; EXAMPLES
;    
; MODIFICATION HISTORY:
;    Written by Ilyes Choubani
;    Evolution details on the DustEMWrap gitlab.
;-

IF keyword_set(help) THEN BEGIN
  doc_library,'dustemwrap_plot'
  goto,the_end
END

;This is also necessary for the plotting of the results of the fit (Last iteration) 
IF not keyword_set(st) THEN BEGIN
  ;Activation of the plugins is needed because of the plotting of the total emission model that includes them. 
  dustem_activate_plugins,p_dim/(*(*!dustem_fit).param_init_values),st  ; 0/0 division case?
  
  ;# Emission
  ;if isa(!dustem_data.sed) then begin ;using !dustem_data instead of !dustem_show because in this release the user is compelled to fit IQU whether in M or X
  if not keyword_set(dustem_sed) and isa((*!dustem_data).sed) then begin ;better test?
  
      dustem_sed = dustem_compute_sed(p_dim,st,SED_spec)
      
      if !run_pol && !run_lin then begin
          
          dustem_polsed = dustem_compute_polsed(p_dim,st,P_spec,SP_spec,dustem_polfrac)
          toto = dustem_compute_stokes(p_dim,st,dustem_qsed,dustem_used,Q_spec,U_spec,PSI_spec,dustem_psi_em) 
        
          
      endif         
  endif
  
  ;# Extinction
;   if isa(!dustem_data.ext) then begin
  if not keyword_set(dustem_ext) and isa((*!dustem_data).ext) then begin
      dustem_ext = dustem_compute_ext(p_dim,st,EXT_spec)
      
      if !run_pol && !run_lin then begin
          
          dustem_polext = dustem_compute_polext(p_dim,st,POLEXT_spec,SPEXT_spec,dustem_fpolext)
          toto = dustem_compute_stokext(p_dim,st,dustem_qext,dustem_uext,QEXT_spec,UEXT_spec,PSIEXT_spec,dustem_psi_ext) 
          
      endif
  endif
  
ENDIF ELSE BEGIN ;st is provided 
    ;stop

    ;# Emission
    ;if isa(!dustem_data.sed) then begin
    if not keyword_set(dustem_sed) and isa((*!dustem_data).sed) then begin
        dustem_sed = dustem_compute_sed(p_dim,st,SED_spec)
        
        if !run_pol && !run_lin then begin
            
            dustem_polsed = dustem_compute_polsed(p_dim,st,P_spec,SP_spec,dustem_polfrac)
            toto = dustem_compute_stokes(p_dim,st,dustem_qsed,dustem_used,Q_spec,U_spec,PSI_spec,dustem_psi_em) 
            ;stop    
        endif
    endif
    
    ;# Extinction
    ;if isa(!dustem_data.ext) then begin
    
    if not keyword_set(dustem_ext) and isa((*!dustem_data).ext) then begin
    
        dustem_ext = dustem_compute_ext(p_dim,st,EXT_spec)
        
        if !run_pol && !run_lin then begin
            
            dustem_polext = dustem_compute_polext(p_dim,st,POLEXT_spec,SPEXT_spec,dustem_fpolext)
            toto = dustem_compute_stokext(p_dim,st,dustem_qext,dustem_uext,QEXT_spec,UEXT_spec,PSIEXT_spec,dustem_psi_ext) 
            
        endif
    endif
    
ENDELSE 

;IC: Will come back for this to include all datasets and their associated data.
;ADDING THIS BLOCK FOR COMPLETENESS
dd=(*(*!dustem_data).sed).values
ss=(*(*!dustem_data).sed).sigma
recomputed_chi2_sed   = total((dd-dustem_sed)^2/ss^2)
dof= n_elements((*(*!dustem_data).sed).values) - n_elements(*(*!dustem_fit).PARAM_DESCS)
recomputed_rchi2_sed  = recomputed_chi2_sed / dof

;print,'recomputed chi^2:',!dustem_iter.act,recomputed_rchi2_sed,recomputed_chi2_sed
mouchard=*!iteration_mouchard
new_mouchard=mouchard[0]
new_mouchard.iteration=!dustem_iter.act
new_mouchard.chi2=(*!dustem_fit).chi2
new_mouchard.rchi2=(*!dustem_fit).rchi2



;IC: I've commented this test below but it was uncommented. I don't understand its function. 
;Current parameter values including plugins have been available at each iteration prior to commenting this.
;Leaving as is.

;JPB: need here to store values of current parameter values (including plugins) into !iteration_mouchard
help,(*!dustem_fit).CURRENT_PARAM_VALUES   ;This is not currently filled up ...

;Below will work only for non plugin parameters
goto,skip1
param_descs=*(*!dustem_fit).param_descs
params_current=[0.D0]
FOR i=0L,n_elements(param_descs)-1 DO BEGIN
    str='params_current=[params_current,'+param_descs[i]+']'
    print,str
    toto=execute(str)
ENDFOR
params_current=params_current[1:*]
print,params_current

stop
skip1:
 
mouchard=[mouchard,new_mouchard]
!iteration_mouchard=ptr_new(mouchard)

;LIST OF TESTS THAT NEED TO BE RAN SO THAT THE PLOTTING OF THE MODEL SPECTRA OCCURS

test_sed = isa((*!dustem_show).sed)
test_ext = isa((*!dustem_show).ext)
if !run_pol then begin
    test_polext = isa((*!dustem_show).polext)
    test_polsed = isa((*!dustem_show).polsed)
    test_polfrac = isa((*!dustem_show).polfrac)
    test_fpolext = isa((*!dustem_show).fpolext)
    test_psi_em = isa((*!dustem_show).psi_em)
    test_psi_ext = isa((*!dustem_show).psi_ext)
    test_qsed = isa((*!dustem_show).qsed)
    test_used = isa((*!dustem_show).used)
    test_qext = isa((*!dustem_show).qext)
    test_uext = isa((*!dustem_show).uext)
    test_m = test_sed or test_polsed or test_polfrac or test_qsed or test_used or test_psi_em
    test_x = test_ext or test_polext or test_fpolext or test_qext or test_uext or test_psi_ext
endif else begin
    test_m = test_sed 
    test_x = test_ext 
endelse

;testing on the fitting of emission vs extinction data

n_plgns = n_tags(*!dustem_plugin)

frmt0='(A36)'
frmt1='(1E10.2)'
frmt2='(10F10.2)'

;Instead of setting the extra tags for plotting in dustemcgwin, we'll place them in this (parent) procedure. 
tgnms_extra = tag_names(_extra)



;I have decided to keep track of the command index manually as I did not find any command online that does this.
cmdind_m = 0 ;for emission
cmdind_x = 0 ;for extinction
;trying to do the same thing for parameters and plugins
cmdind_prms = 0 ;for parameters
cmdind_plgns = 0 ;for plugins

;ADDING PLUGIN(S) TO SPECTRUM----------------

;these following indices will be used to change the keep the same information in the _extra structure
;this is an initial solution until I finish coding the _extra-filtering procedure. 

iswinsed = !dustemcgwin_id.sed EQ la_undef()
iswinext = !dustemcgwin_id.ext EQ la_undef()

;trying to do the same thing for parameters and plugins
;But we need to know if the extinction or the emission mode is on.
;so the use of ths pointer will be different than the others
iswinprms = !dustemcgwin_id.prms EQ la_undef()
iswinplgns = !dustemcgwin_id.plgns EQ la_undef()


;plotstrct = !p
degtorad = !pi/180 ;factor that the arctan will be devided by in order to have an axis in degrees. Talk to JP maybe he wants angle in radians.

;I think I will test over the presence of the errors because they are not computed at that point.

;errors = ((*!dustem_fit).current_param_errors)
if isa((*!dustem_fit).current_param_errors) then begin
    errors = (*(*!dustem_fit).current_param_errors)
endif else begin
    errors = (*(*!dustem_fit).param_init_values)*0. 
ENDELSE 

if isa((*!dustem_fit).chi2) then begin
    chi2 = (*!dustem_fit).chi2    
endif else begin
    chi2 = la_undef()
endelse 

if isa((*!dustem_fit).rchi2) then begin
    rchi2 = (*!dustem_fit).rchi2    
endif else begin
    rchi2 = la_undef()
endelse 


if isa(p_dim) then res = p_dim  else res = (*(*!dustem_fit).param_init_values)*0.
 


;==== These are arameters for window positioning
if !run_pol then BEGIN
    wdelta_x=60
    main_wxsize=910
    main_wysize=658

    param_wxpos=main_wxsize+wdelta_x
    param_wypos=15
    param_wxsize=350
    param_wysize=200

    plugin_wxpos=main_wxsize+wdelta_x
    plugin_wypos=300
    plugin_wxsize=350
    plugin_wysize=200
ENDIF ELSE BEGIN
    wdelta_x=60
    main_wxsize=640  ;default of cgwindow
    main_wysize=512  ;default of cgwindow

    param_wxpos=main_wxsize+wdelta_x;700
    param_wypos=15
    param_wxsize=350
    param_wysize=200

    plugin_wxpos=main_wxsize+wdelta_x;700
    plugin_wypos=300
    plugin_wxsize=350
    plugin_wysize=200
ENDELSE

if test_m then begin
    ;Generating emission window and saving window ID
    
    ;if iswinsed then begin    ;This is when the cgwindow does not exist already
        
    TVLCT, 255, 255, 255, 254 ; White color
    !P.Color = 253
    !P.Background = 254
    
    if !run_pol then window,0, xsize=main_wxsize,ysize=main_wysize,title='DUSTEMWRAP '+!dustem_version.version+' (EMISSION)',xpos=0,ypos=0 else window, 0,xsize=main_wxsize,ysize=main_wysize,title='DUSTEMWRAP '+!dustem_version.version+' (EMISSION)',xpos=0, ypos=0;, wback='grey';,wobject=winobj_m
    
    ;Plotting model string (legend)
    xxpos = 0.015
    yypos = 0.97
    ;Plotting Hydrogen column density string (legend)
    cgtext, xxpos, yypos,'Model : '+!dustem_model,color=0,/normal,charsize = 1.2;,/addcmd ;& cmdind_m+=1 This is the first command in the window
    yypos = 0.95
    cgtext, xxpos, yypos,textoidl('N_{H}')+textoidl(' (H/cm^2) : ')+strmid(string(*!dustem_HCD,format='(1E10.2)'),2),color=0,/normal,charsize = 1.2;,/addcmd & cmdind_m+=1
    
    ;Plotting of the number of iterations completed by the fitter
    
    ;Plotting of the number of runs
    ;Getting the width of the unrefreshed string
    widthtot=0.
    ;cgtext, xxpos, yypos,'Runs : ',color=0,/normal,charsize=-1,width=thiswidth,/addcmd & cmdind_m+=1
    cgtext, xxpos, yypos,'Iteration : ',color=0,/normal,charsize=-1,width=thiswidth 
    widthtext = thiswidth
    widthtot+= thiswidth ;fixed width
    !dustemcgwin_ncmds.runs.txtwdth = thiswidth
    
    ;Getting the width of the refreshed string
    cgtext, xxpos, yypos,strtrim(!dustem_iter.act,2),color=0,/normal,charsize=-1,width=thiswidth 
    widthtot+= thiswidth;varying width        
    
    ;These two lines will also have to      be modified when plotting the refreshed values
    xxpos = 0.015 ;1.0 - widthtot - 0.03
    yypos = 0.015
    
    ;Displaying fixed part
    ;cgtext, xxpos, yypos,'Runs : ',color=0,/normal,charsize = 1.35,/addcmd & cmdind_m+=1
    cgtext, xxpos, yypos,'Iteration : ',color=0,/normal,charsize = 1.35 
    ;Displaying refreshed part (first run . This is the command that will be replaced)
    cgtext, xxpos + widthtext + 0.015 , yypos,strtrim(!dustem_iter.act,2),color=0,/normal,charsize = 1.0 
    
    ;plotting of (mostly) fixed data for rchi2
    ;Since the format of the strings is specified, the length/width of the string in thex direction is fixed. 
    
    
    ;Getting the width of the unrefreshed string
    widthtot=0.
    cgtext, xxpos, yypos,textoidl('\chi^{2} : '),color=0,/normal,charsize=-1,width=thiswidth 
    widthtext = thiswidth
    widthtot+= thiswidth ;fixed width
    
    ;Getting the width of the refresh.ed string
    cgtext, xxpos, yypos,strtrim(string(chi2,format=frmt2),2),color=0,/normal,charsize=-1,width=thiswidth 
    widthtot+= thiswidth;varying width        
    ;saving the command string width to replace it
    
    xxpos = 1.0 - widthtot - 0.03
    
    yypos = 0.97
    
    ;Displaying fixed part
    cgtext, xxpos, yypos,textoidl('\chi^{2} : '),color=0,/normal,charsize = 1.0 
    ;Displaying refreshed part (first run . This is the command that will be replaced)
    
    cgtext, xxpos + widthtext , yypos,strtrim(string(chi2,format=frmt2),2),color=0,/normal,charsize = 1.0 
   
    
    ;plotting of (mostly) fixed data for rchi2
    
    ;Getting the width of the unrefreshed string
    widthtot=0.
    cgtext, xxpos, yypos,textoidl('r_{\chi^{2}} : '),color=0,/normal,charsize=-1,width=thiswidth 
    widthtext = thiswidth
    widthtot+= thiswidth ;fixed width
    ;!dustemcgwin_ncmds.rchi2.txtwdth1 = thiswidth
    ;Getting the width of the refreshed string
    cgtext, xxpos, yypos,strtrim(string(rchi2,format=frmt2),2),color=0,/normal,charsize=-1,width=thiswidth 
    widthtot+= thiswidth;varying width        
    
    
    ;These two lines will also have to      be modified when plotting the refreshed values
    xxpos = 1.0 - widthtot - 0.03
    yypos = 0.95
    
    ;Displaying fixed part
    cgtext, xxpos, yypos,textoidl('r_{\chi^{2}} : '),color=0,/normal,charsize = 1.35 
    ;Displaying refreshed part (first run . This is the command that will be replaced)
    cgtext, xxpos + widthtext , yypos,strtrim(string(rchi2,format=frmt2),2),color=0,/normal,charsize = 1.0 
    ;saving the command id to replace it 
    
    ;Plotting of the title of the dashboard (plot(s))
    
    
    ;NB issue here because the user can't modify the title after the dustem_mpfit_data call at the main procedure level (user proc)
    ;Getting the width of the title 
    tit=string(_extra.title);

    cgtext, 0.3, 0.95,tit+' (RUNNING)',color=0,/normal,charsize=-1,width=thiswidth 
    widthtot = thiswidth
    xxpos = (1 - thiswidth)/2
    yypos = 0.96
    
    cgtext, 0.3, 0.95,tit,color=0,/normal,charsize=-1,width=thiswidth 
     
    cgtext, xxpos, yypos,tit,color=0,/normal,charsize = 1.6 & cmdind_m+=1
    xxpos+=thiswidth*1.6
    cgtext, xxpos, yypos,' (RUNNING)',color=0,/normal,charsize = 1.6 
    
   if !run_pol then begin
        ;,wback='grey'
        
        ;position arrays for plot and normalized graph
        
        ;THIS IS HARD-CODED IN A VERY SILLY WAY
        
        p_sed = [0.05,0.67,0.475,0.90]
        p_psed = [0.525,0.67,0.95,0.90]
        p_spsed = [0.05,0.375,0.475,0.575]
        p_psised = [0.525,0.375,0.95,0.575]
        p_qsed = [0.05,0.12,0.475,0.35]  
        p_used = [0.525,0.12,0.95,0.35]
        
        np_sed = [0.05,0.60,0.475,0.67]
        np_psed = [0.525,0.60,0.95,0.67]
        np_qsed = [0.05,0.05,0.475,0.12] 
        np_used = [0.525,0.05,0.95,0.12]
        
        p_sed[1]+= 0.0125 & p_sed[3]+= 0.0125 
        p_psed[1]+= 0.0125 & p_psed[3]+= 0.0125
        p_spsed[1]+= 0.0125 & p_spsed[3]+= 0.0125
        p_psised[1]+= 0.0125 & p_psised[3]+= 0.0125
        p_qsed[1]+= 0.0125 & p_qsed[3]+= 0.0125
        p_used[1]+= 0.0125 & p_used[3]+= 0.0125
        
        np_sed[1]+= 0.0125 & np_sed[3]+= 0.0125 
        np_psed[1]+= 0.0125 & np_psed[3]+= 0.0125
        np_qsed[1]+= 0.0125 & np_qsed[3]+= 0.0125
        np_used[1]+= 0.0125 & np_used[3]+= 0.0125
        
        
          
    endif else begin
        p_sed  = [0.07,0.30,0.97,0.85]
        np_sed = [0.07,0.10,0.97,0.30]
    
    endelse

    ;Plotting of sed data axes (whether or not data is present)
    plotsym,0,/fill ;you might need to execute this again. hmm...
;stop

    ;This is not the right test the user might want to show the prediction for sed and fit the stokes parameters
    if ~test_sed then begin ; SED data is not present (For completeness) # This is only valid when !run_pol=1
        
        dustem_plot_dataset, st, dataset='SED', /nodata, position=p_sed, _extra=_extra 
        dustem_plot_dataset, st, dataset='SED', /nodata, /norm, position=np_sed, _extra=_extra 

    endif else begin ;SED exists
           ;this plots the observed SED
           dustem_plot_dataset, st, dataset='SED', position=p_sed, _extra=_extra
           ;this plots the predicted spectrum and predicted SED
           dustem_plot_dataset, st, dustem_sed,SED_spec, dataset='SED', /refresh ,position=p_sed, _extra=_extra 
           ;This plots an empty normalized plot
           dustem_plot_dataset, st, dataset='SED',/norm, position=np_sed, _extra=_extra ;I think nodata can also be used too
           ;This plots the normalized observed SED - best fit
           dustem_plot_dataset, st, dustem_sed,SED_spec, dataset='SED', /norm, /refresh,position=np_sed, _extra=_extra 
    endelse
    

      if !run_pol then begin ;then goto, end_m
        
        if ~test_qsed then begin ;Qsed is not present
            
            dustem_plot_dataset, st, dataset='QSED', /nodata, position=p_qsed, _extra=_extra 
            dustem_plot_dataset, st, dataset='QSED', /nodata, /norm, position=np_qsed, _extra=_extra 
        
        endif else begin ;Qsed data is present
                
            ;Plotting of postive values if they exist (if hidden data is present it is plotted if not an empty plot is rendered)
            dustem_plot_dataset, st, dataset='QSED', position=p_qsed,/positive_only, _extra=_extra 
            ;Refreshing the positive_only plot ONLY if there is data. If not do nothing
            dustem_plot_dataset, st, dustem_qsed,Q_spec, dataset='QSED',/positive_only, /refresh ,position=p_qsed, _extra=_extra 
            
             
            dustem_plot_dataset, st, dataset='QSED', position=p_qsed, /addcmd,/negative_only, _extra=_extra 
            ;Refreshing the negative_only plot ONLY if there is data. If not do nothing
            dustem_plot_dataset, st, dustem_qsed,Q_spec,dataset='QSED',/negative_only, /refresh ,position=p_qsed, _extra=_extra
            
            
            dustem_plot_dataset, st, dataset='QSED',/norm, position=np_qsed, _extra=_extra  ;I think nodata can also be uqsed too
            dustem_plot_dataset, st, dustem_qsed,Q_spec,dataset='QSED', /norm, /refresh,position=np_qsed, _extra=_extra 
               
      endelse
      
         
              
        if ~test_used then begin ;used is not present
            
            dustem_plot_dataset, st, dataset='USED', /nodata, position=p_used, _extra=_extra 
            dustem_plot_dataset, st, dataset='USED', /nodata, /norm, position=np_used, _extra=_extra 
            
        endif else begin ;used data is present
                       
            ;Plotting of postive values if they exist (if hidden data is present it is plotted if not an empty plot is rendred)
            dustem_plot_dataset, st, dataset='USED', position=p_used,/positive_only, _extra=_extra 
            ;Refreshing the positive_only plot ONLY if there is data. If not do nothing
            dustem_plot_dataset, st, dustem_used,U_spec, dataset='USED',/positive_only, /refresh ,position=p_used, _extra=_extra 
            
            dustem_plot_dataset, st, dataset='USED', position=p_used, winid=winid_m,/negative_only, _extra=_extra 
            ;Refreshing the negative_only plot ONLY if there is data. If not do nothing
            dustem_plot_dataset, st, dustem_used,U_spec, dataset='USED',/negative_only, /refresh ,position=p_used, _extra=_extra 
            
            dustem_plot_dataset, st, dataset='USED',/norm, position=np_used, _extra=_extra ;I think nodata can also be uused too
            dustem_plot_dataset, st, dustem_used,U_spec, dataset='USED', /norm, /refresh,position=np_used, _extra=_extra 
              
      endelse
      
      if ~test_psi_em then begin ; psi_em data is not present (For completeness) # This is only valid when !run_pol=1
          
          dustem_plot_dataset, st, dataset='psi_em', /nodata, position=p_psised, /addcmd, winid=winid_m, _extra=_extra

      endif else begin ;psi_em exists
         
        dustem_plot_dataset, st, dataset='psi_em', position=p_psised, _extra=_extra 
        dustem_plot_dataset, st, dustem_psi_em,PSI_spec, dataset='psi_em', /refresh ,position=p_psised, _extra=_extra
                   
      endelse
        
      
      if ~test_polsed then begin ; polsed data is not present (For completeness) # This is only valid when !run_pol=1
          
          dustem_plot_dataset, st, dataset='polsed', /nodata, position=p_psed, _extra=_extra 
          dustem_plot_dataset, st, dataset='polsed', /nodata, /norm, position=np_psed, _extra=_extra

      endif else begin 
      
        dustem_plot_dataset, st, dataset='polsed', position=p_psed, _extra=_extra
        dustem_plot_dataset, st, dustem_polsed,P_spec, dataset='polsed', /refresh ,position=p_psed, _extra=_extra 
      
        dustem_plot_dataset, st, dataset='polsed',/norm, position=np_psed, _extra=_extra ;I think nodata can also be upolsed too
        dustem_plot_dataset, st, dustem_polsed,P_spec, dataset='polsed', /norm, /refresh,position=np_psed, _extra=_extra
            
      endelse      
      
      
      if ~test_polfrac then begin ; polfrac data is not present (For completeness) # This is only valid when !run_pol=1
          
          dustem_plot_dataset, st, dataset='polfrac', /nodata, position=p_spsed, _extra=_extra

      endif else begin ;polfrac exists


         dustem_plot_dataset, st, dataset='polfrac', position=p_spsed, _extra=_extra 
         dustem_plot_dataset, st, dustem_polfrac,SP_spec,SED_spec, dataset='polfrac', /refresh ,position=p_spsed, _extra=_extra 

      endelse  
      

    ENDIF
    
         
ENDIF 



;stop
if test_x then begin
    ;Generating extinction window and saving window ID
    if !run_pol then window,1,xsize=main_wxsize,ysize=main_wysize,title='DUSTEMWRAP '+!dustem_version.version+' (EXTINCTION)' else window,1,xsize=main_wxsize,ysize=main_wysize,title='DUSTEMWRAP '+!dustem_version.version+' (EXTINCTION)';, wback='grey';,wobject=winobj_m
    
    
    ;Plotting model string (legend)
    xxpos = 0.015
    yypos = 0.97
    ;Plotting Hydrogen column density string (legend)
    cgtext, xxpos, yypos,'Model : '+!dustem_model,color=0,/normal,charsize = 1.2;,/addcmd ;& cmdind_m+=1 This is the first command in the window
    yypos = 0.95
    cgtext, xxpos, yypos,textoidl('N_{H}')+textoidl(' (H/cm^2) : ')+strmid(string(*!dustem_HCD,format='(1E10.2)'),2),color=0,/normal,charsize = 1.2
    
    ;Plotting of the number of iterations completed by the fitter
    
    ;Plotting of the number of runs
    ;Getting the width of the unrefreshed string
    widthtot=0.
    ;cgtext, xxpos, yypos,'Runs : ',color=0,/normal,charsize=-1,width=thiswidth,/addcmd & cmdind_x+=1
    cgtext, xxpos, yypos,'Iteration : ',color=0,/normal,charsize=-1,width=thiswidth
    widthtext = thiswidth
    widthtot+= thiswidth ;fixed width
    
    ;Getting the width of the refreshed string
    cgtext, xxpos, yypos,strtrim(!dustem_iter.act,2),color=0,/normal,charsize=-1,width=thiswidth
    widthtot+= thiswidth;varying width        
    
    ;These two lines will also have to      be modified when plotting the refreshed values
    xxpos = 0.015 ;1.0 - widthtot - 0.03
    yypos = 0.015
    
    ;Displaying fixed part
    ;cgtext, xxpos, yypos,'Runs : ',color=0,/normal,charsize = 1.35,/addcmd & cmdind_x+=1
    cgtext, xxpos, yypos,'Iteration : ',color=0,/normal,charsize = 1.35
    ;Displaying refreshed part (first run . This is the command that will be replaced)
    cgtext, xxpos + widthtext + 0.015 , yypos,strtrim(!dustem_iter.act,2),color=0,/normal,charsize = 1.0
    ;saving the command id to replace it
    
    
    ;plotting of (mostly) fixed data for rchi2
    ;Since the format of the strings is specified, the length/width of the string in thex direction is fixed. 
    
    
    ;Getting the width of the unrefreshed string
    widthtot=0.
    cgtext, xxpos, yypos,textoidl('\chi^{2} : '),color=0,/normal,charsize=-1,width=thiswidth
    widthtext = thiswidth
    widthtot+= thiswidth ;fixed width
    
    ;Getting the width of the refresh.ed string
    cgtext, xxpos, yypos,strtrim(string(chi2,format=frmt2),2),color=0,/normal,charsize=-1,width=thiswidth
    widthtot+= thiswidth;varying width        
    ;saving the command string width to replace it
    
    
    xxpos = 1.0 - widthtot - 0.03
    
    yypos = 0.97
    
    ;Displaying fixed part
    cgtext, xxpos, yypos,textoidl('\chi^{2} : '),color=0,/normal,charsize = 1.0
    ;Displaying refreshed part (first run . This is the command that will be replaced)
    
    cgtext, xxpos + widthtext , yypos,strtrim(string(chi2,format=frmt2),2),color=0,/normal,charsize = 1.0
    
    ;saving the command id to replace it
      
    
    
    ;plotting of (mostly) fixed data for rchi2
    
    ;Getting the width of the unrefreshed string
    widthtot=0.
    cgtext, xxpos, yypos,textoidl('r_{\chi^{2}} : '),color=0,/normal,charsize=-1,width=thiswidth
    widthtext = thiswidth
    widthtot+= thiswidth ;fixed width
    ;!dustemcgwin_ncmds.rchi2.txtwdth1 = thiswidth
    ;Getting the width of the refreshed string
    cgtext, xxpos, yypos,strtrim(string(rchi2,format=frmt2),2),color=0,/normal,charsize=-1,width=thiswidth
    widthtot+= thiswidth;varying width        
    
    ;These two lines will also have to      be modified when plotting the refreshed values
    xxpos = 1.0 - widthtot - 0.03
    yypos = 0.95
    
    ;Displaying fixed part
    cgtext, xxpos, yypos,textoidl('r_{\chi^{2}} : '),color=0,/normal,charsize = 1.35
    ;Displaying refreshed part (first run . This is the command that will be replaced)
    cgtext, xxpos + widthtext , yypos,strtrim(string(rchi2,format=frmt2),2),color=0,/normal,charsize = 1.0
    ;saving the command id to replace it
    
    
    ;Plotting of the title of the dashboard (plot(s))
    
    ;NB: JP is right, the user should be able to set the entirety of the title.
    ;Make this block aware of the saving of the data  (from the fits table)
    
    
    ;Getting the width of the title 
    tit=string(_extra.title);
    
    cgtext, 0.3, 0.95,tit+' (RUNNING)',color=0,/normal,charsize=-1,width=thiswidth
    widthtot = thiswidth
    xxpos = (1 - thiswidth)/2
    yypos = 0.96
    
    cgtext, 0.3, 0.95,tit,color=0,/normal,charsize=-1,width=thiswidth
      
    cgtext, xxpos, yypos,tit,color=0,/normal,charsize = 1.6
    xxpos+=thiswidth*1.6
    cgtext, xxpos, yypos,' (RUNNING)',color=0,/normal,charsize = 1.6
    
   
    if !run_pol then begin
       
        ;position arrays for plot and normalized graph
        
        ;THIS IS HARD-CODED IN A VERY SILLY WAY
        
        p_ext = [0.05,0.67,0.475,0.90]
        p_pext = [0.525,0.67,0.95,0.90]
        p_spext = [0.05,0.375,0.475,0.575] ; Should we plot this? tau_polext/tau_ext_tot. YES FOR NOW...
        p_psiext = [0.525,0.375,0.95,0.575]
        p_qext = [0.05,0.12,0.475,0.35]  
        p_uext = [0.525,0.12,0.95,0.35]
        
        np_ext = [0.05,0.60,0.475,0.67]
        np_pext = [0.525,0.60,0.95,0.67]
        np_qext = [0.05,0.05,0.475,0.12] 
        np_uext = [0.525,0.05,0.95,0.12]
        
        p_ext[1]+= 0.0125 & p_ext[3]+= 0.0125 
        p_pext[1]+= 0.0125 & p_pext[3]+= 0.0125
        p_spext[1]+= 0.0125 & p_spext[3]+= 0.0125
        p_psiext[1]+= 0.0125 & p_psiext[3]+= 0.0125
        p_qext[1]+= 0.0125 & p_qext[3]+= 0.0125
        p_uext[1]+= 0.0125 & p_uext[3]+= 0.0125
        
        np_ext[1]+= 0.0125 & np_ext[3]+= 0.0125 
        np_pext[1]+= 0.0125 & np_pext[3]+= 0.0125
        np_qext[1]+= 0.0125 & np_qext[3]+= 0.0125
        np_uext[1]+= 0.0125 & np_uext[3]+= 0.0125
        
        
          
    endif else begin
        p_ext  = [0.07,0.30,0.97,0.85]
        np_ext = [0.07,0.10,0.97,0.30]
    
    endelse

    ;Plotting of sed data axes (whether or not data is present)
    plotsym,0,/fill ;you might need to execute this again. hmm...


    ;This is not the right test the user might want to show the prediction for sed and fit the stokes parameters
    if ~test_ext then begin ; EXT data is not present (For completeness) # This is only valid when !run_pol=1
        
        dustem_plot_dataset, st, dataset='EXT', /nodata, position=p_ext, _extra=_extra 
        dustem_plot_dataset, st, dataset='EXT', /nodata, /norm, position=np_ext, _extra=_extra

    endif else begin ;EXT exists
      
        dustem_plot_dataset, st, dataset='EXT', position=p_ext, _extra=_extra
        dustem_plot_dataset, st, dustem_ext,EXT_spec, dataset='EXT', /refresh ,position=p_ext, _extra=_extra 
        
        dustem_plot_dataset, st, dataset='EXT',/norm, position=np_ext, _extra=_extra ;I think nodata can also be used too
        
        dustem_plot_dataset, st, dustem_ext,EXT_spec, dataset='EXT', /norm, /refresh,position=np_ext, _extra=_extra 
               
    endelse
    
    
      if !run_pol then begin 
        
        if ~test_qext then begin ;Qext is not present
            
            dustem_plot_dataset, st, dataset='QEXT', /nodata, position=p_qext, _extra=_extra 
            dustem_plot_dataset, st, dataset='QEXT', /nodata, /norm, position=np_qext, _extra=_extra 
        
        endif else begin ;Qext data is present
                    
            ;Plotting of postive values if they exist (if hidden data is present it is plotted if not an empty plot is rendered)
            dustem_plot_dataset, st, dataset='QEXT', position=p_qext,/positive_only, _extra=_extra 
            ;Refreshing the positive_only plot ONLY if there is data. If not do nothing
            
            dustem_plot_dataset, st, dustem_qext,QEXT_spec, dataset='QEXT',/positive_only, /refresh ,position=p_qext, _extra=_extra 
            
            dustem_plot_dataset, st, dataset='QEXT', position=p_qext,/negative_only, _extra=_extra
            ;Refreshing the negative_only plot ONLY if there is data. If not do nothing
            dustem_plot_dataset, st, dustem_qext,QEXT_spec,dataset='QEXT',/negative_only, /refresh ,position=p_qext, _extra=_extra
        
            dustem_plot_dataset, st, dataset='QEXT',/norm, position=np_qext, _extra=_extra ;I think nodata can also be uqsed too
            dustem_plot_dataset, st, dustem_qext,QEXT_spec,dataset='QEXT', /norm, /refresh,position=np_qext, _extra=_extra

      endelse
          ;stop        
        if ~test_uext then begin ;uext is not present
            
            dustem_plot_dataset, st, dataset='UEXT', /nodata, position=p_uext, _extra=_extra
            dustem_plot_dataset, st, dataset='UEXT', /nodata, /norm, position=np_uext, _extra=_extra 
        
        endif else begin ;uext data is present
            
            ;stop
                ;Plotting of postive values if they exist (if hidden data is present it is plotted if not an empty plot is rendred)
                dustem_plot_dataset, st, dataset='UEXT', position=p_uext,/positive_only, _extra=_extra
                
                ;Refreshing the positive_only plot ONLY if there is data. If not do nothing
                dustem_plot_dataset, st, dustem_uext,UEXT_spec, dataset='UEXT',/positive_only, /refresh ,position=p_uext, _extra=_extra 
                
              
                dustem_plot_dataset, st, dataset='UEXT', position=p_uext,/negative_only, _extra=_extra 
                ;Refreshing the negative_only plot ONLY if there is data. If not do nothing
                dustem_plot_dataset, st, dustem_uext,UEXT_spec, dataset='UEXT',/negative_only, /refresh ,position=p_uext, _extra=_extra
                
                
                dustem_plot_dataset, st, dataset='UEXT',/norm, position=np_uext, _extra=_extra ;I think nodata can also be uused too
                dustem_plot_dataset, st, dustem_uext,UEXT_spec, dataset='UEXT', /norm, /refresh,position=np_uext, _extra=_extra 
            
                      
      endelse
      
      if ~test_psi_ext then begin ; psi_ext data is not present (For completeness) # This is only valid when !run_pol=1
          
          dustem_plot_dataset, st, dataset='PSI_EXT', /nodata, position=p_psiext, _extra=_extra  

      endif else begin ;psi_ext exists

              dustem_plot_dataset, st, dataset='psi_ext', position=p_psiext, _extra=_extra 
              dustem_plot_dataset, st, dustem_psi_ext,PSIEXT_spec, dataset='psi_ext', /refresh ,position=p_psiext, _extra=_extra 
              
              
      endelse
        
      
      if ~test_polext then begin ; polext data is not present (For completeness) # This is only valid when !run_pol=1
          
          dustem_plot_dataset, st, dataset='polext', /nodata, position=p_pext, _extra=_extra 
          dustem_plot_dataset, st, dataset='polext', /nodata, /norm, position=np_pext, _extra=_extra 

      endif else begin ;polext exists

        dustem_plot_dataset, st, dataset='polext', position=p_pext, _extra=_extra 
        dustem_plot_dataset, st, dustem_polext,POLEXT_spec, dataset='polext', /refresh ,position=p_pext, _extra=_extra 
         
        dustem_plot_dataset, st, dataset='polext',/norm, position=np_pext, _extra=_extra  ;I think nodata can also be upolsed too
        dustem_plot_dataset, st, dustem_polext,POLEXT_spec, dataset='polext', /norm, /refresh,position=np_pext, _extra=_extra 
        
      endelse      
      
      
      if ~test_fpolext then begin ; fpolext data is not present (For completeness) # This is only valid when !run_pol=1
          
          dustem_plot_dataset, st, dataset='fpolext', /nodata, position=p_spext, _extra=_extra  
          

      endif else begin ;fpolext exists

        
        dustem_plot_dataset, st, dataset='fpolext', position=p_spext, _extra=_extra 
        dustem_plot_dataset, st, dustem_fpolext,SPEXT_spec,EXT_spec, dataset='fpolext', /refresh ,position=p_spext, _extra=_extra


      endelse  
      

    ENDIF
        
     
          
ENDIF 


;PLOTTING OF THE PARAMETERS
window,2,xpos=param_wxpos,ypos=param_wypos,xsize=param_wxsize,ysize=param_wysize,title='DUSTEMWRAP '+!dustem_version.version+' (PARAMETERS)' ; keeping the same y dimension of the emission/extinction plot? 
dustem_plot_dataset, st, res, errors, p_dim,dataset='PARAMETERS',_extra=_extra ;& cmdind_prms+=1
dustem_plot_dataset, st, res, errors, p_dim,dataset='PARAMETERS',/refresh, _extra=_extra 

;PLOTTING OF THE PLUGINS
IF (tag_names(*!dustem_plugin))(0) NE 'NONE' THEN BEGIN  
    
    window,3,xpos=plugin_wxpos,ypos=plugin_wypos,xsize=plugin_wxsize,ysize=plugin_wysize,title='DUSTEMWRAP '+!dustem_version.version+' (PLUGINS)' ; keeping the same y dimension of the emission/extinction plot? 
    dustem_plot_dataset, st, res, errors, p_dim,dataset='PLUGINS',_extra=_extra ;& cmdind_prms+=1
    dustem_plot_dataset, st, res, errors, p_dim,dataset='PLUGINS', /refresh , winid=winid_plgns, _extra=_extra 
     
ENDIF

the_end:

END