dustem_init.pro 21.7 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
PRO dustem_init,model=model $
                ,wraptest=wraptest $
                ,show_plots=show_plots $
                ,noerase=noerase $
                ,noobj=noobj $
                ,st_model=st_model $
                ,polarization=polarization $
                ,verbose=verbose $
                ,help=help $
                ,grain_keywords=grain_keywords

;+
; NAME:
;   dustem_init
;  
; PURPOSE:
;   Defines system variables to run the DUSTEM code
;  
; CATEGORY:
;    DustEMWrap, Distributed, HighLevel, Initialization
;  
; CALLING SEQUENCE:
;   dustem_init,model=model
;
; INPUTS:
;    None
;
; OPTIONAL INPUT PARAMETERS:
;    None
;
; OUTPUTS:
;    None
;
; OPTIONAL OUTPUT PARAMETERS:
;    ;   st_model
;
; ACCEPTED KEY-WORDS:
;    model = specifies the interstellar dust mixture used by
;            DustEM. See userguide or dustem_test_model_exists.pro
;            for more details about available models in current release.
;   wraptest       = test running dustem f90 through the wrapper
;   help           = if set, print this help
;   verbose        = if set, output code diagnostic info (default OFF)
;   show_plots     = if set, a plot will be produced for each fitting step
;   polarization   = set this variables for runs taking polarization into account
;   noerase        : set this keyword to not erase the temporary DAT files used by DustEMWrap
;   noobj          : set this keyword to turn off object-oriented
;                    graphical output when using IDL. Object-oriented
;                    graphics are OFF by default for GDL and Fawlty.
;   grain_keywords : Fortran grain keywords. Must be an array of Ngrains strings. Use '?' to keep default values.
;
; COMMON BLOCKS:
;    None
;
; SIDE EFFECTS:
;    1/ The following system variables are initialized to null values
;	or empty pointers:
;       !dustem_fit
;       !dustem_data
;       !dustem_inputs
;       !dustem_params
;       !run_ionfrac
;       !dustem_idl_continuum
;       !dustem_filters
;       !dustem_verbose
;       !dustem_show_plot
;    2/ optionally runs the fortran code (if wraptest)
;       This step calls the Fortran code to run a standard model
;    3/ !dustem_filters is initialized calling dustem_filter_init.pro.
;
; RESTRICTIONS:
;    The DustEM fortran code must be installed
;    The DustEMWrap idl code must be installed
;
; PROCEDURES AND SUBROUTINES USED:
;   
; EXAMPLES
;    dustem_init,model="MC10",/wrap
;
; MODIFICATION HISTORY:
;    Written by JPB,NF,DP Jan-2007
;    Evolution details on the DustEMWrap gitlab.
;    See http://dustemwrap.irap.omp.eu/ for FAQ and help.  
;-


IF keyword_set(help) THEN BEGIN
  doc_library,'dustem_init'
  goto,the_end
ENDIF

dustem_define_la_common 
device,decomposed=0

;define which code is running, idl, gdl or fawlty
defsysv,'!fl',exist=fawlty
defsysv,'!gdl',exist=gdl
IF fawlty THEN defsysv,'!dustemwrap_which_language','fawlty'
IF gdl THEN defsysv,'!dustemwrap_which_language','gdl'
IF not fawlty and not gdl THEN defsysv,'!dustemwrap_which_language','idl'

;Control of object-oriented graphics
IF fawlty OR gdl THEN defsysv,'!dustem_noobj',1 ELSE defsysv,'!dustem_noobj',0
IF keyword_set(noobj) then defsysv,'!dustem_noobj',1

;see if the user has set their dustem_which
defsysv,'!dustem_which',exist=dwhich
if not dwhich then begin
   defsysv,'!dustem_which','RELEASE'
   message,'!dustem_which not known from idl_startup, using RELEASE version',/info
end

un_mouchard={iteration:0L, $
            chi2:0.d0,rchi2:0.d0, $
            qchi2:0.d0,qrchi2:0.d0, $
            uchi2:0.d0,urchi2:0.d0, $
            parameters_descriptions:ptr_new(),parameters_values:ptr_new()}
mouchard=ptr_new(replicate(un_mouchard,1))
defsysv,'!iteration_mouchard',mouchard

defsysv,'!dustem_verbose',0             ;1=verbose
IF keyword_set(verbose) THEN !dustem_verbose=1

defsysv,'!dustem_show_plot',0   ;1=show all iterations of fitting
IF keyword_set(show_plots) THEN !dustem_show_plot=1

defsysv,'!run_pol',0             ;0=no polar
IF keyword_set(polarization) THEN !run_pol=1
IF not keyword_set(polarization) THEN !run_pol=0

;version={version:'V1.2',version_number:1.2}
;version={version:'V2.0',version_number:2.0}
version={version:'V4.3',version_number:4.3} ; March 2023
defsysv, '!dustem_version',version       ;This is the current dustemwrap version

;=== color correction system variables
defsysv,'!dustem_previous_cc',ptr_new()   ;store previous color correction values
defsysv,'!dustem_do_cc',1   ;indicates to dustem if color corrections are needed. Will be changed when fitting
defsysv,'!dustem_never_do_cc',0   ;set to 1 to never do color corrections (not recommended, but faster).

;=== polarization system variables
defsysv, '!run_circ', 0.  
defsysv, '!run_anis', 0.  
defsysv, '!run_rrf', 0.    
defsysv, '!run_univ', 0.    
defsysv, '!run_lin', 0.


defsysv, '!dustem_redshift', 0.    ;in case the SED needs to be shifted for a non-zero redshift

; default column density assumed for translating fortran output to an emission spectrum
defsysv, '!dustem_HCD', ptr_new(1.00E20) ;I do not see the reason behind using a pointer in this case.

;This is just to make sure that plugin system variables are created even if no plugins are used
pd_bidon=['NONE']
dustem_init_plugins,pd_bidon

defsysv,'!dustem_nocatch',0   ;set to catch errors in SED fitting.

defsysv,'!indef', exists=exists_indef
IF NOT exists_indef THEN defsysv,'!indef',-32768.


;=== read info about instrument
file=!dustem_wrap_soft_dir+'instrument_description.xcat'
st=read_xcat(file,/silent)
defsysv,'!dustem_instrument_description',st

defsysv, '!dustem_isrf_file', ptr_new() ;but there is only one system variable for this... Is this ok?

defsysv, '!dustem_iter', {prv:1,act:1}

;define !dustem_fit
dustem_fit_st={data:ptr_new(), $ ;,wavelength:ptr_new(), ;because wavelength arrays in the different datasets (data) can be different
               param_descs:ptr_new(),param_init_values:ptr_new(),param_func:ptr_new(), $
               fixed_param_descs:ptr_new(),fixed_param_init_values:ptr_new(), $
               chi2:0.D0,rchi2:0.D0, $
               qchi2:0.D0,qrchi2:0.D0, $
               uchi2:0.D0,urchi2:0.D0, $
               current_param_values:ptr_new(), current_param_errors:ptr_new() $
               }
defsysv, '!dustem_fit', ptr_new(dustem_fit_st)    ;Data to fit

dustem_data_st = dustem_define_dustem_data(polarization=polarization,rchi2_weight =rchi2_weight)
defsysv, '!dustem_data', ptr_new(dustem_data_st) 
defsysv,'!dustem_show', ptr_new(dustem_data_st)   

if !run_pol then begin
    tagnames=tag_names(*!dustem_data)
    testpol = tagnames EQ 'POLSED' or tagnames EQ 'POLEXT' or tagnames EQ 'POLFRAC' or tagnames EQ 'FPOLEXT' or tagnames EQ 'PSI_EM' or tagnames EQ 'PSI_EXT'
    ind_data=where(~testpol,ctestpol)
    if ctestpol ne 0 then tagnames =(tag_names(*!dustem_data))[ind_data] 
endif else tagnames=tag_names(*!dustem_data)

;instr="defsysv, '!fit_rchi2_weight', {"
instr="fit_rchi2_weight_str={"
FOR i = 0, n_elements(tagnames)-1 DO BEGIN
  instr+=tagnames(i)+': rchi2_weight.'+tagnames(i)
  IF i NE n_elements(tagnames)-1 THEN instr+=','
ENDFOR
instr+='}'
toto=execute(instr)
defsysv, '!fit_rchi2_weight',ptr_new(fit_rchi2_weight_str)

  ;#########system variables necessary for cgwindow plotting##########     
defsysv, '!dustemcgwin_id', {    $ ;IDs of windows to plot                  
                            sed:    la_undef(),      $                          
                            ext:    la_undef(),      $
                            prms:   la_undef(),      $
                            plgns:  la_undef()       $
                     }  
                     
                     
defsysv, '!dustem_dim', 0                                                                        

;after the new modifications I think that some of these pointers are not needed
defsysv, '!dustemcgwin_ncmds', {    $ ;Data to fit
                            sed:     {pl:0, nrm:0},      $ ; 
                            ext:     {pl:0, nrm:0},      $ ;
                            qsed:    {pl:0, nrm:0},      $ ; 
                            used:    {pl:0, nrm:0},      $ ; 
                            polsed:  {pl:0, nrm:0},      $ ; 
                            polfrac: {pl:0},             $ ;   
                            psi_em:  {pl:0},             $ ; 
                            qext:    {pl:0, nrm:0},      $ ; 
                            uext:    {pl:0, nrm:0},      $ ;
                            polext:  {pl:0, nrm:0},      $ ;
                            fpolext: {pl:0, nrm:0},      $ ;  
                            psi_ext: {pl:0},             $ ;
                            chi2 :   {pl:0, txtwdth:0.}, $ ; ;beacause chi2 needs to be updated (needing the command index)
                            rchi2 :  {pl:0, txtwdth:0.}, $ ;
                            pltit :  {pl:0, txtwdth_m:0.,txtwdth_x:0.}, $ ; plot title
                            prms :   {pl:0},             $ ;
                            plgns :  {pl:0},             $ ;
                            runs :   {pl:0, txtwdth:0.}  $ ;
                     }


;NB: #This is definitely not a robust way to handle the _extra tags but it's a primariy workaround for the plotting tags of the data sets. 
defsysv, '!dustem_plot_range', {    $

                            sed:     {xr:[1.,5.0e5], yr:[5e-8,1.00e6]},      $ ; 
                            qsed:    {xr:[1.,5.0e5], yr:[5e-8,1.00e6]},      $ ; 
                            used:    {xr:[1.,5.0e5], yr:[5e-8,1.00e6]},      $ ; 
                            polsed:  {xr:[1.,5.0e5], yr:[5e-8,1.00e6]},      $ ; 
                            polfrac: {xr:[1.,5.0e5], yr:[1.00E-04,50.00]},      $ ;   
                            psi_em:  {xr:[1.,5.0e5], yr:[-90.,90.]},   $ ;
                            ext:     {xr:[0.01,30], yr:[5.00E-8,10]},      $ ; 
                            qext:    {xr:[0.01,30], yr:[5.00E-8,10]},      $ ; 
                            uext:    {xr:[0.01,30], yr:[5.00E-8,10]},      $ ;
                            polext:  {xr:[0.01,30], yr:[5.00E-8,10]},      $ ;
                            fpolext: {xr:[0.01,30], yr:[1.00E-04,10.00]},      $ ; 
                            psi_ext: {xr:[0.01,30], yr:[-90.,90.]},   $ ;
                            title_m : 'DUSTEMWRAP '+'('+!dustem_version.version+') '+'Spectral Energy Distribution', $ ; default title if no title is specified
                            title_x : 'DUSTEMWRAP '+'('+!dustem_version.version+') '+'Dust Optical Depth' $
                     }

defsysv, '!dustem_mlog', 0      ;necessary for the plotting of negative values on the axis in dstmwrp_exp.pro

;###################################################################


;These two sysvars allow for the polarization angle (whether in emission or extinction) to
;be updated in procedures (non-plugins) that create polarization data such as 
;dustem_compute_stokes and dustem_compute_stokext
defsysv, '!dustem_psi', 0.
defsysv, '!dustem_psi_ext', 0.


;useful pointers (current dustem output structure and current mpfit params values)
defsysv,'!dustem_current',ptr_new()
; defsysv,'!dustem_current_params',ptr_new() ;Is replaced by (*!dustem_fit).CURRENT_PARAM_VALUES 
; defsysv, '!dustem_current_errors', ptr_new() ;Is replaced by (*!dustem_fit).current_param_errors=ptr_new(p_er_dim)


defsysv, '!dustem_end', 0 ;Easiest and fastest way I could find to signal the end of the fit. If there is a better way please remove this.                     
;IDL> help,*!dustem_data,/str
;** Structure <2173b20>, 4 tags, length=448, data length=448, refs=1:
;   INSTRU_NAMES    STRING    Array[14]
;   FILT_NAMES      STRING    Array[14]
;   VALUES          FLOAT     Array[14]
;   SIGMA           FLOAT     Array[14]
defsysv,'!dustem_inputs',ptr_new()    ;dustem input files

;=== This is not a system variable anymore
;defsysv, '!dustem_ext', ptr_new()    ;Contains the values of extinction
;=== This is not a system variable anymore
;defsysv, '!dustem_specem', ptr_new() ;Contains the values of emission

defsysv, '!dustem_params', ptr_new() ;Contains the values of all Desert Model parameters (except extinction !)
;IDL> help,*!dustem_params,/str
;** Structure <2926e10>, 7 tags, length=13312, data length=13282, refs=1:
;   GRAINS          STRUCT    -> <Anonymous> Array[3]
;   GEMISSIV        STRUCT    -> <Anonymous> Array[300]
;   ISRF            STRUCT    -> <Anonymous> Array[64]
;   QABS            STRUCT    -> <Anonymous> Array[64]
;   CALOR           STRUCT    -> <Anonymous> Array[5]
;   SPECEM          STRUCT    -> <Anonymous> Array[1]
;   IONFRAC         STRUCT    -> <Anonymous> Array[10]

;defsysv, '!dustem_fit_sed',ptr_new()          ;Best fit SED

;The following is not used in the RELEASE version of the code, only in VERSTRAETE
;IF getenv('DUSTEM_WHICH') EQ 'VERSTRAETE' THEN BEGIN
 defsysv, '!run_ionfrac', 0.     ; 0:no call to dustem_create_ionfrac UNLESS it is called as a param
                                  ; 1:call to dustem_create_ionfrac with the MIX_xxx.DAT files
                                  ; 2:call to dustem_create_ionfrac with the SIZE_xxx.DAT files
;ENDIF

defsysv,'!dustem_filters',ptr_new()     ;filter information (filled by dustem_filter_init.pro)
;; IDL> help,*!dustem_filters,/str
;; ** Structure <1b95608>, 17 tags, length=8232, data length=8118, refs=1:
;;    IRAC            STRUCT    -> <Anonymous> Array[1]
;;    MIPS            STRUCT    -> <Anonymous> Array[1]
;; ... etc


;apparently not needed anymore. Was removed.
;defsysv,'!ki',0.  ;apparently needed by mpfit, but what is it ?

;== This is for the default mode
dustem_inputs={GRAIN:'GRAIN.DAT',ISRF:'ISRF.DAT',ALIGN:'ALIGN.DAT'}
!dustem_inputs=ptr_new(dustem_inputs)
use_model='USER_MODEL'

IF keyword_set(model) THEN BEGIN
   use_model = strupcase(model)
   exists=dustem_test_model_exists(use_model)
   polexists=dustem_test_model_exists(use_model,/pol,/silent)
   if exists ne 1 then $
      message,'Unknown dust model '+use_model
   if keyword_set(polarization) and polexists eq 0 then $
      message,'You have requested polarization mode, but the '+use_model+' model does not predict polarization'
END

CASE use_model OF
      'MC10':BEGIN
         (*!dustem_inputs).grain='GRAIN_MC10.DAT'
      END
      'C10':BEGIN
         (*!dustem_inputs).grain='GRAIN_MC10.DAT' ; for convenience
      END
      'COMPIEGNE_ETAL10':BEGIN  ; for backwards compatibility
         (*!dustem_inputs).grain='GRAIN_MC10.DAT'
      END
      'DBP90':BEGIN
         (*!dustem_inputs).grain='GRAIN_DBP90.DAT'
      END
      'DL01':BEGIN              ; for backwards compatibility
         (*!dustem_inputs).grain='GRAIN_DL01.DAT'
      END
      'LD01':BEGIN              ; for backwards compatibility
         (*!dustem_inputs).grain='GRAIN_DL01.DAT'
      END
      'DL01_RV3P1_BC6':BEGIN
         (*!dustem_inputs).grain='GRAIN_DL01.DAT'
      END
      'DL01_RV5P5B_BC3':BEGIN  ; removed from DUSTEM fortran in Feb2023 release
         (*!dustem_inputs).grain='GRAIN_DL01_Rv5.5B_bc3.DAT'
      END
      'DL01_RV5P5B_BC0':BEGIN  ; removed from DUSTEM fortran in Feb2023 release
         (*!dustem_inputs).grain='GRAIN_DL01_Rv5.5B_bc0.DAT'
      END
      'WD01_RV5P5B':BEGIN       ; for backwards compatibility
;         (*!dustem_inputs).grain='GRAIN_DL01_Rv5.5B_bc3.DAT'
          (*!dustem_inputs).grain='GRAIN_WD01_Rv5.5B.DAT'
      END
      'WD01':BEGIN       ; for backwards compatibility
;         (*!dustem_inputs).grain='GRAIN_DL01_Rv5.5B_bc3.DAT'
          (*!dustem_inputs).grain='GRAIN_WD01_Rv5.5B.DAT'
      END
      'DL07':BEGIN
         (*!dustem_inputs).grain='GRAIN_DL07.DAT'
      END
      'J13':BEGIN
         (*!dustem_inputs).grain='GRAIN_J13.DAT'
      END
      'AJ13':BEGIN              ; for backwards compatibility
         (*!dustem_inputs).grain='GRAIN_J13.DAT'
      END
      'G17_MODELA':BEGIN
         (*!dustem_inputs).grain='GRAIN_G17_ModelA.DAT'
         (*!dustem_inputs).align='ALIGN_G17_ModelA.DAT'
      END
      'G17_MODELB':BEGIN
         (*!dustem_inputs).grain='GRAIN_G17_ModelB.DAT'
         (*!dustem_inputs).align='ALIGN_G17_ModelB.DAT'
      END
      'G17_MODELC':BEGIN
         (*!dustem_inputs).grain='GRAIN_G17_ModelC.DAT'
         (*!dustem_inputs).align='ALIGN_G17_ModelC.DAT'
      END
      'G17_MODELD':BEGIN
         (*!dustem_inputs).grain='GRAIN_G17_ModelD.DAT'
         (*!dustem_inputs).align='ALIGN_G17_ModelD.DAT'
      END
      'Y24':BEGIN            ; removed from DUSTEM fortran in Feb2023 release
         (*!dustem_inputs).grain='GRAIN_Y24.DAT'
         (*!dustem_inputs).align='ALIGN_Y24.DAT'
      END
       'Y24':BEGIN            ; removed from DUSTEM fortran in Feb2023 release
         (*!dustem_inputs).grain='GRAIN_Y24.DAT'
         (*!dustem_inputs).align='ALIGN_Y24.DAT'
      END
       'THEMIS':BEGIN              ; removed from DUSTEM fortran in Feb2023 release
         (*!dustem_inputs).grain='GRAIN_Y24.DAT'
         (*!dustem_inputs).align='ALIGN_Y24.DAT'
      END
       'THEMIS2':BEGIN        ; removed from DUSTEM fortran in Feb2023 release
         (*!dustem_inputs).grain='GRAIN_NY_ModelA.DAT'
         (*!dustem_inputs).align='ALIGN_G17_ModelA.DAT' 
    END
      'ASTRODUST':BEGIN         ; removed from DUSTEM fortran in Feb2023 release
         (*!dustem_inputs).grain='GRAIN_ASTRODUST.DAT'
         (*!dustem_inputs).align='ALIGN_ASTRODUST.DAT' 
   END
; Next is a user-defined model. In this case,
; The user is responsible for modifying the fortran GRAIN.DAT and
; ALIGN.DAT files and providing ther content
      'USER_MODEL':BEGIN  
         (*!dustem_inputs).grain='GRAIN.DAT'
         (*!dustem_inputs).align='ALIGN.DAT'
      END
      ELSE:BEGIN
         message,'Code should never reach here',/continue
         stop
      END
   ENDCASE
;ENDIF
defsysv, '!dustem_model', use_model

;Initialize !dustem_params structure
IF not keyword_set(dir) THEN BEGIN
;  CASE getenv('DUSTEM_WHICH') OF
  CASE !dustem_which OF
    'DESERT':dir_in=!dustem_wrap_soft_dir+'/Data/DESERT_POST_ISO_MORE/'
    'COMPIEGNE': dir_in=!dustem_wrap_soft_dir+'/Data/MC_DAT/'
    'VERSTRAETE': dir_in=!dustem_wrap_soft_dir+'/Data/LV_DAT/'
    'RELEASE': dir_in=!dustem_soft_dir
    ELSE: dir_in=!dustem_wrap_soft_dir+'/Data/les_DAT/';!dustem_wrap_soft_dir+'/Data/les_DAT/'
  ENDCASE
ENDIF ELSE BEGIN
  dir_in=dir
ENDELSE
;stop
;dir_in=getenv('DUSTEM_SOFT_DIR')+'/src/'+dir
;dir_in=!dustem_soft_dir+'/src/'+dir

;reading fortran files to set up !dustem_params
defsysv, '!dustem_kwords', ptr_new()
st_model=dustem_read_all(dir_in,/silent)
!dustem_params=ptr_new(st_model)
Ngrains=(*!dustem_params).Ngrains
needed_keywords=strarr(Ngrains)
;replace dustem keywords requested by the user
IF keyword_set(grain_keywords) THEN BEGIN
  IF n_elements(grain_keywords) NE Ngrains THEN BEGIN
    message,'Grain_keywords provided do not match the number of grains ('+strtrim(Ngrains,2)+') in the model',/continue
    message,'Please provide '+strtrim(Ngrains,2)+' keywords, using ? for those left to their default value',/continue
    stop
  ENDIF ELSE BEGIN
    FOR i=0L,Ngrains-1 DO BEGIN
      IF grain_keywords[i] NE '?' THEN BEGIN
        needed_keywords[i]=grain_keywords[i]
      ENDIF ELSE BEGIN
        needed_keywords[i]=(*!dustem_params).grains(i).TYPE_KEYWORDS
      ENDELSE
    ENDFOR
  ENDELSE
ENDIF ELSE BEGIN
  FOR i=0L,Ngrains-1 DO BEGIN
    needed_keywords[i]=(*!dustem_params).grains(i).TYPE_KEYWORDS
  ENDFOR
ENDELSE
;reading fortran inputs again, but now with replaced keywords
defsysv,'!dustem_kwords', ptr_new(needed_keywords)
st_model=dustem_read_all(dir_in,/silent)
!dustem_params=ptr_new(st_model)
;stop

;=== create dynamical storage if needed
IF not file_test(!dustem_dat,/dir) THEN BEGIN
  ;spawn,'mkdir '+!dustem_dat
  force_mkdir,!dustem_dat
ENDIF
IF not file_test(!dustem_res,/dir) THEN BEGIN
  ;spawn,'mkdir '+!dustem_dat
  force_mkdir,!dustem_dat
ENDIF

;=== remove dynamical storage directories
;=== This is needed for iterative use of DUSTEM from IDL
if not keyword_set(noerase) then begin
  CASE !dustem_which OF
    'VERSTRAETE':BEGIN
      IF file_test(!dustem_dat,/dir) THEN BEGIN
        spawn,'rm -rf '+!dustem_dat+'/les_DAT'
        spawn,'rm -rf '+!dustem_dat+'/les_QABS'
        spawn,'rm -rf '+!dustem_dat+'/les_CAPA'
      ENDIF
      IF file_test(!dustem_res,/dir) THEN BEGIN
        spawn,'rm -rf '+!dustem_res+'/les_RES'
      ENDIF
    END
    'RELEASE':BEGIN 
      IF file_test(!dustem_dat,/dir) THEN BEGIN
        spawn,'rm -rf '+!dustem_dat+'/data'
        spawn,'rm -rf '+!dustem_dat+'/hcap'
        spawn,'rm -rf '+!dustem_dat+'/oprop'
        spawn,'rm -rf '+!dustem_dat+'/out'
        ;spawn,'rm -rf '+!dustem_dat+'/plots' TO BE TESTED. NOT SURE ABOUT WHAT I AM DOING HERE. ASK JP ABOUT THIS
      ENDIF
    END
    ELSE: BEGIN
    END
  ENDCASE

  ;=== create storage directories
  ;=== This is needed for iterative use of DUSTEM from IDL
  CASE !dustem_which OF
    'VERSTRAETE':BEGIN
      IF file_test(!dustem_dat,/dir) THEN BEGIN
        spawn,'mkdir '+!dustem_dat+'/les_DAT'
        spawn,'mkdir '+!dustem_dat+'/les_QABS'
        spawn,'mkdir '+!dustem_dat+'/les_CAPA'
      ENDIF
      IF file_test(!dustem_res,/dir) THEN BEGIN
        spawn,'mkdir '+!dustem_res+'/les_RES'
      ENDIF
    END
    'RELEASE':BEGIN  ; IN CHANGED THIS AS WELL
      IF file_test(!dustem_dat,/dir) THEN BEGIN
        spawn,'mkdir '+!dustem_dat+'/data'
        spawn,'mkdir '+!dustem_dat+'/hcap'
        spawn,'mkdir '+!dustem_dat+'/oprop'
        spawn,'mkdir '+!dustem_dat+'/out'
        ;spawn,'mkdir '+!dustem_dat+'/plots' TO BE TESTED
      ENDIF
    END
    ELSE: BEGIN
    END
  ENDCASE
endif ; /noerase

;=== If needed, test runing the model through the wrapper
IF keyword_set(wraptest) THEN BEGIN
  dir_out=!dustem_dat
  dustem_write_all,st_model,dir_out
  st=dustem_run()
  yr=[1e-14,1.e-6]
  xr=[1,5e3]
  tit='dustem_init wrapper test '+!dustem_model
  xtit=textoidl('\lambda (\mum)')
  ytit=textoidl('\nuI_\nu^{em} (W/m^2/sr for N_H=1.e20 H/cm^2)')
  yr=[1e-11,6.e-7]
  xr=[1,5e3]
  dustem_plot_nuinu_em,st,yr=yr,/ysty,xr=xr,/xsty,/xlog,/ylog,title=tit,xtit=xtit,ytit=ytit
ENDIF

;Initialize filters
dustem_filter_init

the_end: ; of dustem_init
END