FUNCTION dustem_compute_stokes,p_dim,st,dustem_qsed,dustem_used,Q_spec,U_spec,PSI_spec,dustem_psi_em,out_st=out_st,_extra=extra

;+
; NAME:
;    dustem_compute_stokes
; PURPOSE:
;    Provides Stokes Q and Stokes U dustem spectra and wrapper SEDs 
; CATEGORY:
;    Dustem
; CALLING SEQUENCE:
;    out=dustem_compute_polsed(p_dim[,st=][,_extra=][,/help])
; INPUTS:
;    p_dim      = parameter values
; OPTIONAL INPUT PARAMETERS:
;    stp        = Dustem structure
; OUTPUTS:
;    sed         : computed SED for filters in !dustem_data
;    dustem_qsed : SED in Q
;    dustem_used : SED in U
; OPTIONAL OUTPUT PARAMETERS:
;    stp        = Dustem output structure
; ACCEPTED KEY-WORDS:
;    help      = If set, print this help
; COMMON BLOCKS:
;    None
; SIDE EFFECTS:
;    None
; RESTRICTIONS:
;    The dustem idl wrapper must be installed
; PROCEDURE:
;    None
; EXAMPLES
;    
; MODIFICATION HISTORY:
;    Written by J.-Ph. Bernard
;    see evolution details on the dustem cvs maintained at CESR
;    Contact J.-Ph. Bernard (Jean-Philippe.Bernard@cesr.fr) in case of problems.

IF keyword_set(help) THEN BEGIN
    doc_library,'dustem_compute_stokes'
    out=0.
    goto,the_end
ENDIF

IF not keyword_set(st) THEN BEGIN
    dustem_activate_plugins,p_dim/(*(*!dustem_fit).param_init_values),st
    ;st=dustem_run(p_dim)
ENDIF

out=0.

If keyword_set(result) THEN result=st

fact = 1.e4*(*!dustem_HCD)/(4.*!pi)/(3.e8/1.e-6/(st.polsed).wav)*1.e20/1.e7
stI = st.sed.em_tot * fact    ;This is Total intensity I
P = st.polsed.em_tot * fact   ;This is Polarized intensity P

Nwaves=(size(stI))[1]

frac=P/stI
tes=where(finite(frac) eq 0)
frac(tes)=0.

scopes=tag_names((*!dustem_plugin))
IF scopes[0] NE 'NONE' THEN BEGIN
  FOR i=0L,n_tags(*!dustem_plugin)-1 DO BEGIN   
      
      IF total(strsplit((*(*!dustem_plugin).(i).scope),'+',/extract) EQ 'REPLACE_POLSED') THEN BEGIN
          
          Q_spec = (*(*!dustem_plugin).(i).spec)[*,1]
          U_spec = (*(*!dustem_plugin).(i).spec)[*,2]
          
      ENDIF 

  ENDFOR    
  
ENDIF

  IF ~isa(Q_spec) && ~isa(U_spec) THEN BEGIN
      polar_ippsi2iqu,stI,Q_spec,U_spec,frac,replicate(!dustem_psi,Nwaves);     
  ENDIF    

IF scopes[0] NE 'NONE' THEN BEGIN          
  FOR i=0L,n_tags(*!dustem_plugin)-1 DO BEGIN
      
      IF total(strsplit((*(*!dustem_plugin).(i).scope),'+',/extract) EQ 'ADD_POLSED') THEN BEGIN
          
          Q_spec+=(*(*!dustem_plugin).(i).spec)[*,1]
          U_spec+=(*(*!dustem_plugin).(i).spec)[*,2]
          
      
      ENDIF

  ENDFOR

ENDIF
;-----------------------------------------
ind=where(finite(U_spec) NE 1 OR finite(Q_spec) NE 1,count)
IF count NE 0 THEN BEGIN
  message,'Q or U is NaN',/continue
  stop
ENDIF

;Hard-coded block so that atan(U,Q) does not return wrong values when Q eq -0
testnzero = where(Q_spec EQ -0., ct_nzero)
if ct_nzero ne 0 then Q_spec[testnzero] = 0
testnzero = where(U_spec EQ -0., ct_nzero)
if ct_nzero ne 0 then U_spec[testnzero] = 0


PSI_spec = 0.5*atan(U_spec,Q_spec)/!dtor
;polar_iqu2ippsi,stI,Q_spec,U_spec,p_bidon,PSI_spec ;same but this line runs several commands for each iteration of this current procedure

;INITIALIZING THE STOKES SEDS
dustem_qsed = (*(*!dustem_data).qsed).values * 0.
dustem_used = (*(*!dustem_data).used).values * 0.

if not isarray(stI) THEN stop ; I don't get this test. It is unnecessary.

;Performing color corrections on the dustem spectra and generating the SEDs at the given filters 

IF !dustem_do_cc NE 0 AND !dustem_never_do_cc EQ 0 THEN BEGIN
    message,'DOING color correction calculations',/info
ENDIF ELSE BEGIN
    message,'SKIPPING color correction calculations',/info
ENDELSE

ind_qsed=where((*(*!dustem_data).qsed).filt_names NE 'SPECTRUM',count_qsed)
ind_used=where((*(*!dustem_data).used).filt_names NE 'SPECTRUM',count_used)
  
  
IF count_qsed NE 0 THEN BEGIN 
  filter_names=((*(*!dustem_data).qsed).filt_names)[ind_qsed]
  if isa(dustem_qsed) then begin 
    sqsed=dustem_cc(st.polsed.wav,Q_spec,filter_names,cc=cc)
    dustem_qsed[ind_qsed]=sqsed
  endif
ENDIF

IF count_used NE 0 THEN BEGIN
  filter_names=((*(*!dustem_data).used).filt_names)[ind_used]
  if isa(dustem_used) then begin
    sused=dustem_cc(st.polsed.wav,U_spec,filter_names,cc=cc)
    dustem_used[ind_used]=sused
  endif
ENDIF


;For spectrum data points, interpolate in log-logdustem_compute_stokes.pro
;Linear interpolation leads to wrong values, in particular where few
;wavelengths points exist in the model (long wavelengths).

ind_qspec=where((*(*!dustem_data).qsed).filt_names EQ 'SPECTRUM',count_qspec)
ind_uspec=where((*(*!dustem_data).used).filt_names EQ 'SPECTRUM',count_uspec)

IF count_qspec NE 0 THEN BEGIN
  if isa(dustem_qsed) then dustem_qsed[ind_qspec]=interpol(Q_spec,st.polsed.wav,(((*(*!dustem_data).qsed).wav)[ind_qspec]))  
ENDIF

IF count_uspec NE 0 THEN BEGIN
  if isa(dustem_used) then dustem_used[ind_uspec]=interpol(U_spec,st.polsed.wav,(((*(*!dustem_data).used).wav)[ind_uspec]))
ENDIF

out_st=st

;generating interpolates for Psi_em
dustem_psi_em = 0.5*atan(dustem_used,dustem_qsed)/!dtor

;stop

;clean pointers
heap_gc

the_end:

RETURN,out

END