;+ ;PROGRAM: get_2dt,funct,get_dat ;INPUT: ; funct: function, function that operates on structures generated ; by get_eesa_surv, get_eesa_burst, etc. ; funct = 'n_2d','j_2d','v_2d','p_2d','t_2d', ; 'vth_2d','ec_2d', or 'je_2d' ; get_dat, a string that defines the 'routine' that returns a 2D or 3D data structure ; if 'probe' keyword set, assumes routine = get_dat ; if 'probe' keyword is not set, assumes routine = 'get_'+ get_dat ; unless get_dat already includes 'get_', in which case routine = get_dat ; for example, get_dat='thc_peir' then routine = 'get_thc_peir' ; for example, get_dat='thm_sst_pser' then routine = 'thm_sst_pser' ; ;KEYWORDS ; T1: real or dbl start time, seconds since 1970 ; T2: real or dbl end time, seconds since 1970 ; ENERGY: fltarr(2), optional, min,max energy range for integration ; ERANGE: fltarr(2), optional, min,max energy bin numbers for integration ; EBINS: bytarr(na), optional, energy bins array for integration ; 0,1=exclude,include, ; na = dat.nenergy ; ANGLE: fltarr(2), optional, min,max pitch angle range for integration ; ARANGE: fltarr(2), optional, min,max angle bin numbers for integration ; BINS: bytarr(nb), optional, angle bins array for integration ; 0,1=exclude,include, ; nb = dat.ntheta ; BINS: bytarr(na,nb), optional, energy/angle bins array for integration ; GAP_TIME: time gap big enough to signify a data gap ; (def 200 sec, 8 sec for FAST) ; NO_DATA: returns 1 if no_data else returns 0 ; NAME: New name of the Data Quantity ; Default: funct+'_'+get_dat ; BKG: A 3d data structure containing the background counts. ; FLOOR: Sets the minimum value of any data point to sqrt(bkg). ; MISSING: value for bad data. ; 0,1=exclude,include ; CALIB: Calib keyword passed on to get_dat -- no longer used ; PROBE: probe keyword passed on to get_dat -- used by themis sst routines ; ;PURPOSE: ; To generate time series data for "tplot.pro" ;NOTES: ; Program names time series data to funct+"_"+get_dat if NAME keyword not set ; See 'tplot_names.pro'. ; ;CREATED BY: ; J.McFadden ;LAST MODIFICATION: 97/03/04 ;MOD HISTORY: ; 97/03/04 T1,T2 keywords added ; 08/07/10 bkg keyword changed to work for Themis ion ESA ; 08/12/31 bkg keyword changed to work for Themis electron sst ; 08/12/31 added probe keyword for themis sst calls ; 09/01/05 changed loop to use index to allow for dat.valid=0 data in stored data ; 09/01/05 calib keyword no longer passed to routine ; 09/04/16 bkg keyword removed for Themis electron sst, assume bkg removal is part of get_th?_pse? ; ;NOTES: ; Current version only works for FAST ;- pro get_2dt,funct,get_dat, $ T1=t1, $ T2=t2, $ ENERGY=en, $ ERANGE=er, $ EBINS=ebins, $ ANGLE=an, $ ARANGE=ar, $ BINS=bins, $ gap_time=gap_time, $ no_data=no_data, $ name = name, $ bkg = bkg, $ missing = missing, $ floor = floor, $ CALIB = calib, $ probe = probe ; Time how long the routine takes ex_start = systime(1) if n_params() lt 2 then begin print,'Wrong Format, Use: get_2dt,funct,get_dat,[t1=t1,t2=t2,...]' return endif n=0l if strlowcase(strmid(get_dat,0,4)) eq 'get_' then begin routine = get_dat get_dat = strlowcase(strmid(get_dat,4,strlen(get_dat))) endif else if keyword_set(probe) then begin routine = get_dat endif else routine = 'get_'+get_dat if keyword_set(probe) then times = call_function(routine,probe=probe,/times) else times = call_function(routine,/times) maxind = n_elements(times)-1 if keyword_set(t1) then tmpmax=min(abs(times-time_double(t1)),idx) else idx=0l if keyword_set(t2) then tmpmax=min(abs(times-time_double(t2)),idxmax) else idxmax=maxind if keyword_set(probe) then begin dat = call_function(routine,t,probe=probe,index=idx) while (dat.valid eq 0 and idx lt idxmax) do begin idx = idx + 1 dat = call_function(routine,t,probe=probe,index=idx) endwhile endif else begin dat = call_function(routine,t,index=idx) while (dat.valid eq 0 and idx lt idxmax) do begin idx = idx + 1 dat = call_function(routine,t,index=idx) endwhile endelse ;if keyword_set(t1) then begin ; t=t1 ; if keyword_set(calib) then dat = call_function(routine,t,CALIB=calib) $ ; else if keyword_set(probe) then dat = call_function(routine,t,probe=probe,index=idx) $ ; else if routine eq 'get_fa_sebs' then dat = call_function(routine,t,/first) $ ; else dat = call_function(routine,t) ;endif else begin ; t = 1000 ; get first sample ; idx=0 ; if keyword_set(calib) then dat = call_function(routine,t,CALIB=calib,/start) $ ; else if keyword_set(probe) then dat = call_function(routine,probe=probe,index=idx) $ ; else if routine eq 'get_fa_sebs' then dat = call_function(routine,t,/first) $ ; else dat = call_function(routine,t,/start) ;endelse ;if dat.valid eq 0 then begin no_data = 1 & return & end $ ;else no_data = 0 ytitle = funct+"_"+get_dat last_time = (dat.time+dat.end_time)/2. default_gap_time = 200 if dat.project_name eq 'FAST' then default_gap_time = 8. if dat.project_name eq 'THEMIS I&T' then default_gap_time = 50. if strupcase(strmid(dat.project_name,0,6)) eq 'THEMIS' then default_gap_time = 13. if not keyword_set(gap_time) then gap_time = default_gap_time maxpts = idxmax-idx+1000 < 300000l ; this limits a tplot str to < 10 days time = dblarr(maxpts) sum = call_function(funct,dat,ENERGY=en,ERANGE=er,EBINS=ebins,ANGLE=an,ARANGE=ar,BINS=bins) nargs = n_elements(sum) data = fltarr(maxpts,nargs) if not keyword_set(missing) then missing = !values.f_nan ;while (dat.valid ne 0) and (n lt maxpts) do begin while (idx lt idxmax) and (n lt maxpts) do begin if (dat.valid eq 1) then begin if abs((dat.time+dat.end_time)/2.-last_time) ge gap_time then begin if n ge 2 then dbadtime = time(n-1) - time(n-2) else dbadtime = gap_time/2. time(n) = (last_time) + dbadtime data(n,*) = missing n=n+1 if (dat.time+dat.end_time)/2. gt time(n-1) + gap_time then begin time(n) = (dat.time+dat.end_time)/2. - dbadtime data(n,*) = missing n=n+1 endif endif if keyword_set(bkg) then begin ; sub3d requires bkg to be the subtraction array -- sub3d is a general routine and works similar to the pse routine if ndimen(bkg) ne 0 then dat = sub3d(dat,bkg) $ ; else if dat.UNITS_PROCEDURE eq 'thm_convert_esa_units' then dat=thm_esa_bgnd_sub(dat) $ ; old routine else if dat.UNITS_PROCEDURE eq 'thm_convert_esa_units' and dat.charge gt 0. then dat=thm_pei_bkg_sub(dat) $ else if dat.UNITS_PROCEDURE eq 'thm_convert_esa_units' and dat.charge lt 0. then dat=thm_pee_bkg_sub(dat) ; else if dat.UNITS_PROCEDURE eq 'thm_sst_convert_units' then dat=thm_pse_bkg_sub(dat) ; this is now part of get_routine endif sum = call_function(funct,dat,ENERGY=en,ERANGE=er,EBINS=ebins,ANGLE=an,ARANGE=ar,BINS=bins) data(n,*) = sum time(n) = (dat.time+dat.end_time)/2. last_time = time(n) n = n+1 endif else begin print,'Invalid packet, dat.valid ne 1, at: ',time_to_str(dat.time) endelse idx=idx+1 if keyword_set(probe) then dat = call_function(routine,t,probe=probe,index=idx) else dat = call_function(routine,t,index=idx) ; if keyword_set(probe) then idx=idx+1 ; if keyword_set(calib) then dat = call_function(routine,t,CALIB=calib,/ad) $ ; else if keyword_set(probe) then dat = call_function(routine,probe=probe,index=idx) $ ; else dat = call_function(routine,t,/ad) ; if dat.valid ne 0 then if dat.time gt tmax then dat.valid=0 endwhile if not keyword_set(name) then name=ytitle else ytitle=name data = data(0l:n-1,*) time = time(0l:n-1) if keyword_set(t1) then begin ind=where(time ge t1) time=time(ind) data=data(ind,*) endif if keyword_set(t2) then begin ind=where(time le t2) time=time(ind) data=data(ind,*) endif datastr = {x:time,y:data,ytitle:ytitle} store_data,name,data=datastr ex_time = systime(1) - ex_start message,string(ex_time)+' seconds execution time.',/cont,/info print,'Number of data points = ',n return end