From 0b62eefc886035229f778ac01e5725c246c41aa3 Mon Sep 17 00:00:00 2001 From: TheSkyentist Date: Wed, 26 Jan 2022 22:02:11 -0700 Subject: [PATCH 1/3] New Additional Components Testing Methods --- gelato/AdditionalComponents.py | 4 ++-- gelato/Concatenate.py | 2 +- gelato/FittingModel.py | 8 ++++---- 3 files changed, 7 insertions(+), 7 deletions(-) diff --git a/gelato/AdditionalComponents.py b/gelato/AdditionalComponents.py index 2a6e5aa..7e0f2dc 100644 --- a/gelato/AdditionalComponents.py +++ b/gelato/AdditionalComponents.py @@ -49,7 +49,7 @@ def AddComponent(flag, line, spectrum, prefix): # Reassign Flux Bounds Fbound = 1.5*x0[1]*model.Dispersion_bounds[1]/oldMaxDispersion - model.Flux_bounds = (-Fbound,Fbound) + model.Flux_bounds = (0,Fbound) # Reassign Redshift bounds model.Redshift_bounds = (C*(spectrum.z-0.002),C*(spectrum.z+0.002)) @@ -70,7 +70,7 @@ def AddComponent(flag, line, spectrum, prefix): # Reassign Flux Bounds Fbound = 1.5*x0[1]*model.Dispersion_bounds[1]/oldMaxDispersion - model.Flux_bounds = (-Fbound,Fbound) + model.Flux_bounds = (0,Fbound) # Reassign Redshift bounds and starting guess model.Redshift_bounds = (C*(spectrum.z-0.0025),C*(spectrum.z+0.001)) diff --git a/gelato/Concatenate.py b/gelato/Concatenate.py index 0c791dc..0fd842b 100644 --- a/gelato/Concatenate.py +++ b/gelato/Concatenate.py @@ -37,7 +37,7 @@ def concatfromresults(p,objects): for spath in spaths: # Load name and parameters - name = path.split(spath)[-1].replace('.fits','') + name = path.split(spath)[-1] spath = path.join(p['OutFolder'],name+'-results.fits') if not path.exists(spath): continue # If doesn't exist, continue diff --git a/gelato/FittingModel.py b/gelato/FittingModel.py index a6cf5d4..bce0b3c 100644 --- a/gelato/FittingModel.py +++ b/gelato/FittingModel.py @@ -122,10 +122,10 @@ def FitComponents(spectrum,cont,cont_x,emis,emis_x): diff = np.setdiff1d(model_pnames,base_model.get_names(),assume_unique=True) # Reject component if we hit limits - mask = fit.active_mask - if model.constrained: mask = model.expand(mask) - if np.logical_or.reduce([mask[model_pnames.index(d)] for d in diff]): - continue + # mask = fit.active_mask + # if model.constrained: mask = model.expand(mask) + # if np.logical_or.reduce([mask[model_pnames.index(d)] for d in diff]): + # continue # Perform F-test if not MC.FTest(base_model,base_fit,model,fit.x,spectrum,args): From f3ab39640f7f11926bd889c0484627e4c3eabd70 Mon Sep 17 00:00:00 2001 From: TheSkyentist Date: Thu, 27 Jan 2022 09:36:40 -0700 Subject: [PATCH 2/3] Trying out new modes --- Convenience/run_GELATO.py | 61 +++++++++++++++++++++++++++++++++++++++ gelato/Concatenate.py | 10 +++++-- gelato/EquivalentWidth.py | 15 ++++++++-- gelato/Plotting.py | 22 ++++++++++++-- gelato/gelato.py | 8 ++++- 5 files changed, 107 insertions(+), 9 deletions(-) create mode 100755 Convenience/run_GELATO.py diff --git a/Convenience/run_GELATO.py b/Convenience/run_GELATO.py new file mode 100755 index 0000000..90360b9 --- /dev/null +++ b/Convenience/run_GELATO.py @@ -0,0 +1,61 @@ +#! /usr/bin/env python + +""" Wrapper for mulitple gelato runs """ + +# Packages +import os +import copy +import argparse +import numpy as np +from pathlib import Path +from astropy.table import Table + +# gelato supporting files +import gelato +import gelato.ConstructParams as CP + +# Main Function +if __name__ == "__main__": + + ## Parse Arguements to find Parameter File ## + parser = argparse.ArgumentParser() + parser.add_argument('Parameters', type=str, help='Path to parameters file') + + + parser.add_argument('ObjectList', type=str, help='Path to object list with paths to spectra and their redshifts.') + args = parser.parse_args() + p = CP.construct(args.Parameters) + ## Parse Arguements to find Parameter File ## + + ## Create Directory for Output + if not os.path.exists(p["OutFolder"]): + Path(p["OutFolder"]).mkdir(parents=True) + + if p['Verbose']: + now = gelato.header() + + ## Assemble Objects + objects = gelato.loadObjects(args.ObjectList) + ## Assemble Objects + + ## Run gelato ## + if p['NProcess'] > 1: # Mutlithread + import multiprocessing as mp + pool = mp.Pool(processes=p['NProcess']) + inputs = [(copy.deepcopy(args.Parameters),o['Path'],o['z']) for o in objects] + pool.starmap(gelato.gelato, inputs) + pool.close() + pool.join() + else: # Single Thread + for o in objects: + gelato.gelato(copy.deepcopy(args.Parameters),o['Path'],o['z']) + ## Run gelato ## + + ## Concatenate Results ## + if p['Concatenate']: + import gelato.Concatenate as C + C.concatfromresults(p,objects) + ## Concatenate Results ## + + if p['Verbose']: + gelato.footer(now) \ No newline at end of file diff --git a/gelato/Concatenate.py b/gelato/Concatenate.py index 0fd842b..695a475 100644 --- a/gelato/Concatenate.py +++ b/gelato/Concatenate.py @@ -36,9 +36,15 @@ def concatfromresults(p,objects): # Iterate over results for spath in spaths: - # Load name and parameters + # Load name, output file, and parameters name = path.split(spath)[-1] - spath = path.join(p['OutFolder'],name+'-results.fits') + if (name[-5:] == '.fits'): + spath = name[:-5]+'-results.fits' + elif (name[-8:] == '.fits.gz'): + spath = name[:-8]+'-results.fits' + else: + spath = name+'-results.fits' + spath = path.join(p['OutFolder'],spath) if not path.exists(spath): continue # If doesn't exist, continue parameters = fits.getdata(spath,'PARAMS') diff --git a/gelato/EquivalentWidth.py b/gelato/EquivalentWidth.py index 1528a54..836a30f 100644 --- a/gelato/EquivalentWidth.py +++ b/gelato/EquivalentWidth.py @@ -68,10 +68,19 @@ def EWfromresults(params,fpath,z): ## Load in Spectrum ## spectrum = SC.Spectrum(fpath,z,params) + # Get just the final bit of the path + fpath = path.split(fpath)[-1] + if spectrum.regions != []: # Load name and parameters - fname = path.join(params['OutFolder'],path.split(fpath)[-1].replace('.fits','')+'-results.fits') + if (fpath[-5:] == '.fits'): + fname = fpath[:-5]+'-results.fits' + elif (fpath[-8:] == '.fits.gz'): + fname = fpath[:-8]+'-results.fits' + else: + fname = fpath+'-results.fits' + fname = path.join(params['OutFolder'],fname) results = fits.open(fname) parameters = Table(results['PARAMS'].data) pnames = parameters.colnames @@ -84,7 +93,7 @@ def EWfromresults(params,fpath,z): for n in pnames: if 'EW' in n: if not params['Overwrite']: - print('Texture already measured:',path.split(fpath)[-1]) + print('Texture already measured:',fpath) return else: parameters = parameters[[n for n in pnames if not ('EW' in n)]] @@ -115,4 +124,4 @@ def EWfromresults(params,fpath,z): results.writeto(fname,overwrite=True) if params["Verbose"]: - print("Texture measured:",path.split(fpath)[-1]) \ No newline at end of file + print("Texture measured:",fpath) \ No newline at end of file diff --git a/gelato/Plotting.py b/gelato/Plotting.py index 86da708..b860cab 100644 --- a/gelato/Plotting.py +++ b/gelato/Plotting.py @@ -32,7 +32,13 @@ def PlotFig(spectrum,model,parameters,fpath,plottype=0): medians = np.median(parameters,0) # Make figure name - figname = path.split(fpath)[-1].replace('.fits','')+'-' + fpath = path.split(fpath)[-1] + if (fpath[-5:] == '.fits'): + figname = fpath[:-5]+'-' + elif (fpath[-8:] == '.fits.gz'): + figname = fpath[:-8]+'-' + else: + figname = fpath+'-' if plottype == 0: figname += 'spec' elif plottype == 1: @@ -235,8 +241,18 @@ def plotfromresults(params,fpath,z): ## Load in Spectrum ## spectrum = SC.Spectrum(fpath,z,params) + # Get just the final bit of the path + fpath = path.split(fpath)[-1] + ## Load Results ## - fname = path.join(params['OutFolder'],path.split(fpath)[-1].replace('.fits','')+'-results.fits') + if (fpath[-5:] == '.fits'): + fname = fpath[:-5]+'-results.fits' + elif (fpath[-8:] == '.fits.gz'): + fname = fpath[:-8]+'-results.fits' + else: + fname = fpath+'-results.fits' + fname = path.join(params['OutFolder'],fname) + print(fname) parameters = fits.getdata(fname,'PARAMS') pnames = [n for n in parameters.columns.names if not (('EW' in n) or ('RAmp' in n) or ('PowerLaw_Scale' == n))][:-1] ps = np.array([parameters[n] for n in pnames]).T @@ -272,4 +288,4 @@ def plotfromresults(params,fpath,z): PlotFig(spectrum,model,ps,fpath) if params["Verbose"]: - print("GELATO presented:",fpath.split('/')[-1]) \ No newline at end of file + print("GELATO presented:",fpath) \ No newline at end of file diff --git a/gelato/gelato.py b/gelato/gelato.py index e126129..9ec79a8 100644 --- a/gelato/gelato.py +++ b/gelato/gelato.py @@ -181,7 +181,13 @@ def gelato(params,spath,z): parameters.add_column(model.models[1].Center*np.ones(len(parameters)),index=parameters.colnames.index('PowerLaw_Index')+1,name='PowerLaw_Scale') hdul.append(fits.BinTableHDU(parameters)) hdul[-1].name = 'PARAMS' - fits.HDUList(hdul).writeto(path.join(params["OutFolder"],name.replace(".fits","-results.fits")),overwrite=True) + if (name[-5:] == '.fits'): + outname = name[:-5]+'-results.fits' + elif (name[-8:] == '.fits.gz'): + outname = name[:-8]+'-results.fits' + else: + outname = name+'-results.fits' + fits.HDUList(hdul).writeto(path.join(params["OutFolder"],outname),overwrite=True) if params["Verbose"]: print("Results freezed:",name) From 2a617549f0b999e7af771c38e60986638bb6b918 Mon Sep 17 00:00:00 2001 From: TheSkyentist Date: Thu, 27 Jan 2022 15:58:20 -0700 Subject: [PATCH 3/3] New Convinience Functions and Improved Additional Component Detection --- Convenience/Concat_from_results.py | 28 ----- Convenience/EW_from_results.py | 54 -------- Convenience/Plot_from_results.py | 48 ------- Convenience/concatResults.py | 31 +++++ Convenience/ewResults.py | 42 +++++++ .../{params_to_tex.py => paramsToTeX.py} | 3 +- Convenience/plotResults.py | 42 +++++++ Convenience/runGELATO.py | 61 +++++++++ Convenience/run_GELATO.py | 61 --------- Convenience/run_GELATO_multi.py | 59 --------- Convenience/run_GELATO_single.py | 39 ------ Example/Comparison/GELATO-results.fits | 27 ++-- .../Comparison/spec-0280-51612-0117-comp.pdf | Bin 200964 -> 200941 bytes .../Comparison/spec-0280-51612-0117-fit.pdf | Bin 197480 -> 197462 bytes .../spec-0280-51612-0117-results.fits | Bin 334080 -> 336960 bytes .../Comparison/spec-0280-51612-0117-spec.pdf | Bin 244537 -> 244617 bytes .../Comparison/spec-0295-51585-0596-comp.pdf | Bin 197892 -> 196089 bytes .../Comparison/spec-0295-51585-0596-fit.pdf | Bin 198369 -> 194929 bytes .../spec-0295-51585-0596-results.fits | Bin 319680 -> 319680 bytes .../Comparison/spec-0295-51585-0596-spec.pdf | Bin 255552 -> 256227 bytes .../Comparison/spec-1599-53089-0469-comp.pdf | Bin 208163 -> 208203 bytes .../Comparison/spec-1599-53089-0469-fit.pdf | Bin 204025 -> 204185 bytes .../spec-1599-53089-0469-results.fits | Bin 319680 -> 319680 bytes .../Comparison/spec-1599-53089-0469-spec.pdf | Bin 271866 -> 271870 bytes README.md | 119 ++++++++++-------- gelato/Concatenate.py | 5 +- gelato/CustomModels.py | 2 + gelato/EquivalentWidth.py | 9 +- gelato/FittingModel.py | 17 +-- gelato/Plotting.py | 18 +-- gelato/Utility.py | 79 ++++++++++++ gelato/__init__.py | 17 ++- gelato/gelato.py | 43 +------ setup.py | 4 +- 34 files changed, 376 insertions(+), 432 deletions(-) delete mode 100755 Convenience/Concat_from_results.py delete mode 100755 Convenience/EW_from_results.py delete mode 100755 Convenience/Plot_from_results.py create mode 100755 Convenience/concatResults.py create mode 100755 Convenience/ewResults.py rename Convenience/{params_to_tex.py => paramsToTeX.py} (98%) create mode 100755 Convenience/plotResults.py create mode 100755 Convenience/runGELATO.py delete mode 100755 Convenience/run_GELATO.py delete mode 100755 Convenience/run_GELATO_multi.py delete mode 100755 Convenience/run_GELATO_single.py create mode 100644 gelato/Utility.py diff --git a/Convenience/Concat_from_results.py b/Convenience/Concat_from_results.py deleted file mode 100755 index e79c79a..0000000 --- a/Convenience/Concat_from_results.py +++ /dev/null @@ -1,28 +0,0 @@ -#! /usr/bin/env python - -""" Convinience Function to Concatenate Results """ - -# Packages -import argparse -import numpy as np -from astropy.table import Table - -# GELATO -import gelato -import gelato.Concatenate as C -import gelato.ConstructParams as CP - -## Parse Arguements ## -parser = argparse.ArgumentParser() -parser.add_argument('Parameters', type=str, help='Path to parameters file') -parser.add_argument('ObjectList', type=str, help='Path to object list with paths to spectra and their redshifts.') -args = parser.parse_args() -p = CP.construct(args.Parameters) -## Parse Arguements - -## Assemble Objects -objects = gelato.loadObjects(args.ObjectList) -## Assemble Objects - -## Concatenate Results -C.concatfromresults(p,objects) \ No newline at end of file diff --git a/Convenience/EW_from_results.py b/Convenience/EW_from_results.py deleted file mode 100755 index a9fa2d9..0000000 --- a/Convenience/EW_from_results.py +++ /dev/null @@ -1,54 +0,0 @@ -#! /usr/bin/env python - -""" Convinience Function to Generate Rest Equivalent Widths """ - -# Packages -import sys -import copy -import argparse -import numpy as np -from astropy.table import Table - -# GELATO -import gelato.ConstructParams as CP -import gelato.EquivalentWidth as EW - -## Parse Arguements to find Parameter File ## -parser = argparse.ArgumentParser() -parser.add_argument('Parameters', type=str, help='Path to parameters file') -parser.add_argument('--ObjectList', type=str, help='Path to object list with paths to spectra and their redshifts.') -parser.add_argument('--Spectrum', type=str, help='Path to spectrum.') -parser.add_argument('--Redshift', type=float, help='Redshift of object') -args = parser.parse_args() -p = CP.construct(args.Parameters) -## Parse Arguements to find Parameter File ## - -# Check if we are doing single or multi -single = args.Spectrum != None and args.Redshift != None -multi = args.ObjectList != None - -if single == multi: - print('Specify either Object List XOR Spectrum and Redshift.') - print('Both or neither were entered.') -elif single: # One EW - EW.EWfromresults(p, args.Spectrum, args.Redshift) -elif multi: # Many EW - ## Assemble Objects - if args.ObjectList.endswith('.csv'): - objects = np.atleast_1d(np.genfromtxt(args.ObjectList,delimiter=',',dtype=['U100',np.float_],names=['Path','z'])) - elif args.ObjectList.endswith('.fits'): - objects = Table.read(args.ObjectList) - objects.convert_bytestring_to_unicode() - objects = np.atleast_1d(objects) - else: - print('Object list not .csv or .fits.') - ## Assemble Objects - if p['NProcess'] > 1: # Mutlithread - import multiprocessing as mp - pool = mp.Pool(processes=p['NProcess']) - inputs = [(copy.deepcopy(p),o['Path'],o['z']) for o in objects] - pool.starmap(EW.EWfromresults, inputs) - pool.close() - pool.join() - else: # Single Thread - for o in objects: EW.EWfromresults(copy.deepcopy(p),o['Path'],o['z']) \ No newline at end of file diff --git a/Convenience/Plot_from_results.py b/Convenience/Plot_from_results.py deleted file mode 100755 index ffa4e7f..0000000 --- a/Convenience/Plot_from_results.py +++ /dev/null @@ -1,48 +0,0 @@ -#! /usr/bin/env python - -""" Convinience Function for Plotting """ - -# Packages -import sys -import copy -import argparse -import numpy as np -from astropy.table import Table - -# GELATO -import gelato -import gelato.Plotting as P -import gelato.ConstructParams as CP - -## Parse Arguements to find Parameter File ## -parser = argparse.ArgumentParser() -parser.add_argument('Parameters', type=str, help='Path to parameters file') -parser.add_argument('--ObjectList', type=str, help='Path to object list with paths to spectra and their redshifts.') -parser.add_argument('--Spectrum', type=str, help='Path to spectrum.') -parser.add_argument('--Redshift', type=float, help='Redshift of object') -args = parser.parse_args() -p = CP.construct(args.Parameters) -## Parse Arguements to find Parameter File ## - -# Check if we are doing single or multi -single = args.Spectrum != None and args.Redshift != None -multi = args.ObjectList != None - -if single == multi: - print('Specify either Object List XOR Spectrum and Redshift.') - print('Both or neither were entered.') -elif single: # One Plot - P.plotfromresults(p, args.Spectrum, args.Redshift) -elif multi: # Many plots - ## Assemble Objects - objects = gelato.loadObjects(args.ObjectList) - ## Assemble Objects - if p['NProcess'] > 1: # Mutlithread - import multiprocessing as mp - pool = mp.Pool(processes=p['NProcess']) - inputs = [(copy.deepcopy(p),o['Path'],o['z']) for o in objects] - pool.starmap(P.plotfromresults, inputs) - pool.close() - pool.join() - else: # Single Thread - for o in objects: P.plotfromresults(copy.deepcopy(p),o['Path'],o['z']) \ No newline at end of file diff --git a/Convenience/concatResults.py b/Convenience/concatResults.py new file mode 100755 index 0000000..bdea8ac --- /dev/null +++ b/Convenience/concatResults.py @@ -0,0 +1,31 @@ +#! /usr/bin/env python + +""" Convinience Function to Concatenate Results """ + +# Packages +import argparse +import numpy as np +from astropy.table import Table + +# GELATO +import gelato.Utility as U +import gelato.Concatenate as C +import gelato.ConstructParams as CP + +# Main Function +if __name__ == "__main__": + + # Parse Arguement + args = U.parseArgs() + + # Parameters + p = CP.construct(args.Parameters) + + # Assemble Objects + if args.single: # Single Mode + objects = Table([[args.Spectrum],[args.Redshift]],names=('Path','z')) + else: # Multi Mode + objects = U.loadObjects(args.ObjectList) + + ##Concatenate Results + C.concatfromresults(p,objects) \ No newline at end of file diff --git a/Convenience/ewResults.py b/Convenience/ewResults.py new file mode 100755 index 0000000..7c86fc6 --- /dev/null +++ b/Convenience/ewResults.py @@ -0,0 +1,42 @@ +#! /usr/bin/env python + +""" Convinience Function to Generate Rest Equivalent Widths """ + +# Packages +import copy + +# GELATO +import gelato.Utility as U +import gelato.ConstructParams as CP +import gelato.EquivalentWidth as EW + +# Main Function +if __name__ == "__main__": + + # Parse Arguement + args = U.parseArgs() + + # Parameters + p = CP.construct(args.Parameters) + + # Single Mode + if args.single: + + EW.EWfromresults(p, args.Spectrum, args.Redshift) + + # Multi Mode + else: + + ## Assemble Objects + objects = U.loadObjects(args.ObjectList) + + # EWs + if p['NProcess'] > 1: # Mutlithread + import multiprocessing as mp + pool = mp.Pool(processes=p['NProcess']) + inputs = [(copy.deepcopy(p),o['Path'],o['z']) for o in objects] + pool.starmap(EW.EWfromresults, inputs) + pool.close() + pool.join() + else: # Single Thread + for o in objects: EW.EWfromresults(copy.deepcopy(p),o['Path'],o['z']) \ No newline at end of file diff --git a/Convenience/params_to_tex.py b/Convenience/paramsToTeX.py similarity index 98% rename from Convenience/params_to_tex.py rename to Convenience/paramsToTeX.py index 32ebf27..b172f08 100755 --- a/Convenience/params_to_tex.py +++ b/Convenience/paramsToTeX.py @@ -3,7 +3,6 @@ """ Turn parameter file into LaTeX table """ # Packages -import copy import argparse # gelato supporting files @@ -34,7 +33,7 @@ def TeX(params): tex += 5*' & '+' & '.join(['\multirow{1}{*}{'+x+'}' for x in [group['Name'],slashbool(group['TieRedshift']),slashbool(group['TieDispersion'])]]) tex += '\\\\\n' if i < len(params['EmissionGroups']): - tex += '\cline{0-6}\n' + tex += '\cline{0-7}\n' # Multirow for j,species in enumerate(group['Species']): diff --git a/Convenience/plotResults.py b/Convenience/plotResults.py new file mode 100755 index 0000000..c28b649 --- /dev/null +++ b/Convenience/plotResults.py @@ -0,0 +1,42 @@ +#! /usr/bin/env python + +""" Convinience Function for Plotting """ + +# Packages +import copy + +# GELATO +import gelato.Utility as U +import gelato.Plotting as P +import gelato.ConstructParams as CP + +# Main Function +if __name__ == "__main__": + + # Parse Arguement + args = U.parseArgs() + + # Parameters + p = CP.construct(args.Parameters) + + # Single Mode + if args.single: + + P.plotfromresults(p, args.Spectrum, args.Redshift) + + # Multi Mode + else: + + # Assemble Objects + objects = U.loadObjects(args.ObjectList) + + # Plot + if p['NProcess'] > 1: # Mutlithread + import multiprocessing as mp + pool = mp.Pool(processes=p['NProcess']) + inputs = [(copy.deepcopy(p),o['Path'],o['z']) for o in objects] + pool.starmap(P.plotfromresults, inputs) + pool.close() + pool.join() + else: # Single Thread + for o in objects: P.plotfromresults(copy.deepcopy(p),o['Path'],o['z']) \ No newline at end of file diff --git a/Convenience/runGELATO.py b/Convenience/runGELATO.py new file mode 100755 index 0000000..8634c93 --- /dev/null +++ b/Convenience/runGELATO.py @@ -0,0 +1,61 @@ +#! /usr/bin/env python + +""" Wrapper for mulitple gelato runs """ + +# Packages +import os +import copy +from pathlib import Path + +# GELATO +import gelato +import gelato.Utility as U +import gelato.ConstructParams as CP + +# Main Function +if __name__ == "__main__": + + # Parse Arguement + args = U.parseArgs() + + # Parameters + p = CP.construct(args.Parameters) + + ## Create Directory for Output + if not os.path.exists(p["OutFolder"]): + Path(p["OutFolder"]).mkdir(parents=True) + + if p['Verbose']: + now = U.header() + + # Single Mode + if args.single: + + gelato.gelato(args.Parameters, args.Spectrum, args.Redshift) + + # Multi Mode + else: + + # Assemble Objects + objects = U.loadObjects(args.ObjectList) + + ## Run gelato ## + if p['NProcess'] > 1: # Mutlithread + import multiprocessing as mp + pool = mp.Pool(processes=p['NProcess']) + inputs = [(copy.deepcopy(args.Parameters),o['Path'],o['z']) for o in objects] + pool.starmap(gelato.gelato, inputs) + pool.close() + pool.join() + else: # Single Thread + for o in objects: + gelato.gelato(copy.deepcopy(args.Parameters),o['Path'],o['z']) + ## Run gelato ## + + # Concatenate Results + if p['Concatenate']: + import gelato.Concatenate as C + C.concatfromresults(p,objects) + + if p['Verbose']: + U.footer(now) \ No newline at end of file diff --git a/Convenience/run_GELATO.py b/Convenience/run_GELATO.py deleted file mode 100755 index 90360b9..0000000 --- a/Convenience/run_GELATO.py +++ /dev/null @@ -1,61 +0,0 @@ -#! /usr/bin/env python - -""" Wrapper for mulitple gelato runs """ - -# Packages -import os -import copy -import argparse -import numpy as np -from pathlib import Path -from astropy.table import Table - -# gelato supporting files -import gelato -import gelato.ConstructParams as CP - -# Main Function -if __name__ == "__main__": - - ## Parse Arguements to find Parameter File ## - parser = argparse.ArgumentParser() - parser.add_argument('Parameters', type=str, help='Path to parameters file') - - - parser.add_argument('ObjectList', type=str, help='Path to object list with paths to spectra and their redshifts.') - args = parser.parse_args() - p = CP.construct(args.Parameters) - ## Parse Arguements to find Parameter File ## - - ## Create Directory for Output - if not os.path.exists(p["OutFolder"]): - Path(p["OutFolder"]).mkdir(parents=True) - - if p['Verbose']: - now = gelato.header() - - ## Assemble Objects - objects = gelato.loadObjects(args.ObjectList) - ## Assemble Objects - - ## Run gelato ## - if p['NProcess'] > 1: # Mutlithread - import multiprocessing as mp - pool = mp.Pool(processes=p['NProcess']) - inputs = [(copy.deepcopy(args.Parameters),o['Path'],o['z']) for o in objects] - pool.starmap(gelato.gelato, inputs) - pool.close() - pool.join() - else: # Single Thread - for o in objects: - gelato.gelato(copy.deepcopy(args.Parameters),o['Path'],o['z']) - ## Run gelato ## - - ## Concatenate Results ## - if p['Concatenate']: - import gelato.Concatenate as C - C.concatfromresults(p,objects) - ## Concatenate Results ## - - if p['Verbose']: - gelato.footer(now) \ No newline at end of file diff --git a/Convenience/run_GELATO_multi.py b/Convenience/run_GELATO_multi.py deleted file mode 100755 index 6060878..0000000 --- a/Convenience/run_GELATO_multi.py +++ /dev/null @@ -1,59 +0,0 @@ -#! /usr/bin/env python - -""" Wrapper for mulitple gelato runs """ - -# Packages -import os -import copy -import argparse -import numpy as np -from pathlib import Path -from astropy.table import Table - -# gelato supporting files -import gelato -import gelato.ConstructParams as CP - -# Main Function -if __name__ == "__main__": - - ## Parse Arguements to find Parameter File ## - parser = argparse.ArgumentParser() - parser.add_argument('Parameters', type=str, help='Path to parameters file') - parser.add_argument('ObjectList', type=str, help='Path to object list with paths to spectra and their redshifts.') - args = parser.parse_args() - p = CP.construct(args.Parameters) - ## Parse Arguements to find Parameter File ## - - ## Create Directory for Output - if not os.path.exists(p["OutFolder"]): - Path(p["OutFolder"]).mkdir(parents=True) - - if p['Verbose']: - now = gelato.header() - - ## Assemble Objects - objects = gelato.loadObjects(args.ObjectList) - ## Assemble Objects - - ## Run gelato ## - if p['NProcess'] > 1: # Mutlithread - import multiprocessing as mp - pool = mp.Pool(processes=p['NProcess']) - inputs = [(copy.deepcopy(args.Parameters),o['Path'],o['z']) for o in objects] - pool.starmap(gelato.gelato, inputs) - pool.close() - pool.join() - else: # Single Thread - for o in objects: - gelato.gelato(copy.deepcopy(args.Parameters),o['Path'],o['z']) - ## Run gelato ## - - ## Concatenate Results ## - if p['Concatenate']: - import gelato.Concatenate as C - C.concatfromresults(p,objects) - ## Concatenate Results ## - - if p['Verbose']: - gelato.footer(now) \ No newline at end of file diff --git a/Convenience/run_GELATO_single.py b/Convenience/run_GELATO_single.py deleted file mode 100755 index 13a21f7..0000000 --- a/Convenience/run_GELATO_single.py +++ /dev/null @@ -1,39 +0,0 @@ -#! /usr/bin/env python - -""" Wrapper for single gelato run """ - -# Packages -import os -import sys -import argparse -from pathlib import Path - - -# gelato supporting files -import gelato -import gelato.ConstructParams as CP - -# Main Function -if __name__ == "__main__": - - ## Parse Arguements to find Parameter File ## - parser = argparse.ArgumentParser() - parser.add_argument('Parameters', type=str, help='Path to parameters file') - parser.add_argument('Spectrum', type=str, help='Path to spectrum.') - parser.add_argument('Redshift', type=float, help='Redshift of object') - args = parser.parse_args() - p = CP.construct(args.Parameters) - ## Parse Arguements to find Parameter File ## - - ## Create Directory for Output - if not os.path.exists(p["OutFolder"]): - Path(p["OutFolder"]).mkdir(parents=True) - - if p['Verbose']: - now = gelato.header() - - ## Run gelato ## - gelato.gelato(args.Parameters, args.Spectrum, args.Redshift) - - if p['Verbose']: - gelato.footer(now) \ No newline at end of file diff --git a/Example/Comparison/GELATO-results.fits b/Example/Comparison/GELATO-results.fits index 362cfdc..4a39744 100644 --- a/Example/Comparison/GELATO-results.fits +++ b/Example/Comparison/GELATO-results.fits @@ -1,12 +1,15 @@ -SIMPLE = T / conforms to FITS standard BITPIX = 8 / array data type NAXIS = 0 / number of array dimensions EXTEND = T END XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / array data type NAXIS = 2 / number of array dimensions NAXIS1 = 1904 / length of dimension 1 NAXIS2 = 3 / length of dimension 2 PCOUNT = 0 / number of group parameters GCOUNT = 1 / number of groups TFIELDS = 235 / number of table fields TTYPE1 = 'Name ' TFORM1 = '32A ' TTYPE2 = 'SSP_Redshift' TFORM2 = 'D ' TTYPE3 = 'SSP_Redshift_err' TFORM3 = 'D ' TTYPE4 = 'SSP_Ech1.30Zm0.71T03.1623_iPp0.00_baseFe_LIS5.0' TFORM4 = 'D ' TTYPE5 = 'SSP_Ech1.30Zm0.71T03.1623_iPp0.00_baseFe_LIS5.0_err' TFORM5 = 'D ' TTYPE6 = 'SSP_Ech1.30Zm0.71T12.5893_iPp0.00_baseFe_LIS5.0' TFORM6 = 'D ' TTYPE7 = 'SSP_Ech1.30Zm0.71T12.5893_iPp0.00_baseFe_LIS5.0_err' TFORM7 = 'D ' TTYPE8 = 'SSP_Ech1.30Zp0.00T03.1623_iPp0.00_baseFe_LIS5.0' TFORM8 = 'D ' TTYPE9 = 'SSP_Ech1.30Zp0.00T03.1623_iPp0.00_baseFe_LIS5.0_err' TFORM9 = 'D ' TTYPE10 = 'SSP_Ech1.30Zp0.00T12.5893_iPp0.00_baseFe_LIS5.0' TFORM10 = 'D ' TTYPE11 = 'SSP_Ech1.30Zp0.00T12.5893_iPp0.00_baseFe_LIS5.0_err' TFORM11 = 'D ' TTYPE12 = 'PowerLaw_Coefficient' TFORM12 = 'D ' TTYPE13 = 'PowerLaw_Coefficient_err' TFORM13 = 'D ' TTYPE14 = 'PowerLaw_Index' TFORM14 = 'D ' TTYPE15 = 'PowerLaw_Index_err' TFORM15 = 'D ' TTYPE16 = 'PowerLaw_Scale' TFORM16 = 'D ' TTYPE17 = 'PowerLaw_Scale_err' TFORM17 = 'D ' TTYPE18 = 'AGN_[SII]_6716.44_Redshift' TFORM18 = 'D ' TTYPE19 = 'AGN_[SII]_6716.44_Redshift_err' TFORM19 = 'D ' TTYPE20 = 'AGN_[SII]_6716.44_Flux' TFORM20 = 'D ' TTYPE21 = 'AGN_[SII]_6716.44_Flux_err' TFORM21 = 'D ' TTYPE22 = 'AGN_[SII]_6716.44_Dispersion' TFORM22 = 'D ' TTYPE23 = 'AGN_[SII]_6716.44_Dispersion_err' TFORM23 = 'D ' TTYPE24 = 'AGN_[SII]_6716.44_RAmp' TFORM24 = 'D ' TTYPE25 = 'AGN_[SII]_6716.44_RAmp_err' TFORM25 = 'D ' TTYPE26 = 'AGN_[SII]_6716.44_REW' TFORM26 = 'D ' TTYPE27 = 'AGN_[SII]_6716.44_REW_err' TFORM27 = 'D ' TTYPE28 = 'AGN_[SII]_6730.82_Redshift' TFORM28 = 'D ' TTYPE29 = 'AGN_[SII]_6730.82_Redshift_err' TFORM29 = 'D ' TTYPE30 = 'AGN_[SII]_6730.82_Flux' TFORM30 = 'D ' TTYPE31 = 'AGN_[SII]_6730.82_Flux_err' TFORM31 = 'D ' TTYPE32 = 'AGN_[SII]_6730.82_Dispersion' TFORM32 = 'D ' TTYPE33 = 'AGN_[SII]_6730.82_Dispersion_err' TFORM33 = 'D ' TTYPE34 = 'AGN_[SII]_6730.82_RAmp' TFORM34 = 'D ' TTYPE35 = 'AGN_[SII]_6730.82_RAmp_err' TFORM35 = 'D ' TTYPE36 = 'AGN_[SII]_6730.82_REW' TFORM36 = 'D ' TTYPE37 = 'AGN_[SII]_6730.82_REW_err' TFORM37 = 'D ' TTYPE38 = 'AGN_[NII]_6583.45_Redshift' TFORM38 = 'D ' TTYPE39 = 'AGN_[NII]_6583.45_Redshift_err' TFORM39 = 'D ' TTYPE40 = 'AGN_[NII]_6583.45_Flux' TFORM40 = 'D ' TTYPE41 = 'AGN_[NII]_6583.45_Flux_err' TFORM41 = 'D ' TTYPE42 = 'AGN_[NII]_6583.45_Dispersion' TFORM42 = 'D ' TTYPE43 = 'AGN_[NII]_6583.45_Dispersion_err' TFORM43 = 'D ' TTYPE44 = 'AGN_[NII]_6583.45_RAmp' TFORM44 = 'D ' TTYPE45 = 'AGN_[NII]_6583.45_RAmp_err' TFORM45 = 'D ' TTYPE46 = 'AGN_[NII]_6583.45_REW' TFORM46 = 'D ' TTYPE47 = 'AGN_[NII]_6583.45_REW_err' TFORM47 = 'D ' TTYPE48 = 'AGN_[NII]_6548.05_Redshift' TFORM48 = 'D ' TTYPE49 = 'AGN_[NII]_6548.05_Redshift_err' TFORM49 = 'D ' TTYPE50 = 'AGN_[NII]_6548.05_Flux' TFORM50 = 'D ' TTYPE51 = 'AGN_[NII]_6548.05_Flux_err' TFORM51 = 'D ' TTYPE52 = 'AGN_[NII]_6548.05_Dispersion' TFORM52 = 'D ' TTYPE53 = 'AGN_[NII]_6548.05_Dispersion_err' TFORM53 = 'D ' TTYPE54 = 'AGN_[NII]_6548.05_RAmp' TFORM54 = 'D ' TTYPE55 = 'AGN_[NII]_6548.05_RAmp_err' TFORM55 = 'D ' TTYPE56 = 'AGN_[NII]_6548.05_REW' TFORM56 = 'D ' TTYPE57 = 'AGN_[NII]_6548.05_REW_err' TFORM57 = 'D ' TTYPE58 = 'AGN_[OIII]_5006.84_Redshift' TFORM58 = 'D ' TTYPE59 = 'AGN_[OIII]_5006.84_Redshift_err' TFORM59 = 'D ' TTYPE60 = 'AGN_[OIII]_5006.84_Flux' TFORM60 = 'D ' TTYPE61 = 'AGN_[OIII]_5006.84_Flux_err' TFORM61 = 'D ' TTYPE62 = 'AGN_[OIII]_5006.84_Dispersion' TFORM62 = 'D ' TTYPE63 = 'AGN_[OIII]_5006.84_Dispersion_err' TFORM63 = 'D ' TTYPE64 = 'AGN_[OIII]_5006.84_RAmp' TFORM64 = 'D ' TTYPE65 = 'AGN_[OIII]_5006.84_RAmp_err' TFORM65 = 'D ' TTYPE66 = 'AGN_[OIII]_5006.84_REW' TFORM66 = 'D ' TTYPE67 = 'AGN_[OIII]_5006.84_REW_err' TFORM67 = 'D ' TTYPE68 = 'AGN_[OIII]_4958.91_Redshift' TFORM68 = 'D ' TTYPE69 = 'AGN_[OIII]_4958.91_Redshift_err' TFORM69 = 'D ' TTYPE70 = 'AGN_[OIII]_4958.91_Flux' TFORM70 = 'D ' TTYPE71 = 'AGN_[OIII]_4958.91_Flux_err' TFORM71 = 'D ' TTYPE72 = 'AGN_[OIII]_4958.91_Dispersion' TFORM72 = 'D ' TTYPE73 = 'AGN_[OIII]_4958.91_Dispersion_err' TFORM73 = 'D ' TTYPE74 = 'AGN_[OIII]_4958.91_RAmp' TFORM74 = 'D ' TTYPE75 = 'AGN_[OIII]_4958.91_RAmp_err' TFORM75 = 'D ' TTYPE76 = 'AGN_[OIII]_4958.91_REW' TFORM76 = 'D ' TTYPE77 = 'AGN_[OIII]_4958.91_REW_err' TFORM77 = 'D ' TTYPE78 = 'AGN_[OIII]_4363.21_Redshift' TFORM78 = 'D ' TTYPE79 = 'AGN_[OIII]_4363.21_Redshift_err' TFORM79 = 'D ' TTYPE80 = 'AGN_[OIII]_4363.21_Flux' TFORM80 = 'D ' TTYPE81 = 'AGN_[OIII]_4363.21_Flux_err' TFORM81 = 'D ' TTYPE82 = 'AGN_[OIII]_4363.21_Dispersion' TFORM82 = 'D ' TTYPE83 = 'AGN_[OIII]_4363.21_Dispersion_err' TFORM83 = 'D ' TTYPE84 = 'AGN_[OIII]_4363.21_RAmp' TFORM84 = 'D ' TTYPE85 = 'AGN_[OIII]_4363.21_RAmp_err' TFORM85 = 'D ' TTYPE86 = 'AGN_[OIII]_4363.21_REW' TFORM86 = 'D ' TTYPE87 = 'AGN_[OIII]_4363.21_REW_err' TFORM87 = 'D ' TTYPE88 = 'AGN_[NeIII]_3868.76_Redshift' TFORM88 = 'D ' TTYPE89 = 'AGN_[NeIII]_3868.76_Redshift_err' TFORM89 = 'D ' TTYPE90 = 'AGN_[NeIII]_3868.76_Flux' TFORM90 = 'D ' TTYPE91 = 'AGN_[NeIII]_3868.76_Flux_err' TFORM91 = 'D ' TTYPE92 = 'AGN_[NeIII]_3868.76_Dispersion' TFORM92 = 'D ' TTYPE93 = 'AGN_[NeIII]_3868.76_Dispersion_err' TFORM93 = 'D ' TTYPE94 = 'AGN_[NeIII]_3868.76_RAmp' TFORM94 = 'D ' TTYPE95 = 'AGN_[NeIII]_3868.76_RAmp_err' TFORM95 = 'D ' TTYPE96 = 'AGN_[NeIII]_3868.76_REW' TFORM96 = 'D ' TTYPE97 = 'AGN_[NeIII]_3868.76_REW_err' TFORM97 = 'D ' TTYPE98 = 'AGN_[NeV]_3425.88_Redshift' TFORM98 = 'D ' TTYPE99 = 'AGN_[NeV]_3425.88_Redshift_err' TFORM99 = 'D ' TTYPE100= 'AGN_[NeV]_3425.88_Flux' TFORM100= 'D ' TTYPE101= 'AGN_[NeV]_3425.88_Flux_err' TFORM101= 'D ' TTYPE102= 'AGN_[NeV]_3425.88_Dispersion' TFORM102= 'D ' TTYPE103= 'AGN_[NeV]_3425.88_Dispersion_err' TFORM103= 'D ' TTYPE104= 'AGN_[NeV]_3425.88_RAmp' TFORM104= 'D ' TTYPE105= 'AGN_[NeV]_3425.88_RAmp_err' TFORM105= 'D ' TTYPE106= 'AGN_[NeV]_3425.88_REW' TFORM106= 'D ' TTYPE107= 'AGN_[NeV]_3425.88_REW_err' TFORM107= 'D ' TTYPE108= 'SF_[OI]_6300.3_Redshift' TFORM108= 'D ' TTYPE109= 'SF_[OI]_6300.3_Redshift_err' TFORM109= 'D ' TTYPE110= 'SF_[OI]_6300.3_Flux' TFORM110= 'D ' TTYPE111= 'SF_[OI]_6300.3_Flux_err' TFORM111= 'D ' TTYPE112= 'SF_[OI]_6300.3_Dispersion' TFORM112= 'D ' TTYPE113= 'SF_[OI]_6300.3_Dispersion_err' TFORM113= 'D ' TTYPE114= 'SF_[OI]_6300.3_RAmp' TFORM114= 'D ' TTYPE115= 'SF_[OI]_6300.3_RAmp_err' TFORM115= 'D ' TTYPE116= 'SF_[OI]_6300.3_REW' TFORM116= 'D ' TTYPE117= 'SF_[OI]_6300.3_REW_err' TFORM117= 'D ' TTYPE118= 'SF_[OI]_6363.78_Redshift' TFORM118= 'D ' TTYPE119= 'SF_[OI]_6363.78_Redshift_err' TFORM119= 'D ' TTYPE120= 'SF_[OI]_6363.78_Flux' TFORM120= 'D ' TTYPE121= 'SF_[OI]_6363.78_Flux_err' TFORM121= 'D ' TTYPE122= 'SF_[OI]_6363.78_Dispersion' TFORM122= 'D ' TTYPE123= 'SF_[OI]_6363.78_Dispersion_err' TFORM123= 'D ' TTYPE124= 'SF_[OI]_6363.78_RAmp' TFORM124= 'D ' TTYPE125= 'SF_[OI]_6363.78_RAmp_err' TFORM125= 'D ' TTYPE126= 'SF_[OI]_6363.78_REW' TFORM126= 'D ' TTYPE127= 'SF_[OI]_6363.78_REW_err' TFORM127= 'D ' TTYPE128= 'SF_[OII]_3727.43_Redshift' TFORM128= 'D ' TTYPE129= 'SF_[OII]_3727.43_Redshift_err' TFORM129= 'D ' TTYPE130= 'SF_[OII]_3727.43_Flux' TFORM130= 'D ' TTYPE131= 'SF_[OII]_3727.43_Flux_err' TFORM131= 'D ' TTYPE132= 'SF_[OII]_3727.43_Dispersion' TFORM132= 'D ' TTYPE133= 'SF_[OII]_3727.43_Dispersion_err' TFORM133= 'D ' TTYPE134= 'SF_[OII]_3727.43_RAmp' TFORM134= 'D ' TTYPE135= 'SF_[OII]_3727.43_RAmp_err' TFORM135= 'D ' TTYPE136= 'SF_[OII]_3727.43_REW' TFORM136= 'D ' TTYPE137= 'SF_[OII]_3727.43_REW_err' TFORM137= 'D ' TTYPE138= 'Balmer_HI_6562.79_Redshift' TFORM138= 'D ' TTYPE139= 'Balmer_HI_6562.79_Redshift_err' TFORM139= 'D ' TTYPE140= 'Balmer_HI_6562.79_Flux' TFORM140= 'D ' TTYPE141= 'Balmer_HI_6562.79_Flux_err' TFORM141= 'D ' TTYPE142= 'Balmer_HI_6562.79_Dispersion' TFORM142= 'D ' TTYPE143= 'Balmer_HI_6562.79_Dispersion_err' TFORM143= 'D ' TTYPE144= 'Balmer_HI_6562.79_RAmp' TFORM144= 'D ' TTYPE145= 'Balmer_HI_6562.79_RAmp_err' TFORM145= 'D ' TTYPE146= 'Balmer_HI_6562.79_REW' TFORM146= 'D ' TTYPE147= 'Balmer_HI_6562.79_REW_err' TFORM147= 'D ' TTYPE148= 'Balmer_HI_4861.28_Redshift' TFORM148= 'D ' TTYPE149= 'Balmer_HI_4861.28_Redshift_err' TFORM149= 'D ' TTYPE150= 'Balmer_HI_4861.28_Flux' TFORM150= 'D ' TTYPE151= 'Balmer_HI_4861.28_Flux_err' TFORM151= 'D ' TTYPE152= 'Balmer_HI_4861.28_Dispersion' TFORM152= 'D ' TTYPE153= 'Balmer_HI_4861.28_Dispersion_err' TFORM153= 'D ' TTYPE154= 'Balmer_HI_4861.28_RAmp' TFORM154= 'D ' TTYPE155= 'Balmer_HI_4861.28_RAmp_err' TFORM155= 'D ' TTYPE156= 'Balmer_HI_4861.28_REW' TFORM156= 'D ' TTYPE157= 'Balmer_HI_4861.28_REW_err' TFORM157= 'D ' TTYPE158= 'Balmer_HI_4340.47_Redshift' TFORM158= 'D ' TTYPE159= 'Balmer_HI_4340.47_Redshift_err' TFORM159= 'D ' TTYPE160= 'Balmer_HI_4340.47_Flux' TFORM160= 'D ' TTYPE161= 'Balmer_HI_4340.47_Flux_err' TFORM161= 'D ' TTYPE162= 'Balmer_HI_4340.47_Dispersion' TFORM162= 'D ' TTYPE163= 'Balmer_HI_4340.47_Dispersion_err' TFORM163= 'D ' TTYPE164= 'Balmer_HI_4340.47_RAmp' TFORM164= 'D ' TTYPE165= 'Balmer_HI_4340.47_RAmp_err' TFORM165= 'D ' TTYPE166= 'Balmer_HI_4340.47_REW' TFORM166= 'D ' TTYPE167= 'Balmer_HI_4340.47_REW_err' TFORM167= 'D ' TTYPE168= 'Balmer_HI_Broad_6562.79_Redshift' TFORM168= 'D ' TTYPE169= 'Balmer_HI_Broad_6562.79_Redshift_err' TFORM169= 'D ' TTYPE170= 'Balmer_HI_Broad_6562.79_Flux' TFORM170= 'D ' TTYPE171= 'Balmer_HI_Broad_6562.79_Flux_err' TFORM171= 'D ' TTYPE172= 'Balmer_HI_Broad_6562.79_Dispersion' TFORM172= 'D ' TTYPE173= 'Balmer_HI_Broad_6562.79_Dispersion_err' TFORM173= 'D ' TTYPE174= 'Balmer_HI_Broad_6562.79_RAmp' TFORM174= 'D ' TTYPE175= 'Balmer_HI_Broad_6562.79_RAmp_err' TFORM175= 'D ' TTYPE176= 'Balmer_HI_Broad_6562.79_REW' TFORM176= 'D ' TTYPE177= 'Balmer_HI_Broad_6562.79_REW_err' TFORM177= 'D ' TTYPE178= 'Balmer_HI_Broad_4861.28_Redshift' TFORM178= 'D ' TTYPE179= 'Balmer_HI_Broad_4861.28_Redshift_err' TFORM179= 'D ' TTYPE180= 'Balmer_HI_Broad_4861.28_Flux' TFORM180= 'D ' TTYPE181= 'Balmer_HI_Broad_4861.28_Flux_err' TFORM181= 'D ' TTYPE182= 'Balmer_HI_Broad_4861.28_Dispersion' TFORM182= 'D ' TTYPE183= 'Balmer_HI_Broad_4861.28_Dispersion_err' TFORM183= 'D ' TTYPE184= 'Balmer_HI_Broad_4861.28_RAmp' TFORM184= 'D ' TTYPE185= 'Balmer_HI_Broad_4861.28_RAmp_err' TFORM185= 'D ' TTYPE186= 'Balmer_HI_Broad_4861.28_REW' TFORM186= 'D ' TTYPE187= 'Balmer_HI_Broad_4861.28_REW_err' TFORM187= 'D ' TTYPE188= 'Balmer_HI_Broad_4340.47_Redshift' TFORM188= 'D ' TTYPE189= 'Balmer_HI_Broad_4340.47_Redshift_err' TFORM189= 'D ' TTYPE190= 'Balmer_HI_Broad_4340.47_Flux' TFORM190= 'D ' TTYPE191= 'Balmer_HI_Broad_4340.47_Flux_err' TFORM191= 'D ' TTYPE192= 'Balmer_HI_Broad_4340.47_Dispersion' TFORM192= 'D ' TTYPE193= 'Balmer_HI_Broad_4340.47_Dispersion_err' TFORM193= 'D ' TTYPE194= 'Balmer_HI_Broad_4340.47_RAmp' TFORM194= 'D ' TTYPE195= 'Balmer_HI_Broad_4340.47_RAmp_err' TFORM195= 'D ' TTYPE196= 'Balmer_HI_Broad_4340.47_REW' TFORM196= 'D ' TTYPE197= 'Balmer_HI_Broad_4340.47_REW_err' TFORM197= 'D ' TTYPE198= 'Outflow_[OIII]_Outflow_5006.84_Redshift' TFORM198= 'D ' TTYPE199= 'Outflow_[OIII]_Outflow_5006.84_Redshift_err' TFORM199= 'D ' TTYPE200= 'Outflow_[OIII]_Outflow_5006.84_Flux' TFORM200= 'D ' TTYPE201= 'Outflow_[OIII]_Outflow_5006.84_Flux_err' TFORM201= 'D ' TTYPE202= 'Outflow_[OIII]_Outflow_5006.84_Dispersion' TFORM202= 'D ' TTYPE203= 'Outflow_[OIII]_Outflow_5006.84_Dispersion_err' TFORM203= 'D ' TTYPE204= 'Outflow_[OIII]_Outflow_5006.84_RAmp' TFORM204= 'D ' TTYPE205= 'Outflow_[OIII]_Outflow_5006.84_RAmp_err' TFORM205= 'D ' TTYPE206= 'Outflow_[OIII]_Outflow_5006.84_REW' TFORM206= 'D ' TTYPE207= 'Outflow_[OIII]_Outflow_5006.84_REW_err' TFORM207= 'D ' TTYPE208= 'Outflow_[OIII]_Outflow_4958.91_Redshift' TFORM208= 'D ' TTYPE209= 'Outflow_[OIII]_Outflow_4958.91_Redshift_err' TFORM209= 'D ' TTYPE210= 'Outflow_[OIII]_Outflow_4958.91_Flux' TFORM210= 'D ' TTYPE211= 'Outflow_[OIII]_Outflow_4958.91_Flux_err' TFORM211= 'D ' TTYPE212= 'Outflow_[OIII]_Outflow_4958.91_Dispersion' TFORM212= 'D ' TTYPE213= 'Outflow_[OIII]_Outflow_4958.91_Dispersion_err' TFORM213= 'D ' TTYPE214= 'Outflow_[OIII]_Outflow_4958.91_RAmp' TFORM214= 'D ' TTYPE215= 'Outflow_[OIII]_Outflow_4958.91_RAmp_err' TFORM215= 'D ' TTYPE216= 'Outflow_[OIII]_Outflow_4958.91_REW' TFORM216= 'D ' TTYPE217= 'Outflow_[OIII]_Outflow_4958.91_REW_err' TFORM217= 'D ' TTYPE218= 'Outflow_[OIII]_Outflow_4363.21_Redshift' TFORM218= 'D ' TTYPE219= 'Outflow_[OIII]_Outflow_4363.21_Redshift_err' TFORM219= 'D ' TTYPE220= 'Outflow_[OIII]_Outflow_4363.21_Flux' TFORM220= 'D ' TTYPE221= 'Outflow_[OIII]_Outflow_4363.21_Flux_err' TFORM221= 'D ' TTYPE222= 'Outflow_[OIII]_Outflow_4363.21_Dispersion' TFORM222= 'D ' TTYPE223= 'Outflow_[OIII]_Outflow_4363.21_Dispersion_err' TFORM223= 'D ' TTYPE224= 'Outflow_[OIII]_Outflow_4363.21_RAmp' TFORM224= 'D ' TTYPE225= 'Outflow_[OIII]_Outflow_4363.21_RAmp_err' TFORM225= 'D ' TTYPE226= 'Outflow_[OIII]_Outflow_4363.21_REW' TFORM226= 'D ' TTYPE227= 'Outflow_[OIII]_Outflow_4363.21_REW_err' TFORM227= 'D ' TTYPE228= 'rChi2 ' TFORM228= 'D ' TTYPE229= 'rChi2_err' TFORM229= 'D ' TTYPE230= 'SSP_Ech1.30Zm1.71T00.2239_iPp0.00_baseFe_LIS5.0' TFORM230= 'D ' TTYPE231= 'SSP_Ech1.30Zm1.71T00.2239_iPp0.00_baseFe_LIS5.0_err' TFORM231= 'D ' TTYPE232= 'SSP_Ech1.30Zm1.71T00.8913_iPp0.00_baseFe_LIS5.0' TFORM232= 'D ' TTYPE233= 'SSP_Ech1.30Zm1.71T00.8913_iPp0.00_baseFe_LIS5.0_err' TFORM233= 'D ' TTYPE234= 'SSP_Ech1.30Zp0.00T00.8913_iPp0.00_baseFe_LIS5.0' TFORM234= 'D ' TTYPE235= 'SSP_Ech1.30Zp0.00T00.8913_iPp0.00_baseFe_LIS5.0_err' TFORM235= 'D ' END spec-0280-51612-0117@ñâ“|(=°>M"µ´•ñâ@bú9¥xÈ—?ŠoñaŒ§@ƒÏ†"r¬?'BÆZñÔ@Hô»GZl!Aœ^gäë@±Áì¹Ï1¢@râó´èü?§Cü·Çlw¿áÖhå&?Ÿ£Ë(&@±¯Næffg=p@ñíUZtÌL?ûÐОÍÂ+@\_Ò[_¦@¨÷ÚV @hŠ›ÄJÅð@MÈ„œ˜»@$gIá« Ç?Üð?âÅÖ?R³Y.y?¢}ÆìÐ@ñíUZtÌL?ûÐОÍÂ+@^ê¹L³@+¤¶ - @hŠ›ÄJÅð@MÈ„œ˜»@&Z°À^Àò?àÞìð™Ñz?TH}}”?³)Fbô@ñíUZtÌL?ûÐОÍÂ+@xT¤øRz@' -j ‘Ý@eÊø’IïK@.—ÓB#~@D8#†6(†?émÀ½]?mÊB¢ºÆ?')>¶C‰Š@ñíUZtÌL?ûÐОÍÂ+@`‹zkEÇr@¸ÀÞ@eÊø’IïK@.—ÓB#~@+¥›¬Ú?Ñ$Ï]È[?T x&Ø?sþ C@ñíUZtÌL?ûÐОÍÂ+@‘|*\¶@,Ÿ›m›2@hû–^¢¬Û@ý˜‰Tl¿@`9Cnò?õGLLkº?wë1`?'¼%(¦M@ñíUZtÌL?ûÐОÍÂ+@wÍz¡´þð@ S2Çì£@hû–^¢¬Û@ý˜‰Tl¿@FîÄáàb?ÞíŒÙÚ ?`iZ®nü?Á°Q@ñíUZtÌL?ûÐОÍÂ+@"i. #Bo@U¥Ú5Ø@hû–^¢¬Û@ý˜‰Tl¿?óìíÔ&RC?áò - ¸T?…bÓ‘Pè>ñJñ>Épn@ñíUZtÌL?ûÐОÍÂ+@aͧ²ŸŸÞ@ò}Ÿ¹Œ@rF€ê-Ð2@0Žì0Ž]#@.O?Í)Î?æ×;‰"á]?=K¦êp>òÝîî¤F@ñíUZtÌL?ûÐОÍÂ+@Z%•9dÖ…@øÿ¢ÞÖ@o~ÜœüÖr@2¾™·z‹@,íeïŒÕ?êAð{qû"?0æã̬Ä>í=qäøôR@ñêOo:ÀÏ@$Óว»¤@TH£pY;@ A>m¢(@pc8+šÎp@%ÜáLÎT@ž)9†²†?Ô´ Ù"Ó®?FúAµä -?EQlÈ@ñêOo:ÀÏ@$Óว»¤@; 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'SSP_Ech1.30Zm1.71T00.0631_iPp0.00_baseFe_LIS5.0' TFORM6 = 'D ' TTYPE7 = 'SSP_Ech1.30Zm1.71T00.0631_iPp0.00_baseFe_LIS5.0_err' TFORM7 = 'D ' TTYPE8 = 'SSP_Ech1.30Zm1.71T00.2239_iPp0.00_baseFe_LIS5.0' TFORM8 = 'D ' TTYPE9 = 'SSP_Ech1.30Zm1.71T00.2239_iPp0.00_baseFe_LIS5.0_err' TFORM9 = 'D ' TTYPE10 = 'SSP_Ech1.30Zm1.71T00.8913_iPp0.00_baseFe_LIS5.0' TFORM10 = 'D ' TTYPE11 = 'SSP_Ech1.30Zm1.71T00.8913_iPp0.00_baseFe_LIS5.0_err' TFORM11 = 'D ' TTYPE12 = 'SSP_Ech1.30Zp0.00T03.1623_iPp0.00_baseFe_LIS5.0' TFORM12 = 'D ' TTYPE13 = 'SSP_Ech1.30Zp0.00T03.1623_iPp0.00_baseFe_LIS5.0_err' TFORM13 = 'D ' TTYPE14 = 'SSP_Ech1.30Zp0.00T12.5893_iPp0.00_baseFe_LIS5.0' TFORM14 = 'D ' TTYPE15 = 'SSP_Ech1.30Zp0.00T12.5893_iPp0.00_baseFe_LIS5.0_err' TFORM15 = 'D ' TTYPE16 = 'PowerLaw_Coefficient' TFORM16 = 'D ' TTYPE17 = 'PowerLaw_Coefficient_err' TFORM17 = 'D ' TTYPE18 = 'PowerLaw_Index' TFORM18 = 'D ' TTYPE19 = 'PowerLaw_Index_err' TFORM19 = 'D ' TTYPE20 = 'PowerLaw_Scale' TFORM20 = 'D ' TTYPE21 = 'PowerLaw_Scale_err' TFORM21 = 'D ' TTYPE22 = 'AGN_[SII]_6716.44_Redshift' TFORM22 = 'D ' TTYPE23 = 'AGN_[SII]_6716.44_Redshift_err' TFORM23 = 'D ' TTYPE24 = 'AGN_[SII]_6716.44_Flux' TFORM24 = 'D ' TTYPE25 = 'AGN_[SII]_6716.44_Flux_err' TFORM25 = 'D ' TTYPE26 = 'AGN_[SII]_6716.44_Dispersion' TFORM26 = 'D ' TTYPE27 = 'AGN_[SII]_6716.44_Dispersion_err' TFORM27 = 'D ' TTYPE28 = 'AGN_[SII]_6716.44_RAmp' TFORM28 = 'D ' TTYPE29 = 'AGN_[SII]_6716.44_RAmp_err' TFORM29 = 'D ' TTYPE30 = 'AGN_[SII]_6716.44_REW' TFORM30 = 'D ' TTYPE31 = 'AGN_[SII]_6716.44_REW_err' TFORM31 = 'D ' TTYPE32 = 'AGN_[SII]_6730.82_Redshift' TFORM32 = 'D ' TTYPE33 = 'AGN_[SII]_6730.82_Redshift_err' TFORM33 = 'D ' TTYPE34 = 'AGN_[SII]_6730.82_Flux' TFORM34 = 'D ' TTYPE35 = 'AGN_[SII]_6730.82_Flux_err' TFORM35 = 'D ' TTYPE36 = 'AGN_[SII]_6730.82_Dispersion' TFORM36 = 'D ' TTYPE37 = 'AGN_[SII]_6730.82_Dispersion_err' TFORM37 = 'D ' TTYPE38 = 'AGN_[SII]_6730.82_RAmp' TFORM38 = 'D ' TTYPE39 = 'AGN_[SII]_6730.82_RAmp_err' 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