How To: Print out the theory predictions

# Set up the path to SModelS installation folder 
import sys; sys.path.append("."); import smodels_paths

# Import those parts of smodels that are needed for this exercise
# (We will assume the input is a SLHA file. For LHE files, use the lheDecomposer instead)
from smodels.share.models.mssm import BSMList
from smodels.share.models.SMparticles import SMList
from smodels.theory.model import Model
from smodels.theory import decomposer
from smodels.installation import installDirectory
from smodels.tools.physicsUnits import fb, GeV
from smodels.theory.theoryPrediction import theoryPredictionsFor
from smodels.experiment.databaseObj import Database

# load the official database:
database = Database( "official")
# Get list of desired experimental results (by default all results):
expResults = database.getExpResults()

# Define the SLHA input file name
filename="inputFiles/slha/gluino_squarks.slha"
model = Model(BSMparticles = BSMList, SMparticles = SMList)
model.updateParticles(inputFile=filename)

# Perform the decomposition:
topList = decomposer.decompose(model, sigmacut = 0.03 * fb, doCompress=True, doInvisible=True,minmassgap = 5* GeV)

# Compute the theory prediction for each selected experimental result using the output from the decomposition:
allThPredictions = [theoryPredictionsFor(exp, topList) for exp in expResults]

# Print information about each theory prediction for each result:
for thPreds in allThPredictions:
    if not thPreds: continue #skip results with no predictions
    for theoryPred in thPreds:
        print ("\nExperimental Result: ",theoryPred.expResult.globalInfo.id,"(%s-type)" %theoryPred.dataType() ) #Result ID
        print ("Theory prediction xsec = ",theoryPred.xsection.value) #Signal xsection*efficiency*BR
        print ("Conditions violation (if any) = ",theoryPred.conditions) #Condition values (for UL-type results)
        print ("Dataset:",theoryPred.dataId() )  #Corresponding signal region (for EM-type results)
        print ("Txnames = ",[str(tx) for tx in theoryPred.txnames]) #List of simplified models (txnames) contributing to the signal xsec        

Experimental Result:  ATLAS-SUSY-2015-06 (efficiencyMap-type)
Theory prediction xsec =  4.21E-03 [pb]
Conditions violation (if any) =  None
Dataset: SR2jm
Txnames =  ['T1', 'T2']

Experimental Result:  ATLAS-SUSY-2016-07 (upperLimit-type)
Theory prediction xsec =  1.03E-01 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T5WW']

Experimental Result:  ATLAS-SUSY-2016-07 (upperLimit-type)
Theory prediction xsec =  4.91E-02 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T6WW']

Experimental Result:  ATLAS-SUSY-2016-07 (upperLimit-type)
Theory prediction xsec =  1.16E-02 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T2']

Experimental Result:  ATLAS-SUSY-2016-07 (upperLimit-type)
Theory prediction xsec =  7.53E-03 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T1']

Experimental Result:  ATLAS-SUSY-2016-07 (efficiencyMap-type)
Theory prediction xsec =  9.72E-03 [pb]
Conditions violation (if any) =  None
Dataset: 5j_Meff_1600
Txnames =  ['T5GQ', 'T6WW', 'T5WW', 'T1', 'T2', 'T5ZZ', 'TGQ']

Experimental Result:  ATLAS-SUSY-2016-14 (upperLimit-type)
Theory prediction xsec =  3.50E-05 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T1tttt']

Experimental Result:  ATLAS-SUSY-2016-24 (upperLimit-type)
Theory prediction xsec =  3.99E-02 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['TChiWZ']

Experimental Result:  ATLAS-SUSY-2016-24 (efficiencyMap-type)
Theory prediction xsec =  7.64E-06 [pb]
Conditions violation (if any) =  None
Dataset: WZ-0Jb
Txnames =  ['TChiWZ']

Experimental Result:  ATLAS-SUSY-2016-26 (upperLimit-type)
Theory prediction xsec =  2.49E-04 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T2cc']

Experimental Result:  ATLAS-SUSY-2017-03 (upperLimit-type)
Theory prediction xsec =  3.99E-02 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['TChiWZ']

Experimental Result:  ATLAS-SUSY-2018-06 (upperLimit-type)
Theory prediction xsec =  3.99E-02 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['TChiWZ']

Experimental Result:  ATLAS-SUSY-2018-06 (efficiencyMap-type)
Theory prediction xsec =  1.26E-05 [pb]
Conditions violation (if any) =  None
Dataset: SR_low
Txnames =  ['TChiWZ']

Experimental Result:  ATLAS-SUSY-2018-10 (upperLimit-type)
Theory prediction xsec =  2.46E-02 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T6WW']

Experimental Result:  ATLAS-SUSY-2018-10 (efficiencyMap-type)
Theory prediction xsec =  2.47E-04 [pb]
Conditions violation (if any) =  None
Dataset: 4j0blowx_3
Txnames =  ['T6WW']

Experimental Result:  ATLAS-SUSY-2018-22 (upperLimit-type)
Theory prediction xsec =  1.16E-02 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T2']

Experimental Result:  ATLAS-SUSY-2018-22 (upperLimit-type)
Theory prediction xsec =  2.46E-02 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T6WW']

Experimental Result:  ATLAS-SUSY-2018-22 (efficiencyMap-type)
Theory prediction xsec =  2.28E-03 [pb]
Conditions violation (if any) =  None
Dataset: SR2j_1600
Txnames =  ['T2']

Experimental Result:  ATLAS-SUSY-2018-23 (upperLimit-type)
Theory prediction xsec =  2.07E-01 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['TChiWH']

Experimental Result:  ATLAS-SUSY-2018-31 (upperLimit-type)
Theory prediction xsec =  2.87E-04 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T6bbHH']

Experimental Result:  ATLAS-SUSY-2018-31 (efficiencyMap-type)
Theory prediction xsec =  2.05E-06 [pb]
Conditions violation (if any) =  None
Dataset: SRA_M
Txnames =  ['T6bbHH']

Experimental Result:  ATLAS-SUSY-2018-31 (combined-type)
Theory prediction xsec =  4.14E-06 [pb]
Conditions violation (if any) =  None
Dataset: (combined)
Txnames =  ['T6bbHH', 'T6bbHH', 'T6bbHH', 'T6bbHH']

Experimental Result:  ATLAS-SUSY-2018-32 (upperLimit-type)
Theory prediction xsec =  1.45E-01 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['TChiWW']

Experimental Result:  ATLAS-SUSY-2019-08 (upperLimit-type)
Theory prediction xsec =  2.07E-01 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['TChiWH']

Experimental Result:  ATLAS-SUSY-2019-08 (efficiencyMap-type)
Theory prediction xsec =  9.06E-06 [pb]
Conditions violation (if any) =  None
Dataset: SR_LM_High_MCT
Txnames =  ['TChiWH']

Experimental Result:  ATLAS-SUSY-2019-08 (combined-type)
Theory prediction xsec =  2.94E-05 [pb]
Conditions violation (if any) =  None
Dataset: (combined)
Txnames =  ['TChiWH', 'TChiWH', 'TChiWH', 'TChiWH', 'TChiWH', 'TChiWH', 'TChiWH', 'TChiWH']

Experimental Result:  CMS-SUS-16-009 (upperLimit-type)
Theory prediction xsec =  3.50E-05 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T1tttt']

Experimental Result:  CMS-SUS-16-033 (upperLimit-type)
Theory prediction xsec =  7.53E-03 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T1']

Experimental Result:  CMS-SUS-16-033 (upperLimit-type)
Theory prediction xsec =  3.50E-05 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T1tttt']

Experimental Result:  CMS-SUS-16-033 (upperLimit-type)
Theory prediction xsec =  1.16E-02 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T2']

Experimental Result:  CMS-SUS-16-033 (efficiencyMap-type)
Theory prediction xsec =  6.19E-03 [pb]
Conditions violation (if any) =  None
Dataset: SR3_Njet5_Nb0_HT500_MHT_500
Txnames =  ['T1', 'T2', 'T1tttt', 'T5GQ', 'TGQ']

Experimental Result:  CMS-SUS-16-034 (upperLimit-type)
Theory prediction xsec =  3.99E-02 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['TChiWZ']

Experimental Result:  CMS-SUS-16-035 (upperLimit-type)
Theory prediction xsec =  3.50E-05 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T1tttt']

Experimental Result:  CMS-SUS-16-036 (upperLimit-type)
Theory prediction xsec =  1.16E-02 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T2']

Experimental Result:  CMS-SUS-16-036 (upperLimit-type)
Theory prediction xsec =  7.53E-03 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T1']

Experimental Result:  CMS-SUS-16-036 (upperLimit-type)
Theory prediction xsec =  3.50E-05 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T1tttt']

Experimental Result:  CMS-SUS-16-037 (upperLimit-type)
Theory prediction xsec =  3.50E-05 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T1tttt']

Experimental Result:  CMS-SUS-16-039 (upperLimit-type)
Theory prediction xsec =  3.99E-02 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['TChiWZ']

Experimental Result:  CMS-SUS-16-039 (upperLimit-type)
Theory prediction xsec =  2.07E-01 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['TChiWH']

Experimental Result:  CMS-SUS-16-041 (upperLimit-type)
Theory prediction xsec =  3.50E-05 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T1tttt']

Experimental Result:  CMS-SUS-16-042 (upperLimit-type)
Theory prediction xsec =  3.50E-05 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T1tttt']

Experimental Result:  CMS-SUS-16-043 (upperLimit-type)
Theory prediction xsec =  2.07E-01 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['TChiWH']

Experimental Result:  CMS-SUS-16-045 (upperLimit-type)
Theory prediction xsec =  2.07E-01 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['TChiWH']

Experimental Result:  CMS-SUS-16-050 (upperLimit-type)
Theory prediction xsec =  3.50E-05 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T1tttt']

Experimental Result:  CMS-SUS-17-004 (upperLimit-type)
Theory prediction xsec =  2.07E-01 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['TChiWH']

Experimental Result:  CMS-SUS-17-004 (upperLimit-type)
Theory prediction xsec =  3.99E-02 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['TChiWZ']

Experimental Result:  CMS-SUS-19-006 (upperLimit-type)
Theory prediction xsec =  3.50E-05 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T1tttt']

Experimental Result:  CMS-SUS-19-006 (upperLimit-type)
Theory prediction xsec =  7.53E-03 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T1']

Experimental Result:  CMS-SUS-19-006 (upperLimit-type)
Theory prediction xsec =  1.16E-02 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T2']

Experimental Result:  ATLAS-SUSY-2013-02 (upperLimit-type)
Theory prediction xsec =  6.74E-03 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T6WW']

Experimental Result:  ATLAS-SUSY-2013-02 (upperLimit-type)
Theory prediction xsec =  2.11E-03 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T2']

Experimental Result:  ATLAS-SUSY-2013-02 (upperLimit-type)
Theory prediction xsec =  9.07E-03 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T5WW']

Experimental Result:  ATLAS-SUSY-2013-02 (upperLimit-type)
Theory prediction xsec =  6.62E-04 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T1']

Experimental Result:  ATLAS-SUSY-2013-02 (efficiencyMap-type)
Theory prediction xsec =  7.86E-04 [pb]
Conditions violation (if any) =  None
Dataset: SR2jt
Txnames =  ['T1', 'T2']

Experimental Result:  ATLAS-SUSY-2013-04 (upperLimit-type)
Theory prediction xsec =  3.07E-06 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T1tttt']

Experimental Result:  ATLAS-SUSY-2013-04 (efficiencyMap-type)
Theory prediction xsec =  1.53E-04 [pb]
Conditions violation (if any) =  None
Dataset: GtGrid_SR_7ej80_0bjet
Txnames =  ['T5WW', 'T6bbWW', 'T1tttt', 'T5ZZ']

Experimental Result:  ATLAS-SUSY-2013-09 (upperLimit-type)
Theory prediction xsec =  9.07E-03 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T5WW']

Experimental Result:  ATLAS-SUSY-2013-09 (upperLimit-type)
Theory prediction xsec =  3.07E-06 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T1tttt']

Experimental Result:  ATLAS-SUSY-2013-09 (efficiencyMap-type)
Theory prediction xsec =  5.00E-05 [pb]
Conditions violation (if any) =  None
Dataset: SR0B
Txnames =  ['T1tttt', 'T5WW']

Experimental Result:  ATLAS-SUSY-2013-11 (upperLimit-type)
Theory prediction xsec =  1.85E-02 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['TChiWZ']

Experimental Result:  ATLAS-SUSY-2013-11 (efficiencyMap-type)
Theory prediction xsec =  4.39E-05 [pb]
Conditions violation (if any) =  None
Dataset: WWc-DF
Txnames =  ['TChiWW']

Experimental Result:  ATLAS-SUSY-2013-12 (upperLimit-type)
Theory prediction xsec =  1.85E-02 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['TChiWZ']

Experimental Result:  ATLAS-SUSY-2013-18 (upperLimit-type)
Theory prediction xsec =  3.07E-06 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T1tttt']

Experimental Result:  ATLAS-SUSY-2013-18 (efficiencyMap-type)
Theory prediction xsec =  1.99E-07 [pb]
Conditions violation (if any) =  None
Dataset: SR-1l-6j-B
Txnames =  ['T1tttt']

Experimental Result:  ATLAS-SUSY-2013-20 (upperLimit-type)
Theory prediction xsec =  6.74E-03 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T6WW']

Experimental Result:  CMS-PAS-SUS-13-016 (upperLimit-type)
Theory prediction xsec =  3.07E-06 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T1tttt']

Experimental Result:  CMS-PAS-SUS-13-016 (efficiencyMap-type)
Theory prediction xsec =  2.88E-08 [pb]
Conditions violation (if any) =  None
Dataset: sr0
Txnames =  ['T1tttt']

Experimental Result:  CMS-SUS-12-024 (upperLimit-type)
Theory prediction xsec =  3.07E-06 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T1tttt']

Experimental Result:  CMS-SUS-12-024 (efficiencyMap-type)
Theory prediction xsec =  3.77E-08 [pb]
Conditions violation (if any) =  None
Dataset: MET4_HT4_nb3
Txnames =  ['T1tttt']

Experimental Result:  CMS-SUS-12-028 (upperLimit-type)
Theory prediction xsec =  6.62E-04 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T1']

Experimental Result:  CMS-SUS-12-028 (upperLimit-type)
Theory prediction xsec =  3.07E-06 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T1tttt']

Experimental Result:  CMS-SUS-12-028 (upperLimit-type)
Theory prediction xsec =  2.11E-03 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T2']

Experimental Result:  CMS-SUS-13-002 (upperLimit-type)
Theory prediction xsec =  3.07E-06 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T1tttt']

Experimental Result:  CMS-SUS-13-004 (upperLimit-type)
Theory prediction xsec =  3.07E-06 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T1tttt']

Experimental Result:  CMS-SUS-13-006 (upperLimit-type)
Theory prediction xsec =  1.85E-02 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['TChiWZ']

Experimental Result:  CMS-SUS-13-006 (upperLimit-type)
Theory prediction xsec =  9.59E-02 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['TChiWH']

Experimental Result:  CMS-SUS-13-007 (upperLimit-type)
Theory prediction xsec =  3.07E-06 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T1tttt']

Experimental Result:  CMS-SUS-13-007 (efficiencyMap-type)
Theory prediction xsec =  2.07E-08 [pb]
Conditions violation (if any) =  None
Dataset: mu350Nb3
Txnames =  ['T1tttt']

Experimental Result:  CMS-SUS-13-012 (upperLimit-type)
Theory prediction xsec =  3.07E-06 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T1tttt']

Experimental Result:  CMS-SUS-13-012 (upperLimit-type)
Theory prediction xsec =  6.62E-04 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T1']

Experimental Result:  CMS-SUS-13-012 (upperLimit-type)
Theory prediction xsec =  2.11E-03 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T2']

Experimental Result:  CMS-SUS-13-012 (efficiencyMap-type)
Theory prediction xsec =  3.45E-04 [pb]
Conditions violation (if any) =  None
Dataset: 6NJet8_1500HTinf_300MHTinf
Txnames =  ['T6bbWW', 'TChiWW', 'TChiZZ', 'T5WW', 'T1', 'T2', 'T5ZZ', 'T6WW', 'T1tttt']

Experimental Result:  CMS-SUS-13-013 (upperLimit-type)
Theory prediction xsec =  3.07E-06 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T1tttt']

Experimental Result:  CMS-SUS-13-013 (efficiencyMap-type)
Theory prediction xsec =  4.17E-08 [pb]
Conditions violation (if any) =  None
Dataset: SR28_HighPt
Txnames =  ['T1tttt']

Experimental Result:  CMS-SUS-13-019 (upperLimit-type)
Theory prediction xsec =  6.62E-04 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T1']

Experimental Result:  CMS-SUS-13-019 (upperLimit-type)
Theory prediction xsec =  2.11E-03 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T2']

Experimental Result:  CMS-SUS-13-019 (upperLimit-type)
Theory prediction xsec =  3.07E-06 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T1tttt']

Experimental Result:  CMS-SUS-14-010 (upperLimit-type)
Theory prediction xsec =  3.07E-06 [pb]
Conditions violation (if any) =  None
Dataset: None
Txnames =  ['T1tttt']