Merge lp:~maddevelopers/mg5amcnlo/2.7.1 into lp:mg5amcnlo/lts

[Olivier Mattelaer]

Fixing issue with polarization and identical particle and fixing issue with lhapdf

[lp:~maddevelopers/mg5amcnlo/2.7.1]

294. By olivier-mattelaer on 2020-03-06

improve elastic support and continue pjfry suppression

295. By olivier-mattelaer on 2020-03-07

fix one bug of the interface@NLO + change PA for prtoton

296. By olivier-mattelaer on 2020-03-08

fix one acceptance tests (test_config)

297. By olivier-mattelaer on 2020-03-08

fix issue with the new handling of the effective photon approximation (and with lpp=0)

298. By olivier-mattelaer on 2020-03-08

update UpdatesNotes

299. By olivier-mattelaer on 2020-03-09

version passing all the tests

300. By olivier-mattelaer on 2020-03-09

auto-review

[Olivier Mattelaer (olivier-mattelaer)]

Auto review done, and comment directly implemented.
Will rerun the tests and release the code but if anyone objects.

Olivier

review: Approve

[lp:~maddevelopers/mg5amcnlo/2.7.1]

301. By olivier-mattelaer on 2020-03-09

some last minut bug/fix

=== modified file 'MadSpin/interface_madspin.py'
--- MadSpin/interface_madspin.py	2020-01-15 18:23:15 +0000
+++ MadSpin/interface_madspin.py	2020-03-09 15:47:14 +0000
@@ -815,6 +815,7 @@
         elif self.options['input_format'] in ['hepmc']:
             import madgraph.various.hepmc_parser as hepmc_parser
             orig_lhe = hepmc_parser.HEPMC_EventFile(filename)
+            orig_lhe.allow_empty_event = True
             logger.info("Parsing input event to know how many decay to generate. This can takes few minuts.")
         else:
             raise Exception

=== modified file 'Template/LO/Source/PDF/pdg2pdf_lhapdf6.f'
--- Template/LO/Source/PDF/pdg2pdf_lhapdf6.f	2019-01-22 21:07:22 +0000
+++ Template/LO/Source/PDF/pdg2pdf_lhapdf6.f	2020-03-09 15:47:14 +0000
@@ -24,7 +24,7 @@
       integer i,j,ihlast(20),ipart,iporg,ireuse,imemlast(20),iset,imem
      &     ,i_replace,ii,ipartlast(20)
       double precision xlast(20),xmulast(20),pdflast(-7:7,20)
-      double precision epa_proton
+      double precision epa_proton, epa_electron
       save ihlast,xlast,xmulast,pdflast,imemlast,ipartlast
       data ihlast/20*-99/
       data ipartlast/20*-99/
@@ -139,6 +139,8 @@
             pdg2pdf = get_ion_pdf(pdflast(-7, i_replace), ipart, nb_proton(beamid), nb_neutron(beamid))
          endif
          pdg2pdf=pdg2pdf/x
+      else if(ih.eq.3) then       !from the electron
+            pdg2pdf=epa_electron(x,xmu*xmu)
       else if(ih.eq.2) then ! photon from a proton without breaking
           pdg2pdf = epa_proton(x,xmu*xmu)
       else

=== modified file 'Template/LO/SubProcesses/reweight.f'
--- Template/LO/SubProcesses/reweight.f	2019-07-22 07:58:05 +0000
+++ Template/LO/SubProcesses/reweight.f	2020-03-09 15:47:14 +0000
@@ -674,12 +674,12 @@
 C   If we have fixed factorization scale, for ickkw>0 means central
 C   scale, i.e. last two scales (ren. scale for these vertices are
 C   anyway already set by "scale" above)
-      if(ickkw.gt.0) then
-         if(fixed_fac_scale.and.first)then
+      if (first) then
             q2bck(1)=q2fact(1)
             q2bck(2)=q2fact(2)
             first=.false.
-         else if(fixed_fac_scale) then
+      else if(ickkw.gt.0) then
+         if(fixed_fac_scale) then
             q2fact(1)=q2bck(1)
             q2fact(2)=q2bck(2)
          endif
@@ -1732,6 +1732,10 @@
          if (btest(mlevel,3))
      $        write(*,*)' set fact scales for PS to ',
      $        sqrt(q2fact(1)),sqrt(q2fact(2))
+      else if (abs(lpp(1)).eq.2.or.abs(lpp(1)).eq.3) then
+         q2fact(1)=q2bck(1)
+      else if (abs(lpp(2)).eq.2.or.abs(lpp(2)).eq.3) then
+         q2fact(2)=q2bck(2)
       endif
 
       if (btest(mlevel,3)) then

=== modified file 'UpdateNotes.txt'
--- UpdateNotes.txt	2020-01-20 14:53:46 +0000
+++ UpdateNotes.txt	2020-03-09 15:47:14 +0000
@@ -1,8 +1,29 @@
 Update notes for MadGraph5_aMC@NLO (in reverse time order)
 
 
-
-2.7.0(20/01/10)
+2.7.1(09/03/20)
+      OM: Fixing issue (wrong cross-section and differential cross-section) for
+          polarised sample when
+	   1) you have identical polarised particles
+	   2) those particles are decays
+	  examples: p p > j j w+{0} w+{T}, w+ > e+ e-
+      OM: In presence of identical particles, if you define the exact number of decays
+          (either via the decay chain syntax or via MadSpin) then they are assigned in an ordered way:
+          generate p p > z{0} z{T}, z > l+ l-, z > j j
+	  means that the Longitudinal Z decays to lepton (transverse to jet)
+	  Thanks to Jie Xiao for reporting such issues. 
+      OM: Effective Photon approximation is now always done with a fix cutoff. This use the FIXED factorization scale
+          of the associate beam as the cutoff of the Improved Weizsaecker-Williams.
+      OM: Allow to install lhapdf6.2 by default
+      OM: Fixing website used to download pdf since lhapdf removed their previous hepforge page for pdf set.
+      OM: Fixed a bug (leading to a crash) introduced in 2.6.6 related to the ckkw/MLM check for BSM model
+          with gluon with non QCD interaction
+      OM: For fortran standalone with python binding, this is not necessary anymore to run the code from a specific directory.
+          You need however need to use the standard path for the param_card or have the file ident_card within the same
+	  directory as the param_card.dat.
+
+
+2.7.0(10/01/20)
       OM: Allow for a new syntax in presence of multi-jet/lepton process:
          generate p p > 3j replaces p p > j j j 
       OM: Allow syntax for (fully) polarized particles at LO: [1912.01725]

=== modified file 'VERSION'
--- VERSION	2020-01-20 14:53:46 +0000
+++ VERSION	2020-03-09 15:47:14 +0000
@@ -1,5 +1,5 @@
-version = 2.7.0
-date = 2020-01-20
+version = 2.7.1
+date = 2020-03-09
 
 
 

=== modified file 'madgraph/core/base_objects.py'
--- madgraph/core/base_objects.py	2019-09-26 11:09:58 +0000
+++ madgraph/core/base_objects.py	2020-03-09 15:47:14 +0000
@@ -2465,7 +2465,11 @@
                 used_leg = [] 
                 mystr = mystr + '('
                 for leg in vert['legs'][:-1]:
-                    mystr = mystr + str(leg['number']) + '(%s)' % str(leg['id']) + ','
+                    if leg.get('polarization'):
+                        mystr = mystr + str(leg['number']) + '(%s{%s})' % (str(leg['id']),leg['polarization']) + ','
+                    else:
+                        mystr = mystr + str(leg['number']) + '(%s)' % str(leg['id']) + ','
+                        
                     used_leg.append(leg['number'])
                 if __debug__ and len(used_leg) != len(set(used_leg)):
                     pass_sanity = False
@@ -2474,7 +2478,11 @@
                 if self['vertices'].index(vert) < len(self['vertices']) - 1:
                     # Do not want ">" in the last vertex
                     mystr = mystr[:-1] + '>'
-                mystr = mystr + str(vert['legs'][-1]['number']) + '(%s)' % str(vert['legs'][-1]['id']) + ','
+                lastleg = vert['legs'][-1]
+                if lastleg['polarization']:
+                    mystr = mystr + str(lastleg['number']) + '(%s{%s})' % (str(lastleg['id']), lastleg['polarization']) + ','
+                else:
+                    mystr = mystr + str(lastleg['number']) + '(%s)' % str(lastleg['id']) + ','
                 mystr = mystr + 'id:' + str(vert['id']) + '),'
                                 
             mystr = mystr[:-1] + ')'
@@ -3041,7 +3049,18 @@
                                     for id_list in self['required_s_channels']])
                     mystr = mystr + ' > '
 
-            mystr = mystr + mypart.get_name() + ' '
+            mystr = mystr + mypart.get_name()
+            if leg.get('polarization'):
+                if leg.get('polarization') in [[-1,1],[1,-1]]:
+                    mystr = mystr + '{T} '
+                elif leg.get('polarization') == [-1]:
+                    mystr = mystr + '{L} '
+                elif leg.get('polarization') == [1]:
+                    mystr = mystr + '{R} '
+                else:
+                    mystr = mystr + '{%s} ' %','.join([str(p) for p in leg.get('polarization')])   
+            else:
+                mystr = mystr + ' '
             #mystr = mystr + '(%i) ' % leg['number']
             prevleg = leg
 
@@ -3165,7 +3184,19 @@
                                     for id_list in self['required_s_channels']])
                     mystr = mystr + '> '
 
-            mystr = mystr + mypart.get_name() + ' '
+            mystr = mystr + mypart.get_name()
+            if leg.get('polarization'):
+                if leg.get('polarization') in [[-1,1],[1,-1]]:
+                    mystr = mystr + '{T} '
+                elif leg.get('polarization') == [-1]:
+                    mystr = mystr + '{L} '
+                elif leg.get('polarization') == [1]:
+                    mystr = mystr + '{R} '
+                else:
+                    mystr = mystr + '{%s} ' %','.join([str(p) for p in leg.get('polarization')])   
+            else:
+                mystr = mystr + ' '
+             
             #mystr = mystr + '(%i) ' % leg['number']
             prevleg = leg
 
@@ -3246,7 +3277,18 @@
                    and leg['state'] == True:
                 # Separate initial and final legs by ">"
                 mystr = mystr + '> '
-            mystr = mystr + mypart.get_name() + ' '
+            mystr = mystr + mypart.get_name() 
+            if leg.get('polarization'):
+                if leg.get('polarization') in [[-1,1],[1,-1]]:
+                    mystr = mystr + '{T} '
+                elif leg.get('polarization') == [-1]:
+                    mystr = mystr + '{L} '
+                elif leg.get('polarization') == [1]:
+                    mystr = mystr + '{R} '
+                else:
+                    mystr = mystr + '{%s} ' %','.join([str(p) for p in leg.get('polarization')])   
+            else:
+                mystr = mystr + ' '
             prevleg = leg
 
         # Remove last space
@@ -3294,6 +3336,16 @@
                 mystr = mystr + mypart['name']
             else:
                 mystr = mystr + mypart['antiname']
+            if leg.get('polarization'):
+                if leg.get('polarization') in [[-1,1],[1,-1]]:
+                    mystr = mystr + 'T'
+                elif leg.get('polarization') == [-1]:
+                    mystr = mystr + 'L'
+                elif leg.get('polarization') == [1]:
+                    mystr = mystr + 'R'
+                else:
+                    mystr = mystr + '%s ' %''.join([str(p).replace('-','m') for p in leg.get('polarization')])   
+
             prevleg = leg
 
         # Check for forbidden particles
@@ -3346,6 +3398,16 @@
                 mystr = mystr + mypart['name']
             else:
                 mystr = mystr + mypart['antiname']
+            if leg.get('polarization'):
+                if leg.get('polarization') in [[-1,1],[1,-1]]:
+                    mystr = mystr + 'T'
+                elif leg.get('polarization') == [-1]:
+                    mystr = mystr + 'L'
+                elif leg.get('polarization') == [1]:
+                    mystr = mystr + 'R'
+                else:
+                    mystr = mystr + '%s ' %''.join([str(p).replace('-','m') for p in leg.get('polarization')])   
+
             prevleg = leg
 
         # Replace '~' with 'x'
@@ -3534,6 +3596,7 @@
         """Calculate the denominator factor for identical final state particles
         """
 
+        
         final_legs = filter(lambda leg: leg.get('state') == True, \
                               self.get_legs_with_decays())
 
@@ -3542,6 +3605,7 @@
             key = (leg.get('id'), tuple(leg.get('polarization')))
             identical_indices[key] += 1
 
+
         return reduce(lambda x, y: x * y, [ math.factorial(val) for val in \
                         identical_indices.values() ], 1)
 
@@ -3657,6 +3721,39 @@
         
         return False
 
+    def  check_polarization(self):
+        """ raise a critical information if someone tries something like
+            p p > Z{T} Z 
+            return True if no issue and False if some issue is found
+            """
+
+        pol = {}            
+        for leg in self.get('legs'):
+            if not leg.get('state'):
+                continue
+            if leg.get('polarization'):
+                for pid in leg.get('ids'):
+                    if pid not in pol:
+                        pol[pid] = [leg.get('polarization')]
+                    elif leg.get('polarization') in pol[pid]:
+                        # already present polarization -> no issue
+                        continue
+                    else:
+                        for p in leg.get('polarization'):
+                            if any(p in o for o in pol[pid]):
+                                return False
+                        pol[pid].append(leg.get('polarization'))
+            else:
+                for pid in leg.get('ids'):
+                    if pid not in pol:
+                        pol[pid] = [list(range(-3,4))]
+                    elif pol[pid] == [list(range(-3,4))]:
+                        continue
+                    else:
+                        return False
+
+        return True
+    
     def get_sorted_keys(self):
         """Return process property names as a nicely sorted list."""
 
@@ -3789,7 +3886,18 @@
                                     for id_list in self['required_s_channels']])
                     mystr = mystr + '> '
 
-            mystr = mystr + myparts + ' '
+            mystr = mystr + myparts
+            if leg.get('polarization'):
+                if leg.get('polarization') in [[-1,1],[1,-1]]:
+                    mystr = mystr + '{T}'
+                elif leg.get('polarization') == [-1]:
+                    mystr = mystr + '{L}'
+                elif leg.get('polarization') == [1]:
+                    mystr = mystr + '{R}'
+                else:
+                    mystr = mystr + '{%s} ' %''.join([str(p) for p in leg.get('polarization')])   
+            else:
+             mystr = mystr + ' '
             #mystr = mystr + '(%i) ' % leg['number']
             prevleg = leg
 

=== modified file 'madgraph/core/drawing.py'
--- madgraph/core/drawing.py	2019-05-16 08:22:57 +0000
+++ madgraph/core/drawing.py	2020-03-09 15:47:14 +0000
@@ -177,12 +177,28 @@
         return self.model.get_particle(pid).get(name)
 
 
-    def get_name(self, name='name'):
+    def get_name(self, name='name',add_pol=True):
         """Return the name associate to the particle."""
 
         pid = self.id
         model_info = self.model.get_particle(pid)
         
+        if add_pol and hasattr(self, 'polarization') and self.polarization:
+            name = self.get_name(name, add_pol=False)
+            pol = self.polarization
+            if pol in [[-1,1],[1,-1]]:
+                name += '_T'
+            elif pol == [-1]:
+                name += '_L'
+            elif pol == [1]:
+                name += '_R'
+            elif pol == [0]:
+                name += '_0'            
+            else:
+                name += '_pol'
+            return name
+
+        
         if pid > 0:
             return model_info.get(name)
         elif model_info:

=== modified file 'madgraph/core/helas_objects.py'
--- madgraph/core/helas_objects.py	2020-01-20 14:48:19 +0000
+++ madgraph/core/helas_objects.py	2020-03-09 15:47:14 +0000
@@ -12,7 +12,7 @@
 # For more information, visit madgraph.phys.ucl.ac.be and amcatnlo.web.cern.ch
 #
 ################################################################################
-
+from __future__ import division
 """Definitions of objects used to generate language-independent Helas
 calls: HelasWavefunction, HelasAmplitude, HelasDiagram for the
 generation of wavefunctions and amplitudes, HelasMatrixElement and
@@ -112,7 +112,8 @@
                      for p in sorted_tags[1:]]
         else:
             perms = []
-
+        
+        
         return [amplitude.get('has_mirror_process'),
                 process.get('id'),
                 process.get('is_decay_chain'),
@@ -206,7 +207,9 @@
             if s_pdg and (part.get('width').lower() == 'zero' or \
                vertex.get('legs')[-1].get('onshell') == False):
                 s_pdg = 0
-            return (((part.get('spin'), part.get('color'),
+
+            
+            return (((part.get('spin'), part.get('color'), 
                      part.get('self_antipart'),
                      part.get('mass'), part.get('width'), s_pdg),
                     ret_list),)
@@ -437,7 +440,7 @@
             charge = 0
         else:
             charge = abs(part.get('charge'))
-
+        
         return [((leg.get('number'), part.get('spin'), part.get('color'), charge,
                   part.get('mass'), part.get('width')),
                  (leg.get('number'),leg.get('id'),leg.get('state')))]
@@ -2113,8 +2116,7 @@
         for i in range(0,len(fermions), 2):
             if fermions[i].get('fermionflow') < 0 or \
                fermions[i+1].get('fermionflow') < 0:
-                indices.append(i/2 + 1)
-
+                indices.append(i//2 + 1)
         return tuple(sorted(indices))
 
     def get_vertex_leg_numbers(self, 
@@ -2896,8 +2898,6 @@
 
         # Now put together the fermion line merging in this amplitude
         if self.get('type')=='loop' and len(fermion_numbers)>0:
-            #misc.sprint(self.nice_string())
-
             # Remember that the amplitude closing the loop is always a 2-point
             # "fake interaction" attached on the second l-cut wavefunction.
             # So len(fermion_numbers) is either be 0 or 2.
@@ -3057,6 +3057,7 @@
                     })
                 if optimization != 0 and not mother.get('is_loop'):
                     wf_dict[(mother.get('number'),False)] = leg
+            
             legs.append(leg)
 
         return base_objects.Vertex({
@@ -3129,7 +3130,7 @@
         for i in range(0,len(fermions), 2):
             if fermions[i].get('fermionflow') < 0 or \
                fermions[i+1].get('fermionflow') < 0:
-                indices.append(i/2 + 1)
+                indices.append(i//2 + 1)
                 
         return tuple(sorted(indices))
 
@@ -3868,7 +3869,7 @@
         # First need to reset all legs_with_decays
         for proc in self.get('processes'):
             proc.set('legs_with_decays', base_objects.LegList())
-
+            
         # We need to keep track of how the
         # wavefunction numbers change
         replace_dict = {}
@@ -4044,7 +4045,6 @@
         if any(wf.get('polarization') for wf in wfs):
             raise InvalidCmd, 'In decay-chain polarization can only be specified in production not in decay. Please Retry'
 
-        
         len_decay = len(decay.get('diagrams'))
 
         number_external = old_wfs[0].get('number_external')
@@ -4101,17 +4101,18 @@
             if wf.get('number_external') > number_external:
                 wf.set('number_external',
                        wf.get('number_external') + incr_old)
+            
 
         # Multiply the diagrams by Ndiag
-
         diagrams = HelasDiagramList()
         for diagram in self.get('diagrams'):
             new_diagrams = [copy.copy(diag) for diag in \
                             [ diagram ] * (len_decay - 1)]
+
             # Update diagram number
             diagram.set('number', (diagram.get('number') - 1) * \
                         len_decay + 1)
-
+            
             for i, diag in enumerate(new_diagrams):
                 # Set diagram number
                 diag.set('number', diagram.get('number') + i + 1)
@@ -4133,6 +4134,8 @@
 
         self.set('diagrams', diagrams)
 
+
+
         # Now we work by decay process diagram, parameterized by numdecay
         for numdecay in range(len_decay):
 
@@ -4233,7 +4236,6 @@
                                 [])
                         earlier_wf_numbers = [wf.get('number') for wf in \
                                               earlier_wavefunctions]
-
                         i = 0
                         mother_arrays = [w.get('mothers').to_array() for \
                                          w in final_decay_wfs]
@@ -4320,6 +4322,7 @@
                                                    final_decay_wfs,
                                                    diagrams,
                                                    numbers)
+
             # Now that we are done with this set of diagrams, we need
             # to clean out duplicate wavefunctions (i.e., remove
             # identical wavefunctions which are already present in
@@ -4515,6 +4518,20 @@
                       filter(lambda leg: leg.get('state') == True, \
                               self.get('processes')[0].get('legs'))]
 
+        final_pols = [leg.get('polarization') for leg in \
+                      filter(lambda leg: leg.get('state') == True, \
+                              self.get('processes')[0].get('legs'))]
+        
+        pols_by_id = {}
+        for id, pol in zip(final_legs, final_pols):
+            if id not in pols_by_id:
+                pols_by_id[id]  = {tuple(pol):1}
+            else:
+                if tuple(pol) in pols_by_id[id]:
+                    pols_by_id[id][tuple(pol)] += 1
+                else:
+                    pols_by_id[id][tuple(pol)] = 1 
+                
         # Leg ids for legs being replaced by decay chains
         decay_ids = [decay.get('legs')[0].get('id') for decay in \
                      self.get('processes')[0].get('decay_chains')]
@@ -4551,6 +4568,23 @@
                     chains.pop(i)
                 else:
                     i = i + 1
+                    
+            # check if all those identical decay are originated from the 
+            # same set of polarization state
+            pid = first_chain.get('processes')[0].get('legs')[0].get('id')
+            if len(pols_by_id[pid]) !=1 and ident_copies == sum(pols_by_id[pid].values())\
+               and not self.ordering_for_pol[pid]:
+                nb_tot = 0
+                #tmp = 1
+                for value in pols_by_id[pid].values():
+                    iden_chains_factor *= math.factorial(value)
+                    #tmp /= math.factorial(value)
+                    nb_tot += value
+                iden_chains_factor /= math.factorial(nb_tot)
+                #tmp *= math.factorial(nb_tot)
+                
+
+            
             iden_chains_factor = iden_chains_factor * \
                                  math.factorial(ident_copies)
 
@@ -5376,6 +5410,13 @@
                             core_process.get('processes')[0].get_final_legs())
             # List of ids for the final state legs
             fs_ids = [leg.get('id') for leg in fs_legs]
+            fs_pols = [leg.get('polarization') for leg in fs_legs]
+            fs_pols_dict = {}
+            for id, pol in zip(fs_ids, fs_pols):
+                if id not in fs_pols_dict:
+                    fs_pols_dict[id] = [pol]
+                else:
+                    fs_pols_dict[id].append(pol)
             # Create a dictionary from id to (index, leg number)
             fs_numbers = {}
             fs_indices = {}
@@ -5426,34 +5467,38 @@
                                  decay_elements], [])
 
                     chains = [chain] * len(fs_numbers[fs_id])
+                    
+                    ordered_for_pol = False
+                else:
+                    ordered_for_pol = True
 
                 red_decay_chains = []
+
                 for prod in itertools.product(*chains):
-
                     # Now, need to ensure that we don't append
                     # duplicate chain combinations, e.g. (a>bc, a>de) and
-                    # (a>de, a>bc)
-                    
+                    # (a>de, a>bc)                    
+                    pols = fs_pols_dict[fs_id]
                     # Remove double counting between final states
-                    if sorted([p.get('processes')[0] for p in prod],
-                              lambda x1, x2: x1.compare_for_sort(x2)) \
+                    if sorted([(p.get('processes')[0], str(pols[i])) for i,p in enumerate(prod)],
+                              key=lambda x: x[0].list_for_sort()) \
                               in red_decay_chains:
                         continue
-                    
+
                     # Store already used combinations
                     red_decay_chains.append(\
-                    sorted([p.get('processes')[0] for p in prod],
-                              lambda x1, x2: x1.compare_for_sort(x2)))
+                        sorted([(p.get('processes')[0], str(pols[i])) for i,p in enumerate(prod)],
+                        key=lambda x: x[0].list_for_sort())
+                        )      
 
                     # Add the decays to the list
                     decay_list.append(zip(fs_numbers[fs_id], prod))
 
                 decay_lists.append(decay_list)
-
+                 
             # Finally combine all decays for this process,
             # and combine them, decay by decay
             for decays in itertools.product(*decay_lists):
-                
                 # Generate a dictionary from leg number to decay process
                 decay_dict = dict(sum(decays, []))
 
@@ -5481,9 +5526,16 @@
                              ", ".join([d.get('processes')[0].nice_string().\
                                         replace('Process: ', '') \
                                         for d in decay_dict.values()])))
+
+                if pols:
+                    if hasattr(matrix_element,'ordering_for_pol'):
+                        matrix_element.ordering_for_pol[fs_id] = ordered_for_pol
+                    else:
+                        matrix_element.ordering_for_pol = {fs_id: ordered_for_pol}
+                        
                     
-                matrix_element.insert_decay_chains(decay_dict)    
-                
+                matrix_element.insert_decay_chains(decay_dict)
+ 
                 if combine:
                     me_tag = IdentifyMETag.create_tag(\
                             matrix_element.get_base_amplitude(),
@@ -5506,9 +5558,11 @@
                             permutations.append(me_tag[-1][0].\
                                             get_external_numbers())
                 else: # try
+                    
                     other_processes = matrix_elements[me_index].get('processes')
                     logger.info("Combining process with %s" % \
                       other_processes[0].nice_string().replace('Process: ', ''))
+
                     for proc in matrix_element.get('processes'):
                         other_processes.append(HelasMultiProcess.\
                               reorder_process(proc,
@@ -5701,6 +5755,7 @@
                   "%s is not valid AmplitudeList" % type(amplitudes)
 
         combine = combine_matrix_elements
+
         if 'mode' in matrix_element_opts and matrix_element_opts['mode']=='MadSpin':
             combine = False
             del matrix_element_opts['mode']
@@ -5749,10 +5804,9 @@
                     if not matrix_element.get('processes') or \
                            not matrix_element.get('diagrams'):
                         continue
-
                     # Create IdentifyMETag
                     amplitude_tag = IdentifyMETag.create_tag(\
-                                    matrix_element.get_base_amplitude())
+                                           matrix_element.get_base_amplitude())
                     try:
                         if not combine:
                             raise ValueError

=== modified file 'madgraph/interface/amcatnlo_run_interface.py'
--- madgraph/interface/amcatnlo_run_interface.py	2019-12-11 10:31:48 +0000
+++ madgraph/interface/amcatnlo_run_interface.py	2020-03-09 15:47:14 +0000
@@ -925,7 +925,8 @@
         self.check_available_module(opt['mother_interface'].options)
         self.last_mode = opt['mother_interface'].last_mode
         self.proc_characteristics = opt['mother_interface'].proc_characteristics
-        self.run_card = banner_mod.RunCard(pjoin(self.me_dir,'Cards', 'run_card.dat'))
+        self.run_card = banner_mod.RunCard(pjoin(self.me_dir,'Cards', 'run_card.dat'),
+                                           consistency='warning')
         super(AskRunNLO,self).__init__(self.to_control, opt['mother_interface'],
                                      *args, **opt)
 

=== modified file 'madgraph/interface/common_run_interface.py'
--- madgraph/interface/common_run_interface.py	2019-12-20 22:54:18 +0000
+++ madgraph/interface/common_run_interface.py	2020-03-09 15:47:14 +0000
@@ -4193,8 +4193,7 @@
                                         lhapdf_version, alternate_path)
         elif lhapdf_version.startswith('6.'):
             # try to do a simple wget
-            wwwpath = "http://www.hepforge.org/archive/lhapdf/pdfsets/%s/%s.tar.gz" 
-            wwwpath %= ('.'.join(lhapdf_version.split('.')[:2]), filename)
+            wwwpath = "http://lhapdfsets.web.cern.ch/lhapdfsets/current/%s.tar.gz" % filename
             misc.wget(wwwpath, pjoin(pdfsets_dir, '%s.tar.gz' %filename))
             misc.call(['tar', '-xzpvf', '%s.tar.gz' %filename],
                       cwd=pdfsets_dir)

=== modified file 'madgraph/interface/extended_cmd.py'
--- madgraph/interface/extended_cmd.py	2020-01-19 16:22:42 +0000
+++ madgraph/interface/extended_cmd.py	2020-03-09 15:47:14 +0000
@@ -2643,11 +2643,13 @@
             out = super(ControlSwitch,self).postcmd(stop, line)
         except AttributeError:
             pass
-        
+        if out:
+            return out
+
         line = line.strip()
         if ';' in line:
             line= [l for l in line.split(';') if l][-1] 
-        if line in self.quit_on:
+        if line in self.quit_on or self.value in self.quit_on:
             return True
         if self.value != 'reask':
             self.create_question()

=== modified file 'madgraph/interface/loop_interface.py'
--- madgraph/interface/loop_interface.py	2019-11-22 04:12:58 +0000
+++ madgraph/interface/loop_interface.py	2020-03-09 15:47:14 +0000
@@ -576,7 +576,7 @@
             
             # ONLINE INSTALLATION
             elif value == 'install':
-                prog = {'pjfry': 'PJFry', 'golem': 'Golem95'}
+                prog = {'golem': 'Golem95'}
                 if key in prog:
                     self.exec_cmd('install %s' % prog[key])
                 else:
@@ -914,7 +914,7 @@
     
     local_installer = ['ninja', 'collier']
     required = ['cuttools', 'iregi']
-    order = ['cuttools', 'iregi', 'ninja', 'collier', 'golem', 'pjfry']
+    order = ['cuttools', 'iregi', 'ninja', 'collier', 'golem']
     bypassed = ['pjfry']
 
     @property
@@ -934,13 +934,11 @@
         self.code = {'ninja': 'install',
                      'collier': 'install',
                      'golem': 'off',
-                     'pjfry':'off',
                      'cuttools': 'required',
                      'iregi': 'required'}
         if not self.online:
             self.code['ninja'] = 'local'
             self.code['collier'] = 'local'
-            self.code['pjfry'] = 'fail'
             self.code['golem'] = 'fail'
         if not misc.which('cmake'):
             self.code['collier'] = 'off'
@@ -960,8 +958,6 @@
                 install_dir2 = MG5DIR     
             if os.path.exists(pjoin(install_dir1, 'collier')):
                 self.code['collier'] =  pjoin(install_dir1, 'collier')
-            if os.path.exists(pjoin(install_dir2, 'PJFry','bin','qd-config')):
-                self.code['pjfry'] =  pjoin(install_dir2, 'PJFry')
             if os.path.exists(pjoin(install_dir2, 'golem95')):
                 self.code['glem'] =  pjoin(install_dir2, 'golem95')
             if os.path.exists(pjoin(install_dir1, 'ninja')):
@@ -987,7 +983,6 @@
         descript =  {'cuttools': ['cuttools','(OPP)','[0711.3596]'],
                      'iregi': ['iregi','(TIR)','[1405.0301]'],
                      'ninja': ['ninja','(OPP)','[1403.1229]'],
-                     'pjfry': ['pjfry','(TIR)','[1112.0500]'],
                      'golem': ['golem','(TIR)','[0807.0605]'],
                      'collier': ['collier','(TIR)','[1604.06792]']} 
 
@@ -1105,7 +1100,6 @@
 
 
     do_ninja = lambda self,line : self.apply_name('ninja', line)
-    do_pjfry = lambda self,line : self.apply_name('pjfry', line)
     do_collier = lambda self,line : self.apply_name('collier', line)
     do_golem = lambda self,line : self.apply_name('golem', line)
     do_cuttools = lambda self,line : self.apply_name('cuttools', line)
@@ -1126,7 +1120,6 @@
             return self.list_completion(text, ['install', 'noinstall', 'local'], line)
     
     complete_ninja = complete_prog 
-    complete_pjfry = complete_prog
     complete_collier = complete_prog
     complete_golem = complete_prog
     complete_cuttools = complete_prog

=== modified file 'madgraph/interface/madevent_interface.py'
--- madgraph/interface/madevent_interface.py	2020-01-08 14:13:32 +0000
+++ madgraph/interface/madevent_interface.py	2020-03-09 15:47:14 +0000
@@ -3353,7 +3353,9 @@
         #check difficult PS case
         if float(self.run_card['mmjj']) > 0.01 * (float(self.run_card['ebeam1'])+float(self.run_card['ebeam2'])):
             self.pass_in_difficult_integration_mode()
-        
+        elif self.run_card['hard_survey']:
+            self.pass_in_difficult_integration_mode()
+            
         jobs, P_zero_result = ajobcreator.launch()
         # Check if all or only some fails
         if P_zero_result:
@@ -3385,22 +3387,22 @@
         
         # improve survey options if default
         if self.opts['points'] == self._survey_options['points'][1]:
-            self.opts['points'] = 2 * self._survey_options['points'][1]
+            self.opts['points'] = 3 * self._survey_options['points'][1]
         if self.opts['iterations'] == self._survey_options['iterations'][1]:
-            self.opts['iterations'] = 1 + self._survey_options['iterations'][1]
+            self.opts['iterations'] = 2 + self._survey_options['iterations'][1]
         if self.opts['accuracy'] == self._survey_options['accuracy'][1]:
-            self.opts['accuracy'] = self._survey_options['accuracy'][1]/2  
+            self.opts['accuracy'] = self._survey_options['accuracy'][1]/3  
         
         # Modify run_config.inc in order to improve the refine
-        #conf_path = pjoin(self.me_dir, 'Source','run_config.inc')
-        #files.cp(conf_path, conf_path + '.bk')
+        conf_path = pjoin(self.me_dir, 'Source','run_config.inc')
+        files.cp(conf_path, conf_path + '.bk')
         #
-        #text = open(conf_path).read()
-        #text = re.sub('''\(min_events = \d+\)''', '''(min_events = 7500 )''', text)
-        #text = re.sub('''\(max_events = \d+\)''', '''(max_events = 20000 )''', text)
-        #fsock = open(conf_path, 'w')
-        #fsock.write(text)
-        #fsock.close()
+        text = open(conf_path).read()
+        text = re.sub('''\(min_events = \d+\)''', '''(min_events = 7500 )''', text)
+        text = re.sub('''\(max_events = \d+\)''', '''(max_events = 40000 )''', text)
+        fsock = open(conf_path, 'w')
+        fsock.write(text)
+        fsock.close()
         
         # Compile
         for name in ['../bin/internal/gen_ximprove', 'all']:
@@ -4670,13 +4672,7 @@
                                 # sed on MAC has slightly different synthax than on
                                 os.system(' '.join(['sed','-i',"''","'%s;$d'"%
                                         (';'.join('%id'%(i+1) for i in range(n_head))),hepmc_file]))          
-                            else:
-                                
-                                
-                                os.system('head -n -1')
-                                os.system(' '.join(['head','-n','-1',hepmc_file,'|','tail','-n','+'+str(n_head),'>','tmpfile']))
-                                os.system(' '.join(['mv','tmpfile',hepmc_file]))
-                                
+                            else:                                
                                 # other UNIX systems 
                                 os.system(' '.join(['sed','-i']+["-e '%id'"%(i+1) for i in range(n_head)]+
                                                                             ["-e '$d'",hepmc_file]))

=== modified file 'madgraph/interface/madgraph_interface.py'
--- madgraph/interface/madgraph_interface.py	2020-01-15 18:23:15 +0000
+++ madgraph/interface/madgraph_interface.py	2020-03-09 15:47:14 +0000
@@ -922,7 +922,7 @@
             raise self.InvalidCmd('Decay chains not allowed in check')
         
         user_options = {'--energy':'1000','--split_orders':'-1',
-                   '--reduction':'1|2|3|4|5|6','--CTModeRun':'-1',
+                   '--reduction':'1|3|5|6','--CTModeRun':'-1',
                    '--helicity':'-1','--seed':'-1','--collier_cache':'-1',
                    '--collier_req_acc':'auto',
                    '--collier_internal_stability_test':'False',
@@ -2831,7 +2831,7 @@
                    'gauge','lorentz', 'brs', 'cms']
     _import_formats = ['model_v4', 'model', 'proc_v4', 'command', 'banner']
     _install_opts = ['Delphes', 'MadAnalysis4', 'ExRootAnalysis',
-                     'update', 'Golem95', 'PJFry', 'QCDLoop', 'maddm', 'maddump',
+                     'update', 'Golem95', 'QCDLoop', 'maddm', 'maddump',
                      'looptools']
     
     # The targets below are installed using the HEPToolsInstaller.py script
@@ -2886,7 +2886,6 @@
                        'cluster_queue': None,
                        'cluster_status_update': (600, 30),
                        'fastjet':'fastjet-config',
-                       'pjfry':'auto',
                        'golem':'auto',
                        'samurai':None,
                        'ninja':'./HEPTools/lib',
@@ -3120,6 +3119,20 @@
                myprocdef.get_ninitial() and not standalone_only:
                 raise self.InvalidCmd("Can not mix processes with different number of initial states.")               
 
+            #Check that we do not have situation like z{T} z
+            if not myprocdef.check_polarization():
+                logger.critical("Not Supported syntax:\n"+ \
+                                "   Syntax like p p  > Z{T} Z are ambiguious" +\
+                                "   Behavior is not guarantee to be stable within future version of the code." + \
+                                "   Furthemore, you can have issue with symmetry factor (we do not guarantee [differential] cross-section."+\
+                                "   We suggest you to abort this computation")
+                ans = self.ask('Do you want to continue', 'no',['yes','no'])
+                if ans == 'no':
+                    raise self.InvalidCmd("Not supported syntax of type p p  > Z{T} Z")
+                    
+                
+                
+
             self._curr_proc_defs.append(myprocdef)
             
             # Negative coupling order contraints can be given on at most one
@@ -3753,8 +3766,7 @@
             options.horizontal = True
             options.external = True  
             options.max_size = 0.3 
-            options.add_gap = 0.5
-            misc.sprint(options)     
+            options.add_gap = 0.5  
         options = draw_lib.DrawOption(options)
         start = time.time()
 
@@ -3850,7 +3862,6 @@
         if args[0] in ['stability', 'profile']:
             options['npoints'] = int(args[1])
             args = args[:1]+args[2:]
-        
         MLoptions={}
         i=-1
         CMS_options = {}
@@ -4217,13 +4228,11 @@
                     logger_check.warning('IREGI not available on your system; it will be skipped.')                    
                     MLoptions["MLReductionLib"].remove(3)
 
-        if 'pjfry' in self.options and isinstance(self.options['pjfry'],str):
-            TIR_dir['pjfry_dir']=self.options['pjfry']
-        else:
-            if "MLReductionLib" in MLoptions:
-                if 2 in MLoptions["MLReductionLib"]:
-                    logger_check.warning('PJFRY not available on your system; it will be skipped.')                    
-                    MLoptions["MLReductionLib"].remove(2)
+
+        if "MLReductionLib" in MLoptions:
+            if 2 in MLoptions["MLReductionLib"]:
+                logger_check.warning('PJFRY not supported anymore; it will be skipped.')                    
+                MLoptions["MLReductionLib"].remove(2)
                     
         if 'golem' in self.options and isinstance(self.options['golem'],str):
             TIR_dir['golem_dir']=self.options['golem']
@@ -5714,7 +5723,7 @@
                 shutil.rmtree(pjoin(MG5DIR,'HEPTools','HEPToolsInstallers'))
                 shutil.copytree(os.path.abspath(pjoin(MG5DIR,os.path.pardir,
            'HEPToolsInstallers')),pjoin(MG5DIR,'HEPTools','HEPToolsInstallers'))
-            
+
         # Potential change in naming convention
         name_map = {}
         try:
@@ -5749,7 +5758,7 @@
 
         # Add the path of pythia8 if known and the MG5 path
         if tool=='mg5amc_py8_interface':
-            add_options.append('--mg5_path=%s'%MG5DIR)
+            #add_options.append('--mg5_path=%s'%MG5DIR)
             # Warn about the soft dependency to gnuplot
             if misc.which('gnuplot') is None:
                 logger.warning("==========")
@@ -5836,6 +5845,7 @@
             logger.info('Now installing %s. Be patient...'%tool)
             # Make sure each otion in add_options appears only once
             add_options = list(set(add_options))
+            add_options.append('--mg5_path=%s'%MG5DIR)
              # And that the option '--force' is placed last.
             add_options = [opt for opt in add_options if opt!='--force']+\
                         (['--force'] if '--force' in add_options else [])
@@ -5981,7 +5991,6 @@
                           'Delphes2':['arXiv:0903.2225'],
                           'SysCalc':['arXiv:1801.08401'],
                           'Golem95':['arXiv:0807.0605'],
-                          'PJFry':['arXiv:1210.4095','arXiv:1112.0500'],
                           'QCDLoop':['arXiv:0712.1851'],
                           'pythia8':['arXiv:1410.3012'],
                           'lhapdf6':['arXiv:1412.7420'],
@@ -6003,7 +6012,7 @@
                 'ExRootAnalysis': 'ExRootAnalysis','MadAnalysis':'madanalysis5',
                 'MadAnalysis4':'MadAnalysis',
                 'SysCalc':'SysCalc', 'Golem95': 'golem95',
-                'PJFry':'PJFry','QCDLoop':'QCDLoop','MadAnalysis5':'madanalysis5',
+                'QCDLoop':'QCDLoop','MadAnalysis5':'madanalysis5',
                 'maddm':'maddm'
                 }
 
@@ -6137,10 +6146,6 @@
             return self.advanced_install(name, path['HEPToolsInstaller'],
                                         additional_options = add_options)
 
-        if args[0] == 'PJFry' and not os.path.exists(
-                                 pjoin(MG5DIR,'QCDLoop','lib','libqcdloop1.a')):
-            logger.info("Installing PJFRY's dependence QCDLoop...")
-            self.do_install('QCDLoop', paths=path)
 
         if args[0] == 'Delphes':
             args[0] = 'Delphes3'        
@@ -6244,16 +6249,6 @@
             '--prefix=%s'%str(pjoin(MG5DIR, name)),'FC=%s'%os.environ['FC']],
             cwd=pjoin(MG5DIR,'golem95'),stdout=subprocess.PIPE).communicate()[0]
 
-        # For PJFry, use autotools.
-        if name == 'PJFry':
-            # Run the configure script
-            ld_path = misc.Popen(['./configure', 
-            '--prefix=%s'%str(pjoin(MG5DIR, name)),
-            '--enable-golem-mode', '--with-integrals=qcdloop1',
-            'LDFLAGS=-L%s'%str(pjoin(MG5DIR,'QCDLoop','lib')),
-            'FC=%s'%os.environ['FC'],
-            'F77=%s'%os.environ['FC']], cwd=pjoin(MG5DIR,name),
-                                        stdout=subprocess.PIPE).communicate()[0]
 
         # For QCDLoop, use autotools.
         if name == 'QCDLoop':
@@ -6352,7 +6347,7 @@
             if name == 'pythia-pgs':
                 #SLC6 needs to have this first (don't ask why)
                 status = misc.call(['make'], cwd = pjoin(MG5DIR, name, 'libraries', 'pylib'))
-            if name in ['golem95','QCDLoop','PJFry']:
+            if name in ['golem95','QCDLoop']:
                 status = misc.call(['make','install'], 
                                                cwd = os.path.join(MG5DIR, name))
             else:
@@ -6365,7 +6360,7 @@
             if name == 'pythia-pgs':
                 #SLC6 needs to have this first (don't ask why)
                 status = self.compile(mode='', cwd = pjoin(MG5DIR, name, 'libraries', 'pylib'))
-            if name in ['golem95','QCDLoop','PJFry']:
+            if name in ['golem95','QCDLoop']:
                 status = misc.compile(['install'], mode='', 
                                           cwd = os.path.join(MG5DIR, name))
             else:
@@ -6459,17 +6454,13 @@
                            'MadAnalysis': 'madanalysis_path',
                            'SysCalc': 'syscalc_path',
                            'pythia-pgs':'pythia-pgs_path',
-                           'Golem95': 'golem',
-                           'PJFry': 'pjfry'}
+                           'Golem95': 'golem'}
 
         if args[0] in options_name:
             opt = options_name[args[0]]
             if opt=='golem':
                 self.options[opt] = pjoin(MG5DIR,name,'lib')
-                self.exec_cmd('save options %s' % opt, printcmd=False)
-            elif opt=='pjfry':
-                self.options[opt] = pjoin(MG5DIR,'PJFry','lib')
-                self.exec_cmd('save options %s' % opt, printcmd=False)            
+                self.exec_cmd('save options %s' % opt, printcmd=False)           
             elif self.options[opt] != self.options_configuration[opt]:
                 self.options[opt] = self.options_configuration[opt]
                 self.exec_cmd('save options %s' % opt, printcmd=False)
@@ -6914,7 +6905,7 @@
                     else:
                         continue
 
-            elif key in ['pjfry','golem','samurai']:
+            elif key in ['golem','samurai']:
                 if isinstance(self.options[key],str) and self.options[key].lower() == 'auto':
                     # try to find it automatically on the system                                                                                                                                            
                     program = misc.which_lib('lib%s.a'%key)
@@ -6924,7 +6915,7 @@
                         self.options[key]=fpath
                     else:
                         # Try to look for it locally
-                        local_install = {'pjfry':'PJFRY', 'golem':'golem95',
+                        local_install = { 'golem':'golem95',
                                          'samurai':'samurai'}
                         if os.path.isfile(pjoin(MG5DIR,local_install[key],'lib', 'lib%s.a' % key)):
                             self.options[key]=pjoin(MG5DIR,local_install[key],'lib')
@@ -7540,7 +7531,7 @@
                 logger.info('set fastjet to %s' % args[1])
                 self.options[args[0]] = args[1]
 
-        elif args[0] in ['pjfry','golem','samurai','ninja','collier'] and \
+        elif args[0] in ['golem','samurai','ninja','collier'] and \
              not (args[0] in ['ninja','collier'] and args[1]=='./HEPTools/lib'):
             if args[1] in ['None',"''",'""']:
                 self.options[args[0]] = None
@@ -7995,7 +7986,7 @@
                     exporter = self._curr_exporter.generate_process_directory(\
                             me_group.get('matrix_elements'), self._curr_helas_model,
                             process_string = me_group.get('name'),
-                            process_number = group_number,
+                            process_number = group_number+1,
                             version = version)
                     process_names.append(exporter.process_name)
             else:

=== modified file 'madgraph/iolibs/export_v4.py'
--- madgraph/iolibs/export_v4.py	2020-01-10 20:02:44 +0000
+++ madgraph/iolibs/export_v4.py	2020-03-09 15:47:14 +0000
@@ -5150,10 +5150,10 @@
         
         # check consistency
         for i, sym_fact in enumerate(symmetry):
-            if sym_fact > 0:
+            
+            if sym_fact >= 0:
                 continue
             if nqcd_list[i] != nqcd_list[abs(sym_fact)-1]:
-                misc.sprint(i, sym_fact, nqcd_list[i], nqcd_list[abs(sym_fact)])
                 raise Exception, "identical diagram with different QCD powwer" 
                                       
         

=== modified file 'madgraph/iolibs/group_subprocs.py'
--- madgraph/iolibs/group_subprocs.py	2018-02-23 15:28:53 +0000
+++ madgraph/iolibs/group_subprocs.py	2020-03-09 15:47:14 +0000
@@ -223,7 +223,7 @@
         masses"""
 
         beam = [l.get('id') for l in process.get('legs') if not l.get('state')]
-        fs = [l.get('id') for l in process.get('legs') if l.get('state')]
+        fs = [(l.get('id'), l) for l in process.get('legs') if l.get('state')]
         name = ""
         for beam in beam:
             part = process.get('model').get_particle(beam)
@@ -231,7 +231,7 @@
                    part.get('color') != 1:
                 name += "q"
             elif criteria == 'madweight':
-                 name += part.get_name().replace('~', 'x').\
+                name += part.get_name().replace('~', 'x').\
                             replace('+', 'p').replace('-', 'm')
             elif part.get('mass').lower() == 'zero' and part.is_fermion() and \
                    part.get('color') == 1 and part.get('pdg_code') % 2 == 1:
@@ -243,7 +243,7 @@
                 name += part.get_name().replace('~', 'x').\
                             replace('+', 'p').replace('-', 'm')
         name += "_"
-        for fs_part in fs:
+        for (fs_part, leg) in fs:
             part = process.get('model').get_particle(fs_part)
             if part.get('mass').lower() == 'zero' and part.get('color') != 1 \
                    and part.get('spin') == 2:
@@ -260,6 +260,16 @@
             else:
                 name += part.get_name().replace('~', 'x').\
                             replace('+', 'p').replace('-', 'm')
+            if leg.get('polarization'):
+                if leg.get('polarization') in [[-1,1],[1,-1]]:
+                    name += 'T'
+                elif leg.get('polarization') == [-1]:
+                    name += 'L'
+                elif leg.get('polarization') == [1]:
+                    name += 'R'
+                else:
+                    name += '%s' %''.join([str(p).replace('-','m') for p in leg.get('polarization')])   
+
         
         for dc in process.get('decay_chains'):
             name += "_" + self.generate_name(dc, criteria)

=== modified file 'madgraph/madevent/gen_ximprove.py'
--- madgraph/madevent/gen_ximprove.py	2019-12-03 20:33:55 +0000
+++ madgraph/madevent/gen_ximprove.py	2020-03-09 15:47:14 +0000
@@ -910,7 +910,7 @@
             if C.get('axsec') == 0:
                 continue
             if goal_lum/(C.get('luminosity')+1e-99) >= 1 + (self.gen_events_security-1)/2:
-                logger.debug("channel %s is at %s (%s) (%s pb)", C.name,  C.get('luminosity'), goal_lum/(C.get('luminosity')+1e-99), C.get('xsec'))
+                logger.debug("channel %s is at lum=%s (need to improve by %s) (xsec=%s pb)", C.name,  C.get('luminosity'), goal_lum/(C.get('luminosity')+1e-99), C.get('xsec'))
                 to_refine.append(C)
             elif C.get('xerr') > max(C.get('axsec'),
               (1/(100*math.sqrt(self.err_goal)))*all_channels[-1].get('axsec')):

=== modified file 'madgraph/various/banner.py'
--- madgraph/various/banner.py	2020-01-15 07:31:31 +0000
+++ madgraph/various/banner.py	2020-03-09 15:47:14 +0000
@@ -3091,6 +3091,7 @@
         self.add_param('issgridfile', '', hidden=True)
         #job handling of the survey/ refine
         self.add_param('job_strategy', 0, hidden=True, include=False, allowed=[0,1,2], comment='see appendix of 1507.00020 (page 26)')
+        self.add_param('hard_survey', False, hidden=True, include=False, comment='force to have better estimate of the integral at survey for difficult mode like VBF')
         self.add_param('survey_splitting', -1, hidden=True, include=False, comment="for loop-induced control how many core are used at survey for the computation of a single iteration.")
         self.add_param('survey_nchannel_per_job', 2, hidden=True, include=False, comment="control how many Channel are integrated inside a single job on cluster/multicore")
         self.add_param('refine_evt_by_job', -1, hidden=True, include=False, comment="control the maximal number of events for the first iteration of the refine (larger means less jobs)")
@@ -3210,6 +3211,18 @@
             if self['nb_proton2'] !=1 or self['nb_neutron2'] !=0:
                 raise InvalidRunCard, "Heavy ion mode is only supported for lpp2=1/2"   
 
+        # check if lpp = 
+        for i in [1,2]:
+            if self['lpp%s' % i ] == 3 and self['dsqrt_q2fact%s'%i] > 4:
+                raise InvalidRunCard( "Photon from electron are using fixed scale value of muf [dsqrt_q2fact%s] as the cut off value of the approximation.\n" % i + \
+                                      "For EPA this number should be small (for HERA prediction it should be 2 at most)")
+            if self['lpp%s' % i ] == 2 and self['dsqrt_q2fact%s'%i] == 91.188:
+                raise InvalidRunCard("Since 2.7.1 Photon from proton are using fixed scale value of muf [dsqrt_q2fact%s] as the cut of th Improved Weizsaecker-Williams formula. Please edit it accordingly." % i)
+        
+        # if both lpp1/2 are on PA mode -> force fixed factorization scale
+        if self['lpp1'] in [2, 3] and self['lpp2'] in [2, 3] and not self['fixed_fac_scale']:
+            raise InvalidRunCard("Having both beam in elastic photon mode requires fixec_fac_scale to be on True [since this is use as cutoff]")
+
 
     def update_system_parameter_for_include(self):
         

=== modified file 'models/template_files/fortran/lha_read.f'
--- models/template_files/fortran/lha_read.f	2016-10-27 15:40:27 +0000
+++ models/template_files/fortran/lha_read.f	2020-03-09 15:47:14 +0000
@@ -201,7 +201,6 @@
 
       param(1)=' '
       value(1)=' '
-
       ! Try to open param-card file
       call LHA_open_file(iunit,param_name,fopened)
       if(.not.fopened) then
@@ -339,6 +338,11 @@
       integer fine
       integer dirup,i
 
+      character*90 lastopen
+      save lastopen
+      data lastopen /''/
+      integer sindex
+      
 c-----
 c     Begin Code
 c-----
@@ -347,10 +351,26 @@
 c
       open(unit=lun,file=filename,status='old',ERR=20)
 c      write(*,*) 'read model file ',filename
+      sindex = INDEX(filename, '/' , .true.)
+      if (sindex.ne.0)then
+         lastopen = filename(1:sindex)
+      endif
       fopened=.true.
       return
+
+ 20   if (lastopen(1:2).ne.' ')then
+         fine=index(lastopen,' ')
+         if (fine.ne.0) then
+            tempname = lastopen(1:fine-1)//filename
+         else
+            tempname = lastopen//filename
+         endif
+         open(unit=lun,file=tempname,status='old',ERR=30)
+         fopened=.true.
+         return
+      endif
       
-20    tempname=filename
+30    tempname=filename
       fine=index(tempname,' ')
       if(fine.eq.0) fine=len(tempname)
       tempname=tempname(1:fine)
@@ -363,11 +383,11 @@
 
       fopened=.false.
       do i=0,5
-        open(unit=lun,file=tempname,status='old',ERR=30)
+        open(unit=lun,file=tempname,status='old',ERR=40)
         fopened=.true.
 c        write(*,*) 'read model file ',tempname
         exit
-30      tempname='../'//tempname
+40      tempname='../'//tempname
         if (i.eq.5)then
            write(*,*) 'Warning: file ',filename,
      &                           ' not found in the parent directories!(lha_read)'

=== modified file 'tests/acceptance_tests/test_cmd.py'
--- tests/acceptance_tests/test_cmd.py	2019-05-09 10:05:05 +0000
+++ tests/acceptance_tests/test_cmd.py	2020-03-09 15:47:14 +0000
@@ -157,7 +157,7 @@
                     'text_editor': None, 
                     'cluster_queue': None,
                     'nb_core': None,
-                    'pjfry': 'auto',
+                    #'pjfry': 'auto',
                     'golem': 'auto',
                     'run_mode': 2,
                     'pythia-pgs_path': './pythia-pgs', 

=== modified file 'tests/parallel_tests/compare_with_old_mg5_version.py'
--- tests/parallel_tests/compare_with_old_mg5_version.py	2020-01-20 14:48:19 +0000
+++ tests/parallel_tests/compare_with_old_mg5_version.py	2020-03-09 15:47:14 +0000
@@ -478,7 +478,7 @@
         # Create a list of processes to check automatically                                                                                                                             
         my_proc_list = ['p p > j j']
         values = {'number_of_P0': '1',
-                  'cross_P0_qq_qq': '6.069e+04'}
+                  'cross_P0_qq_qq': '61057.7188'}
 
         # Store list of non-zero processes and results in file                                                                                                                          
         self.compare_cross_section_to_values(values, my_proc_list,
@@ -508,6 +508,29 @@
                              orders = {'QED':99, 'QCD':99},
                              filename = "short_cs_sm3.log")
 
+    def test_short_cross_pol(self):
+        """Test a short list of sm processes""" 
+        my_proc_list = ['u u~ > z{0} z{T}, (z > e+ e-)',
+                        'u u~ > z{0} z{T}, (z > e+ e-), (z > mu+ mu-)',
+                        'u u~ > z{0} z{T}, (z > l+ l-)',
+                        'u u~ > z{T} z{T}, (z > l+ l-)'
+                        ]
+
+        values =  {'number_of_P0': '1',
+                   'number_of_P1': '1', 
+                   'number_of_P2': '1',
+                   'number_of_P3': '1',
+                   'cross_P0_qq_z0zT_z_ll_z_ll': '0.0001713',
+                   'cross_P1_qq_z0zT_z_ll_z_ll': '0.00017108',
+                   'cross_P2_qq_z0zT_z_ll_z_ll': '0.00066055',
+                   'cross_P3_qq_zTzT_z_ll_z_ll': '0.0019198',
+                   } 
+                  
+        self.compare_cross_section_to_values(values, my_proc_list,
+                             orders = {},
+                             filename = "short_cs_pol.log")
+
+
     def test_short_cross_mssm1(self):
         """Test a short list of sm processes""" 
         my_proc_list = ['g g > go go']

=== modified file 'tests/parallel_tests/madevent_comparator.py'
--- tests/parallel_tests/madevent_comparator.py	2016-11-04 09:42:37 +0000
+++ tests/parallel_tests/madevent_comparator.py	2020-03-09 15:47:14 +0000
@@ -485,11 +485,15 @@
         else:
             v5_string = "import model %s\n" % model
         v5_string += "set automatic_html_opening False\n"
-        couplings = me_comparator.MERunner.get_coupling_definitions(orders)
+        if orders == {}:
+            couplings = ' '
+        else:
+            couplings = me_comparator.MERunner.get_coupling_definitions(orders)
 
         for i, proc in enumerate(proc_list):
             v5_string += 'add process ' + proc + ' ' + couplings + \
                          '@%i' % i + '\n'
+
         v5_string += "output %s -f\n" % \
                      os.path.join(self.mg5_path, self.temp_dir_name)
         v5_string += "launch -i --multicore\n"
@@ -529,18 +533,30 @@
 
         #Part 2: cross section
         for name in SubProc:
+
             if os.path.exists(dir_name+'/SubProcesses/'+name+'/run_01_results.dat'):
                 filepath = dir_name+'/SubProcesses/'+name+'/run_01_results.dat'
             else:
                 filepath = dir_name+'/SubProcesses/'+name+'/results.dat'
+
             if not os.path.exists(filepath):
-                break
-
-            for line in file(filepath):
-                splitline=line.split()
-                #if len(splitline)==8:
-                output['cross_'+name]=splitline[0]
-                print "found %s %s" % (splitline[0], splitline[1])
+                
+                cross = 0
+                for G in os.listdir(dir_name+'/SubProcesses/'+name):
+                    if os.path.isdir(pjoin(dir_name+'/SubProcesses/'+name,G)):
+                        filepath = pjoin(dir_name+'/SubProcesses/'+name,G,'results.dat')
+                        channel = G[1:]
+                        for line in file(filepath):
+                            splitline=line.split()
+                            cross += float(splitline[9]) 
+                            break
+                output['cross_'+name] = str(cross)
+            else:
+                for line in file(filepath):
+                    splitline=line.split()
+                    #if len(splitline)==8:
+                    output['cross_'+name]=splitline[0]
+                    print "found %s %s" % (splitline[0], splitline[1])
         else:
             return output   
         
@@ -551,9 +567,6 @@
         info = re.findall('id="\#(?P<a1>\w*)" href=\#(?P=a1) onClick="check_link\(\'\#(?P=a1)\',\'\#(?P=a1)\',\'\#(?P=a1)\'\)">\s* ([\d.e+-]*)', text)
         for name,value in info:
             output['cross_'+name] = value
-
-            
-            
             
 
         

=== modified file 'tests/parallel_tests/test_MG5aMC_distribution.py'
--- tests/parallel_tests/test_MG5aMC_distribution.py	2016-11-04 08:50:51 +0000
+++ tests/parallel_tests/test_MG5aMC_distribution.py	2020-03-09 15:47:14 +0000
@@ -79,7 +79,7 @@
                                                                             cwd=tmp_path, shell=True)                
                 shutil.move(pjoin(tmp_path,'HEPToolsInstallers'),pjoin(tmp_path,'ONLINE_VERSION_UCL'))
                 online_path = dict(tuple(line.split()[:2]) for line in urllib.urlopen(
-                      'http://madgraph.hep.uiuc.edu/package_info.dat'))['HEPToolsInstaller']
+                      'http://madgraph.physics.illinois.edu/package_info.dat'))['HEPToolsInstaller']
                 subprocess.call('tar -xzf %s'%TestMG5aMCDistribution.get_data(online_path,tmp_path), 
                                                                             cwd=tmp_path, shell=True)                
                 shutil.move(pjoin(tmp_path,'HEPToolsInstallers'),pjoin(tmp_path,'ONLINE_VERSION_UIUC'))                

=== modified file 'tests/parallel_tests/test_ML5EW.py'
--- tests/parallel_tests/test_ML5EW.py	2015-10-02 02:01:19 +0000
+++ tests/parallel_tests/test_ML5EW.py	2020-03-09 15:47:14 +0000
@@ -273,25 +273,38 @@
     def setUp(self):
         """ Here we just copy the hidden restrict_card to a regular one.
         And we don't bother making it hidden again after the test."""
-        cp(os.path.join(_mg5_path,'models','loop_qcd_qed_sm',
+        model_path = os.path.join(_mg5_path,'models','loop_qcd_qed_sm')
+        if not os.path.exists(model_path):
+            for tmp in os.environ['PYTHONPATH'].split(':'):
+                model_path = os.path.join(tmp,'loop_qcd_qed_sm')
+                if os.path.exists(model_path):
+                    break
+        cp(os.path.join(model_path,
                         '.restrict_parallel_test.dat'),
-           os.path.join(_mg5_path,'models','loop_qcd_qed_sm',
+           os.path.join(model_path,
                         'restrict_parallel_test.dat'))
-        cp(os.path.join(_mg5_path,'models','loop_qcd_qed_sm',
+        cp(os.path.join(model_path,
                         '.restrict_parallel_test_MB.dat'),
-           os.path.join(_mg5_path,'models','loop_qcd_qed_sm',
+           os.path.join(model_path,
                         'restrict_parallel_test_MB.dat'))
-        cp(os.path.join(_mg5_path,'models','loop_qcd_qed_sm_Gmu',
+        model_path = os.path.join(_mg5_path,'models','loop_qcd_qed_sm_Gmu')
+        if not os.path.exists(model_path):
+            for tmp in os.environ['PYTHONPATH'].split(':'):
+                model_path = os.path.join(tmp,'loop_qcd_qed_sm_Gmu')
+                if os.path.exists(model_path):
+                    break
+
+        cp(os.path.join(model_path,
                         '.restrict_parallel_test_WW.dat'),
-           os.path.join(_mg5_path,'models','loop_qcd_qed_sm_Gmu',
+           os.path.join(model_path,
                         'restrict_parallel_test_WW.dat'))
-        cp(os.path.join(_mg5_path,'models','loop_qcd_qed_sm_Gmu',
+        cp(os.path.join(model_path,
                         '.restrict_parallel_test_ZZ.dat'),
-           os.path.join(_mg5_path,'models','loop_qcd_qed_sm_Gmu',
+           os.path.join(model_path,
                         'restrict_parallel_test_ZZ.dat'))
-        cp(os.path.join(_mg5_path,'models','loop_qcd_qed_sm_Gmu',
+        cp(os.path.join(model_path,
                         '.restrict_parallel_test_WZ.dat'),
-           os.path.join(_mg5_path,'models','loop_qcd_qed_sm_Gmu',
+           os.path.join(model_path,
                         'restrict_parallel_test_WZ.dat'))
 
     #===========================================================================

=== modified file 'tests/time_db'
--- tests/time_db	2020-01-10 20:02:44 +0000
+++ tests/time_db	2020-03-09 15:47:14 +0000
@@ -1,19 +1,17 @@
 <__main__.TestSuiteModified tests=[<tests.unit_tests.core.test_helas_objects.HelasDiagramTest testMethod=test_setget_diagram_exceptions>]> 0.000161170959473
-<__main__.TestSuiteModified tests=[<tests.unit_tests.interface.test_edit_card.TestEditCardCmd testMethod=test_modif_madweight_card>]> 0.015398979187
+<__main__.TestSuiteModified tests=[<tests.unit_tests.various.test_import_ufo.TestRestrictModel testMethod=test_merge_iden_couplings>]> 0.0879130363464
 <__main__.TestSuiteModified tests=[<tests.acceptance_tests.test_cmd.TestCmdShell2 testMethod=test_invalid_operations_for_add>]> 0.0435810089111
 <__main__.TestSuiteModified tests=[<tests.unit_tests.core.test_drawing.TestVertexPoint testMethod=test_remove_line>]> 8.89301300049e-05
 <__main__.TestSuiteModified tests=[<tests.unit_tests.core.test_drawing.TestFeynmanLine testMethod=test_get_length>]> 0.000235080718994
 <__main__.TestSuiteModified tests=[<tests.unit_tests.core.test_base_objects.LegTest testMethod=test_values_for_prop>]> 0.0001220703125
 <__main__.TestSuiteModified tests=[<tests.unit_tests.various.test_decay.Test_DecayModel testMethod=test_find_full_sm_decay_groups_advance>]> 2.03565192223
 <__main__.TestSuiteModified tests=[<tests.unit_tests.various.test_decay.Test_DecayAmplitude testMethod=test_get_amplitude_givenfinal>]> 0.241197824478
-<__main__.TestSuiteModified tests=[<tests.unit_tests.iolibs.test_drawing_eps.TestDrawingOption testMethod=test_option_multi_type>]> 0.0388491153717
 <__main__.TestSuiteModified tests=[<tests.unit_tests.iolibs.test_import_v4.ProcCardV4ReaderTest testMethod=test_line_creation>]> 0.0172848701477
 <__main__.TestSuiteModified tests=[<tests.unit_tests.core.test_color_algebra.ColorFactorTest testMethod=test_f_product>]> 0.00337600708008
 <__main__.TestSuiteModified tests=[<tests.unit_tests.core.test_helas_objects.HelasMatrixElementTest testMethod=test_generate_helas_diagrams_uux_gepem>]> 0.0183539390564
 <__main__.TestSuiteModified tests=[<tests.unit_tests.interface.test_edit_card.TestEditCardCmd testMethod=test_autocompletion>]> 0.0173709392548
-<__main__.TestSuiteModified tests=[<tests.unit_tests.various.test_decay.Test_DecayModel testMethod=test_particles_type>]> 1.96593403816
-<__main__.TestSuiteModified tests=[<tests.unit_tests.fks.test_fks_common.TestFKSDiagramTag testMethod=test_diagram_tag_uu_uug>]> 0.0557870864868
-<__main__.TestSuiteModified tests=[<tests.unit_tests.core.test_color_algebra.ColorObjectTest testMethod=test_T_simplify>]> 0.000298023223877
+<__main__.TestSuiteModified tests=[<tests.unit_tests.core.test_color_amp.ColorSquareTest testMethod=test_color_matrix_multi_gluons>]> 0.251565933228
+<__main__.TestSuiteModified tests=[<tests.parallel_tests.compare_with_old_mg5_version.OLDMG5Comparator testMethod=test_short_heft>]> 10.1859381199
 <__main__.TestSuiteModified tests=[<tests.acceptance_tests.test_cmd.TestCmdShell2 testMethod=test_standalone_cpp_output>]> 2.42965912819
 <__main__.TestSuiteModified tests=[<tests.unit_tests.iolibs.test_save_model.IOSaveModel testMethod=test_error_interaction_save>]> 7.20024108887e-05
 <__main__.TestSuiteModified tests=[<tests.unit_tests.core.test_color_algebra.ColorFactorTest testMethod=test_sextet_products>]> 0.017058134079
@@ -23,18 +21,22 @@
 <__main__.TestSuiteModified tests=[<tests.unit_tests.various.test_aloha.TestVariable testMethod=testmultvarint>]> 7.29560852051e-05
 <__main__.TestSuiteModified tests=[<tests.unit_tests.madspin.test_madspin.TestBanner testMethod=test_get_proc_with_decay>]> 0.605188131332
 <__main__.TestSuiteModified tests=[<tests.unit_tests.various.test_aloha.TestAddVariable testMethod=testmultadd_legacy>]> 0.000188112258911
-<__main__.TestSuiteModified tests=[<tests.unit_tests.loop.test_loop_drawing.TestLoopDrawer testMethod=test_NLO_draw_all_reconstructed_dd_eemm>]> 0.120349884033
+<__main__.TestSuiteModified tests=[<tests.unit_tests.various.test_lhe_parser.TESTLHEParser testMethod=test_read_write_lhe>]> 0.00316500663757
 <__main__.TestSuiteModified tests=[<tests.unit_tests.core.test_diagram_generation.MultiProcessTest testMethod=test_setget_process_correct>]> 0.000885009765625
 <__main__.TestSuiteModified tests=[<tests.unit_tests.various.test_diquark_models.TestColorSextetModel testMethod=test_check_u_u_six_g>]> 0.506669998169
 <__main__.TestSuiteModified tests=[<tests.unit_tests.core.test_base_objects.ModelTest testMethod=test_check_majoranas>]> 0.00102400779724
-<__main__.TestSuiteModified tests=[<tests.unit_tests.various.test_check_param_card.TestParamCardIterator testMethod=test_paramcard_scan>]> 0.0043671131134
+<__main__.TestSuiteModified tests=[<tests.acceptance_tests.test_cmd_amcatnlo.MECmdShell testMethod=test_split_evt_gen_zeroev>]> 91.5296800137
+<__main__.TestSuiteModified tests=[<tests.unit_tests.core.test_helas_objects.HelasMatrixElementTest testMethod=test_fermionfactor_epem_sepsemepem>]> 0.074609041214
+<__main__.TestSuiteModified tests=[<tests.unit_tests.iolibs.test_export_fks.IOExportFKSTest testMethod=test_write_real_me_wrapper>]> 0.0157730579376
 <__main__.TestSuiteModified tests=[<tests.unit_tests.fks.test_fks_helas_objects.testFKSHelasObjects testMethod=test_fks_helas_multi_process_ppwj>]> 9.92277693748
 <__main__.TestSuiteModified tests=[<tests.unit_tests.iolibs.test_drawing_eps.TestDrawingS_EPS testMethod=test_schedular>]> 0.184823036194
+<__main__.TestSuiteModified tests=[<tests.unit_tests.various.test_aloha.TestVariable testMethod=testsumvarint>]> 6.48498535156e-05
 <__main__.TestSuiteModified tests=[<tests.unit_tests.iolibs.test_export_fks_EW.IOExportFKSEWTest testMethod=test_write_coloramps_file_EW>]> 0.00352311134338
 <__main__.TestSuiteModified tests=[<tests.unit_tests.various.test_aloha.TestAddVariable testMethod=testmultaddadd>]> 0.0001380443573
 <__main__.TestSuiteModified tests=[<tests.unit_tests.core.test_base_objects.InteractionTest testMethod=test_generating_dict_to_1>]> 0.00120282173157
 <__main__.TestSuiteModified tests=[<tests.unit_tests.iolibs.test_export_v4.FullHelasOutputTest testMethod=test_generate_helas_diagrams_gg_gogo>]> 0.014230966568
 <__main__.TestSuiteModified tests=[<tests.acceptance_tests.test_MG5aMC_distribution.TestMG5aMCDistribution testMethod=test_OfflineHEPToolsInstaller>]> 0.00254702568054
+<__main__.TestSuiteModified tests=[<tests.unit_tests.core.test_drawing.TestVertexPoint testMethod=test_building>]> 0.000118970870972
 <__main__.TestSuiteModified tests=[<tests.unit_tests.various.test_decay.Test_Channel testMethod=test_apx_decaywidth>]> 0.572462081909
 <__main__.TestSuiteModified tests=[<tests.unit_tests.fks.test_fks_helas_objects.testFKSHelasObjects testMethod=test_set_color_links>]> 1.08148097992
 <__main__.TestSuiteModified tests=[<tests.acceptance_tests.test_cmd_amcatnlo.MECmdShell testMethod=test_raise_invalid_path_hwpp>]> 69.1746711731
@@ -43,17 +45,17 @@
 <__main__.TestSuiteModified tests=[<tests.acceptance_tests.test_export_fks.IOExportFKSTest testMethod=testIO_test_tdecay_fksreal>]> 3.01861190796
 <__main__.TestSuiteModified tests=[<tests.unit_tests.iolibs.test_export_cpp.IOExportPythia8Test testMethod=test_write_process_cc_file>]> 0.0698401927948
 <__main__.TestSuiteModified tests=[<tests.parallel_tests.test_ML5EW.ML5EWTest testMethod=test_long_sm_vs_stored_HCR_gg_hh_QCD>]> 0.00105404853821
-<__main__.TestSuiteModified tests=[<tests.unit_tests.core.test_diagram_generation.DiagramGenerationTest testMethod=test_combine_legs_uux_uuxuux>]> 0.00294399261475
 <__main__.TestSuiteModified tests=[<tests.unit_tests.loop.test_loop_diagram_generation.LoopDiagramGenerationTest testMethod=test_diagram_generation_gg_ng>]> 1.61963582039
 <__main__.TestSuiteModified tests=[<tests.parallel_tests.compare_with_old_mg5_version.OLDMG5Comparator testMethod=test_short_sm>]> 6.53617286682
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@@ -61,12 +63,13 @@
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@@ -77,18 +80,18 @@
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@@ -171,9 +175,9 @@
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@@ -196,14 +202,12 @@
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@@ -211,14 +215,15 @@
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@@ -229,7 +234,7 @@
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=== modified file 'tests/unit_tests/core/test_base_objects.py'
--- tests/unit_tests/core/test_base_objects.py	2019-03-01 14:55:00 +0000
+++ tests/unit_tests/core/test_base_objects.py	2020-03-09 15:47:14 +0000
@@ -1942,7 +1942,8 @@
                         'wrong_list':['a', {}]}
                        ]
 
-        temp_process = self.my_process_definition
+        temp_process = copy.deepcopy(self.my_process_definition)
+        
 
         for test in test_values:
             for x in test['right_list']:
@@ -1950,6 +1951,41 @@
             for x in test['wrong_list']:
                 self.assertFalse(temp_process.set(test['prop'], x))
 
+    def test_check_polarization(self):
+        
+        self.assertTrue(self.my_process_definition.check_polarization())
+
+        def set_legs(ids, polarization):
+            
+            legs = base_objects.LegList()
+            for i,(id, polarization) in enumerate(zip(ids, polarization)):
+                if i < 2:
+                    state = False
+                else:
+                    state = True
+                leg = base_objects.Leg()
+                leg['state'] = state
+                leg['ids'] = id
+                leg['polarization'] = polarization 
+                legs.append(leg)
+            return legs
+
+
+        temp_process = self.my_process_definition  
+        temp_process['legs'] = set_legs([[1],[1,2],[23],[23]],[[],[],[],[]])
+        self.assertTrue(temp_process.check_polarization())
+        
+        temp_process['legs'] = set_legs([[1],[1,2],[23],[23]],[[],[],[],[1]])
+        self.assertFalse(temp_process.check_polarization())
+        
+        temp_process['legs'] = set_legs([[1],[1,2],[23],[23],[34],[34]],
+                                        [[1],[],[1],[-1],[-1,1],[-1,1]])
+        self.assertTrue(temp_process.check_polarization())
+
+        temp_process['legs'] = set_legs([[1],[1,2],[23],[23],[34],[34]],
+                                        [[1],[],[1],[-1],[1],[-1,1]])
+        self.assertFalse(temp_process.check_polarization())
+
     def test_representation(self):
         """Test process object string representation."""
 

=== modified file 'tests/unit_tests/core/test_helas_objects.py'
--- tests/unit_tests/core/test_helas_objects.py	2015-10-01 16:00:08 +0000
+++ tests/unit_tests/core/test_helas_objects.py	2020-03-09 15:47:14 +0000
@@ -25,6 +25,7 @@
 import madgraph.core.diagram_generation as diagram_generation
 import madgraph.core.color_amp as color_amp
 import madgraph.core.color_algebra as color
+import madgraph.various.misc as misc
 import madgraph.iolibs.export_v4 as export_v4
 import models.import_ufo as import_ufo
 
@@ -2825,8 +2826,13 @@
     mymodel = base_objects.Model()
 
 
+    def tearDown(self):
+        unittest.TestCase.tearDown(self)
+        self.assertFalse(self.debugging)
+        
     def setUp(self):
 
+        self.debugging = False
         # Set up model
 
         mypartlist = base_objects.ParticleList()
@@ -3601,6 +3607,8 @@
 
         self.assertEqual(matrix_elements[0].get('identical_particle_factor'),
                          1)
+        #mycoreproc['legs_with_decays'] = None
+        #self.assertEqual(mycoreproc.identical_particle_factor(),1)
 
         for i, amp in enumerate(sum([diag.get('amplitudes') for diag in \
                                     matrix_elements[0].get('diagrams')],[])):
@@ -3659,6 +3667,123 @@
         self.assertEqual(myleglist, matrix_elements[0].get('processes')[0].\
                          get_legs_with_decays())
 
+    def generate_process_with_decay(self, id_core, list_of_decays, pols=[]):
+        
+        def create_one_dec(pids): 
+            myleglist = base_objects.LegList()  
+            for i, pid in enumerate(pids):
+                if i == 0:
+                    myleglist.append(base_objects.Leg({'id':pid,
+                                         'state':False}))
+                else:
+                    myleglist.append(base_objects.Leg({'id':pid,
+                                         'state':True}))
+                    
+            return base_objects.Process({'legs':myleglist,
+                                       'model':self.mymodel})
+        
+        myleglist = base_objects.LegList()
+        for i, pid in enumerate(id_core):
+            if i < 2:
+                myleglist.append(base_objects.Leg({'id':pid,
+                                         'state':False}))
+            else:
+                if pols:
+                    pol = pols[i-2]
+                    myleglist.append(base_objects.Leg({'id':pid,
+                                                       'state':True,
+                                                       'polarization': pol}))
+                else:
+                    myleglist.append(base_objects.Leg({'id':pid,
+                                                       'state':True}))
+                    
+        coreproc = base_objects.Process({'legs':myleglist,
+                                       'model':self.mymodel})
+        
+        if list_of_decays:     
+            decays = base_objects.ProcessList()
+            for one_dec in list_of_decays:
+                decays.append(create_one_dec(one_dec))
+            coreproc.set('decay_chains', decays)
+        return coreproc 
+                                 
+
+    def test_multistage_symmetryfactor(self):
+        """Test a multistage decay for symmetry factor
+           # Since this test use the process class for the test this 
+           symmetry factor is a pure combinatoric of the final state
+           so this is quite trivial ...
+           Another function is testing the "identical_decay_chain_factor" function
+           which include more complex symmetryfactor due to decay chain
+        """
+        
+        # u u~ > g g, g > u u~   # should be 
+        # u u~ > g d, g/d > u u~ # should be 
+        # u u~ > g{0} g{T}, g > u u~ #should be
+        # test one g g > Z Z, Z > e+e- 
+        mycoreproc = self.generate_process_with_decay([1,-1,21,21], [[21,1,-1],[21,1,-1]])
+        # this is expected to be a sanity check
+        self.assertEqual(len(mycoreproc.get_final_ids_after_decay()), 4)
+        self.assertEqual(sorted(mycoreproc.get_final_ids_after_decay()), [-1,-1,1,1])
+        self.assertEqual(len(mycoreproc.get_final_ids()), 2)
+        self.assertEqual(sorted(mycoreproc.get_final_ids()), [21,21])
+
+        mycoreproc = self.generate_process_with_decay([1,-1,23,23], [[23,11,-11],[23,11,-11]])
+        # this is expected to be a sanity check
+        self.assertEqual(len(mycoreproc.get_final_ids_after_decay()), 4)
+        self.assertEqual(sorted(mycoreproc.get_final_ids_after_decay()), [-11,-11,11,11])
+        self.assertEqual(len(mycoreproc.get_final_ids()), 2)
+        self.assertEqual(sorted(mycoreproc.get_final_ids()), [23,23])   
+        
+        # go for the check
+        data= {'u u~ > Z Z, Z > e+ e-': (4, [1,-1,23,23], [[23,11,-11],[23,11,-11]]),
+               'u u~ > Z H, Z/H > e+ e-': (4, [1,-1,23,25], [[23,11,-11],[25,11,-11]]),
+               'u u~ > Z H, Z > e+ e-, H > mu+ mu-': (1, [1,-1,23,25], [[23,11,-11],[25,13,-13]]),
+               'u u~ > e+ e- Z, Z > e+ e-': (4, [1,-1,23,11,-11], [[23,11,-11]]), # likely not consistent ...
+               'u u~ > e+ e- e+  e-': (4, [1,-1,11,-11,11,-11], None),
+               'u u~ > Z Z, Z > e+ e-, Z > e+ e- a': (4, [1,-1,23,23], [[23,11,-11],[23,11,-11,22]]),
+               'u u~ > Z Z': (2, [1,-1,23,23], None),
+               }
+        passed = True 
+        for key in data:
+            sol, core, dec = data[key]
+            proc = self.generate_process_with_decay(core, dec)
+            sym = proc.identical_particle_factor()
+            if self.debugging:
+                if sol == sym:
+                    print("OK  :  %s: expected %s returned %s" % (key, sol, sym))
+                else:
+                    print("FAIL  :  %s: expected %s returned %s" % (key, sol, sym))
+                    passed = False
+            else:
+                self.assertEqual(sol, sym, " %s: expected %s returned %s" % (key, sol, sym))
+
+
+        # go for the check with polarization
+        data= {'u u~ > Z{0} Z{1}, Z > e+ e-': (4, [1,-1,23,23], [[23,11,-11],[23,11,-11]], [0,1]),
+           'u u~ > Z{0} Z{0}, Z > e+ e-': (4, [1,-1,23,23], [[23,11,-11],[23,11,-11]], [0,0]),
+           'u u~ > Z{1} Z{1}, Z > e+ e-': (4, [1,-1,23,23], [[23,11,-11],[23,11,-11]], [1,1]),
+           'u u~ > Z Z, Z > e+ e-': (4, [1,-1,23,23], [[23,11,-11],[23,11,-11]], [None,None]),
+               }
+
+        for key in data:
+            sol, core, dec, pol = data[key]
+            proc = self.generate_process_with_decay(core, dec,pol)
+            sym = proc.identical_particle_factor()
+            if self.debugging:
+                if sol == sym:
+                    print("OK  :  %s: expected %s returned %s" % (key, sol, sym))
+                else:
+                    print("FAIL  :  %s: expected %s returned %s" % (key, sol, sym))
+                    passed = False
+            else:
+                self.assertEqual(sol, sym, " %s: expected %s returned %s" % (key, sol, sym))
+
+        self.assertTrue(passed)
+
+                
+             
+
     def test_majorana_decay_chain_process(self):
         """Test decay chain with majorana particles e+e->n1n1
         """