def test_PY8Card_basic(self):
""" Basic consistency check of a read-write of the default card."""
pythia8_card_out = bannermod.PY8Card()
out = StringIO.StringIO()
pythia8_card_out.write(out, self.basic_PY8_template)
# misc.sprint('WRITTEN:',out.getvalue())
pythia8_card_read = bannermod.PY8Card()
# Rewind
out.seek(0)
pythia8_card_read.read(out)
self.assertEqual(pythia8_card_out, pythia8_card_read)
return
# Below are some debug lines, comment the above return to run them
# ==========
# Keep the following if you want to print out all parameters with
# print_only_visible=False
pythia8_card_read.system_set = set(
[k.lower() for k in pythia8_card_read.keys()])
for subrunID in pythia8_card_read.subruns.keys():
pythia8_card_read.subruns[subrunID].system_set = \
set([k.lower() for k in pythia8_card_read.subruns[subrunID].keys()])
# ==========
out = StringIO.StringIO()
pythia8_card_read.write(out, self.basic_PY8_template)
misc.sprint('READ:', out.getvalue())
out = StringIO.StringIO()
pythia8_card_read.write(out,
self.basic_PY8_template,
print_only_visible=True)
misc.sprint('Only visible:', out.getvalue())
def p_expression_function4(self, p):
"expression : FUNCTION '(' expression ',' expression ',' expression ',' expression ')'"
p1 = p[1]
re_groups = self.re_cmath_function.match(p1)
if re_groups:
p1 = re_groups.group("name")
p[0] = p1 + '(' + p[3] + ',' + p[5] + ' , ' + p[7] + ' , ' + p[
9] + ')'
else:
if not hasattr(self, 'modelfct'):
self.create_modelfct()
if p1 in self.modelfct:
if not hasattr(self.modelfct[p1],
'argstype') or not self.modelfct[p1].argstype:
p[0] = 'MP_' + p1 + '(' + p[3] + ',' + p[5] + ' , ' + p[
7] + ' , ' + p[9] + ')'
else:
types = [
self.types_def[t] for t in self.modelfct[p1].argstype
]
misc.sprint(types)
p[0] = 'MP_' + p1 + '(' + types[0](p[3]) + ',' + types[1](
p[5]) + ' , ' + types[2](p[7]) + ' , ' + types[3](
p[9]) + ')'
else:
p[0] = 'MP_' + p1 + '(' + p[3] + ',' + p[5] + ' , ' + p[
7] + ' , ' + p[9] + ')'
def finalize(self, matrix_element, cmdhistory, MG5options, outputflag):
"""Typically creating jpeg/HTML output/ compilation/...
cmdhistory is the list of command used so far.
MG5options are all the options of the main interface
outputflags is a list of options provided when doing the output command"""
misc.sprint('Entering PLUGIN_ProcessExporter.finalize')
return super().finalize(matrix_element, cmdhistory, MG5options, outputflag)
def __init__(self, *args, **opts):
misc.sprint("")
misc.sprint("=======================================================================================")
misc.sprint("Warning: the integrated Final-final soft no longer matches the definition of the locals")
misc.sprint("=======================================================================================")
misc.sprint("")
super(integrated_NLO_QCD_soft_gluon, self).__init__(*args, **opts)
self.supports_helicity_assignment = False
def generate_subprocess_directory(self,
subproc_group,
fortran_model,
me=None):
misc.sprint('create the directory')
return super(MY_CPP_Standalone, self).generate_subprocess_directory(
subproc_group, fortran_model, me)
def modify_grouping(self, matrix_element):
"""allow to modify the grouping (if grouping is in place)
return two value:
- True/False if the matrix_element was modified
- the new(or old) matrix element"""
# Irrelevant here since group_mode=False so this function is never called
misc.sprint('Entering PLUGIN_ProcessExporter.modify_grouping')
return False, matrix_element
def __init__(self, mgme_dir='', *completekey, **stdin):
""" Special init tasks for the Loop Interface """
mg_interface.MadGraphCmd.__init__(self,
mgme_dir='',
*completekey,
**stdin)
misc.sprint(type(self.history))
self.setup()
def setUp(self):
self.tmp_process_dir = pjoin(_file_path, 'TMP_TestME7_colorful_epem_jjj_output')
# Generate the process output if it does not exist yet or if we
# are not in debug mode.
if os.path.isdir(self.tmp_process_dir):
if not self.is_process_generated and not self.debugging:
shutil.rmtree(self.tmp_process_dir)
else:
TestME7_NLO_colorful_epem_jjj.is_process_generated = True
if not self.is_process_generated:
self.cmd = Cmd.MasterCmd()
if os.path.isdir(self.tmp_process_dir):
shutil.rmtree(self.tmp_process_dir)
# Now generate and output a process, so as to run ME7 commands on it
self.do('import model loop_sm')
self.do('set subtraction_scheme colorful')
self.do('generate e+ e- > j j j --NLO=QCD')
self.do('output %s' % self.tmp_process_dir)
TestME7_NLO_colorful_epem_jjj.is_process_generated = True
if self.debugging:
misc.sprint(debugging_warning)
misc.sprint(
debugging_written % (self.__class__.__name__, self.tmp_process_dir))
else:
if self.debugging:
misc.sprint(debugging_warning)
misc.sprint(
debugging_reused % (self.__class__.__name__, self.tmp_process_dir))
# Now initialize an ME7 interface on the above process output
self.cmd = ME7_interface.MadEvent7Cmd(me_dir=self.tmp_process_dir)
self.cmd.no_notification()
def launch_program(self):
"""launch the main program"""
# Check for number of cores if multicore mode
mode = str(self.cluster)
nb_node = 1
if mode == "2":
import multiprocessing
max_node = multiprocessing.cpu_count()
if max_node == 1:
logger.warning(
'Only one core is detected on your computer! Pass in single machine'
)
self.cluster = 0
self.launch_program()
return
elif max_node == 2:
nb_node = 2
elif not self.force:
nb_node = self.ask('How many cores do you want to use?',
max_node, range(2, max_node + 1))
else:
nb_node = max_node
import madgraph.interface.amcatnlo_run_interface as run_int
if hasattr(self, 'shell') and self.shell:
usecmd = run_int.aMCatNLOCmdShell(me_dir=self.running_dir,
options=self.cmd_int.options)
else:
usecmd = run_int.aMCatNLOCmd(me_dir=self.running_dir,
options=self.cmd_int.options)
#Check if some configuration were overwritten by a command. If so use it
set_cmd = [
l for l in self.cmd_int.history if l.strip().startswith('set')
]
all_options = usecmd.options_configuration.keys(
) + usecmd.options_madgraph.keys() + usecmd.options_madevent.keys()
for line in set_cmd:
arg = line.split()
if arg[1] not in all_options:
continue
misc.sprint(line)
try:
usecmd.exec_cmd(line)
except Exception, error:
misc.sprint('Command %s fails with msg: %s'%(str(line), \
str(error)))
pass
def PLUGIN_make_unique(input, keepordering=None):
"remove duplicate in a list "
global printordering
if keepordering is None:
keepordering = misc.madgraph.ordering
if printordering:
printordering = False
misc.sprint('keepordering (default): %s'%keepordering) # AV - add a printout only in the first call
else:
misc.sprint('keepordering (argument): %s'%keepordering) # AV - add a printout at every call only if it is an argument
###sprint(keepordering) # AV - remove the printout at every call
if not keepordering:
return list(set(input))
else:
return list(dict.fromkeys(input))
def mod_file(self, inputpath, outputpath):
fsock = open(outputpath, 'w')
to_change = {}
to_change.update(self.translate)
to_change.update(self.old_new)
for particle in self.particles:
if hasattr(particle, 'replace') and particle.replace:
misc.sprint(particle.get('name'), particle.replace.get('name'))
pattern = re.compile(r'\b(%s)\b' % ('|'.join(to_change)))
for line in open(inputpath):
line = pattern.sub(lambda mo: to_change[mo.group()], line)
fsock.write(line)
def __init__(self, path, mode='r', *args, **opt):
"""open file and read the banner [if in read mode]"""
if mode in ['r', 'rb']:
mode = 'r'
self.mode = mode
if not path.endswith(".gz"):
self.file = open(path, mode, *args, **opt)
elif mode == 'r' and not os.path.exists(path) and os.path.exists(
path[:-3]):
self.file = open(path[:-3], mode, *args, **opt)
path = path[:-3]
else:
try:
self.file = gzip.GzipFile(path, mode, *args, **opt)
self.zip_mode = True
except IOError as error:
raise
except Exception as error:
misc.sprint(error)
if mode == 'r':
misc.gunzip(path)
else:
self.to_zip = True
self.file = open(path[:-3], mode, *args, **opt)
path = path[:-3]
self.parsing = True # check if/when we need to parse the event.
self.eventgroup = False
self.header = ''
if mode == 'r':
line = ''
while 'HepMC::IO_GenEvent-START_EVENT_LISTING' not in line:
line = self.file.readline()
if not line:
self.seek(0)
self.banner = ''
break
if 'b' in mode or self.zip_mode:
line = str(line.decode())
self.header += line
self.start_event = ''
def cp(path1, path2, log=True, error=False):
""" simple cp taking linux or mix entry"""
path1 = format_path(path1)
path2 = format_path(path2)
try:
shutil.copy(path1, path2)
except IOError, why:
import madgraph.various.misc as misc
try:
if os.path.exists(path2):
path2 = os.path.join(path2, os.path.split(path1)[1])
shutil.copytree(path1, path2)
except IOError, why:
if error:
raise
if log:
logger.warning(why)
else:
misc.sprint("fail to cp", why)
def generate_PS_point(self,n_initial, n_final, initial_masses=None, final_masses=None):
""" Generate a PS point with specified number of initial and final legs, with
possibly a masses specified."""
if initial_masses is None:
initial_masses = tuple([0.0]*n_initial)
if final_masses is None:
final_masses = tuple([0.0]*n_final)
PS_generator = phase_space_generators.FlatInvertiblePhasespace(
initial_masses,
final_masses,
(500.0, 500.0),
(0, 0) )
PS_point, wgt, x1s, x2s = PS_generator.get_PS_point(None)
misc.sprint('PS point:\n\n%s\n\n'%PS_point.__str__(n_initial=len(initial_masses)))
return dict( (i, momentum) for i, momentum in enumerate(PS_point) )
def launch_program(self):
"""launch the main program"""
# Check for number of cores if multicore mode
mode = str(self.cluster)
nb_node = 1
if mode == "2":
import multiprocessing
max_node = multiprocessing.cpu_count()
if max_node == 1:
logger.warning('Only one core is detected on your computer! Pass in single machine')
self.cluster = 0
self.launch_program()
return
elif max_node == 2:
nb_node = 2
elif not self.force:
nb_node = self.ask('How many cores do you want to use?', max_node, range(2,max_node+1))
else:
nb_node=max_node
import madgraph.interface.amcatnlo_run_interface as run_int
if hasattr(self, 'shell'):
usecmd = run_int.aMCatNLOCmdShell(me_dir=self.running_dir, options = self.cmd_int.options)
else:
usecmd = run_int.aMCatNLOCmd(me_dir=self.running_dir, options = self.cmd_int.options)
#Check if some configuration were overwritten by a command. If so use it
set_cmd = [l for l in self.cmd_int.history if l.strip().startswith('set')]
all_options = usecmd.options_configuration.keys() + usecmd.options_madgraph.keys() + usecmd.options_madevent.keys()
for line in set_cmd:
arg = line.split()
if arg[1] not in all_options:
continue
misc.sprint(line)
try:
usecmd.exec_cmd(line)
except Exception, error:
misc.sprint('Command %s fails with msg: %s'%(str(line), \
str(error)))
pass
def copy_template(self, model):
misc.sprint(
'Entering PLUGIN_ProcessExporter.copy_template (initialise the directory)'
)
try:
os.mkdir(self.dir_path)
except os.error as error:
logger.warning(error.strerror + ' ' + self.dir_path)
with misc.chdir(self.dir_path):
logger.info('Creating subdirectories in directory %s' %
self.dir_path)
for d in ['src', 'Cards', 'SubProcesses',
'CMake']: # AV - added CMake, removed lib
try:
os.mkdir(d)
except os.error as error:
logger.warning(error.strerror + ' ' +
os.path.join(self.dir_path, d))
# Write param_card
open(os.path.join('Cards', 'param_card.dat'),
'w').write(model.write_param_card())
# Copy files in various subdirectories
for key in self.from_template:
for f in self.from_template[key]:
PLUGIN_export_cpp.cp(
f, key) # NB this assumes directory key exists...
# Copy src makefile
if self.template_src_make:
makefile_src = self.read_template_file(
self.template_src_make) % {
'model': self.get_model_name(model.get('name'))
}
open(os.path.join('src', 'cudacpp_src.mk'),
'w').write(makefile_src)
# Copy SubProcesses makefile
if self.template_Sub_make:
makefile = self.read_template_file(self.template_Sub_make) % {
'model': self.get_model_name(model.get('name'))
}
open(os.path.join('SubProcesses', 'cudacpp.mk'),
'w').write(makefile)
def check_mass_width_of_particle(self, p_base, p_plugin):
# Check the mass
if p_base.mass.name != p_plugin.mass.name:
#different name but actually the same
if p_plugin.mass.name in self.old_new:
if self.old_new[p_plugin.mass.name] != p_base.mass.name:
raise USRMODERROR('Some inconsistency in the mass assignment in the model: equivalent of %s is %s != %s ' % ( p_plugin.mass.name, self.old_new[p_plugin.mass.name], p_base.mass.name))
elif p_base.mass.name.lower() == 'zero':
p_base.mass = p_plugin.mass
elif p_plugin.mass.name.lower() == 'zero':
pass
else:
misc.sprint(p_base.mass.value, p_plugin.mass.value, dir(p_base.mass))
misc.sprint(p_base.mass.nature, p_plugin.mass.nature)
misc.sprint(self.old_new)
raise USRMODERROR('Some inconsistency in the mass assignment in the model\n' + \
' Mass: %s and %s\n' %(p_base.mass.name, p_plugin.mass.name) + \
' conflict name %s\n' % self.old_new + \
' pdg_code: %s %s' % (p_base.pdg_code, p_plugin.pdg_code))
# Check the width
if p_base.width.name != p_plugin.width.name:
#different name but actually the same
if p_plugin.width.name in self.old_new:
if self.old_new[p_plugin.width.name] != p_base.width.name:
raise USRMODERROR('Some inconsistency in the mass assignment in the model')
elif p_base.width.name.lower() == 'zero':
p_base.width = p_plugin.width
elif p_plugin.width.name.lower() == 'zero':
pass
else:
raise USRMODERROR('Some inconsistency in the mass assignment in the model')
return
def evaluate_kernel(self, zs, kTs, parent):
# Retrieve the collinear variables and compute basic quantities
z1, z2, z3 = zs
s12 = sij(1, 2, zs, kTs)
s13 = sij(1, 3, zs, kTs)
s23 = sij(2, 3, zs, kTs)
misc.sprint(s12, s13, s23)
s123 = s12 + s13 + s23
# Assemble kernel
# Instantiate the structure of the result
evaluation = utils.SubtractionCurrentEvaluation({
'spin_correlations': [None],
'color_correlations': [None],
'values': {}
})
ker = 0
# ker += 2*C123(z1, z2, z3, s12, s13, s23, s123)
evaluation['values'][(0, 0)] = {
'finite': 0.5 * self.CF * self.TR * ker
}
return evaluation
def generate_subprocess_directory(self,
subproc_group,
fortran_model,
me=None):
misc.sprint(
'Entering PLUGIN_ProcessExporter.generate_subprocess_directory (create the directory)'
)
misc.sprint(' type(subproc_group)=%s' % type(subproc_group)
) # e.g. madgraph.core.helas_objects.HelasMatrixElement
misc.sprint(
' type(fortran_model)=%s' % type(fortran_model)
) # e.g. madgraph.iolibs.helas_call_writers.GPUFOHelasCallWriter
misc.sprint(' type(me)=%s me=%s' %
(type(me) if me is not None else None, me)) # e.g. int
return super().generate_subprocess_directory(subproc_group,
fortran_model, me)
def mod_file(self, inputpath, outputpath):
fsock = open(outputpath, 'w')
to_change = {}
to_change.update(self.translate)
to_change.update(self.old_new)
for particle in self.particles:
if hasattr(particle, 'replace') and particle.replace:
misc.sprint(particle.get('name'), particle.replace.get('name'))
pattern = re.compile(r'\b(%s)\b' % ('|'.join(to_change)))
#need to check that all particle are written correctly <- Fix potential issue
# of lower/upper case in FR
all_particles_name = [self.format_param(P)[2:] for P in self.particles]
all_lower = [p.lower() for p in all_particles_name]
pat2 = re.compile(r'\bP\.(\w+)\b')
for line in open(inputpath):
line = pattern.sub(lambda mo: to_change[mo.group()], line)
part_in_line = set(pat2.findall(line))
#handle the case of lower/upper case particle
to_replace = {}
for p in part_in_line:
if p in all_particles_name:
continue
else:
ind = all_lower.index(p.lower())
to_replace[p] = all_particles_name[ind]
if to_replace:
pat3 = re.compile(r'\bP\.(%s)\b' %
'|'.join(p for p in to_replace))
line = pat3.sub(
lambda mo: 'P.%s' % to_replace[mo.groups(0)[0]], line)
fsock.write(line)
def test_phase_space_volume(self):
""" Test the Singlechannel phase-space that is aligned along specific s- and t-channels."""
import madgraph.integrator.vegas3_integrator as vegas3
import madgraph.integrator.integrands as integrands
class IntegrandForTest(integrands.VirtualIntegrand):
"""An integrand for this phase-space volume test."""
def __init__(self, phase_space_generator):
super(IntegrandForTest, self).__init__(phase_space_generator.get_dimensions())
self.phase_space_generator = phase_space_generator
self.counter = 0
#if type(self.phase_space_generator).__name__ == 'SingleChannelPhasespace':
# self.my_random_path = self.phase_space_generator.generate_random_path()
def __call__(self, continuous_inputs, discrete_inputs, **opts):
#if type(self.phase_space_generator).__name__ == 'SingleChannelPhasespace':
# PS_point, wgt, x1, x2 = self.phase_space_generator.get_PS_point(continuous_inputs,self.my_random_path)
#else:
self.counter += 1
PS_point, wgt, x1, x2 = self.phase_space_generator.get_PS_point(continuous_inputs)
return wgt
def analytical_phase_space_vol(E_cm,n):
return math.pow((math.pi/2.0),n-1)*(math.pow((E_cm**2),n-2)/(math.factorial(n-1)*math.factorial(n-2)))
verbose = False
E_cm = 5000
nr_final = 6
#Analytical
if verbose: misc.sprint('\n%d-body phase space analytical: %.4e'%(nr_final,analytical_phase_space_vol(E_cm,nr_final)))
analytical_PS_volume = analytical_phase_space_vol(E_cm,nr_final)
#SCPS
my_epem_PS_generator = PS.SingleChannelPhasespace([0.]*2, [0.]*nr_final, beam_Es =(E_cm/2.,E_cm/2.), beam_types=(0,0),
model=self.model, topology=self.vbf_topology_s_and_t_channel_specifier)
my_integrand = IntegrandForTest(my_epem_PS_generator)
my_integrator = vegas3.Vegas3Integrator(my_integrand, n_points_survey=400, n_points_refine=400, accuracy_target=None)
# Finally integrate
if verbose: misc.sprint('\nSCPS %d-body phase space '%nr_final + 'SCPS: Final result: %.4e +/- %.2e'%my_integrator.integrate())
SCPS_volume = my_integrator.integrate()
#misc.sprint(abs(SCPS_volume[0]-analytical_PS_volume)/abs(SCPS_volume[1]), 5.0)
self.assertTrue(abs(SCPS_volume[0]-analytical_PS_volume)/abs(SCPS_volume[1])<5.0)
#FLATPS
my_PS_generator = PS.FlatInvertiblePhasespace([0.]*2, [0.]*nr_final, beam_Es =(E_cm/2.,E_cm/2.), beam_types=(0,0))
my_integrand = IntegrandForTest(my_PS_generator)
my_integrator = vegas3.Vegas3Integrator(my_integrand, n_points_survey=100, n_points_refine=100, accuracy_target=None)
# Finally integrate
if verbose: misc.sprint('\n FLATPS %d-body phase space '%nr_final + 'FLATPS: Final result: %.4e +/- %.2e'%my_integrator.integrate())
FLATPS_volume = my_integrator.integrate()
self.assertTrue(abs(FLATPS_volume[0]-analytical_PS_volume)/abs(FLATPS_volume[1])<5.0)
return 0
def complete_decay(self, *args):
""" """
try:
return self.mg5cmd.complete_generate(*args)
except Exception, error:
misc.sprint(error)
def __init__(self, mgme_dir = '', *completekey, **stdin):
""" Special init tasks for the Loop Interface """
mg_interface.MadGraphCmd.__init__(self, mgme_dir = '', *completekey, **stdin)
misc.sprint(type(self.history))
self.setup()
def add_model(self, model=None, path=None, identify_particles=None):
"""add another model in the current one"""
self.new_external = []
if path:
model = ufomodels.load_model(path)
if not model:
raise USRMODERROR, 'Need a valid Model'
else:
path = model.__path__[0]
# Check the validity of the model. Too old UFO (before UFO 1.0)
if not hasattr(model, 'all_orders'):
raise USRMODERROR, 'Add-on Model doesn\'t follows UFO convention (no couplings_order information)\n' +\
'MG5 is able to load such model but NOT to the add model feature.'
if isinstance(model.all_particles[0].mass, basestring):
raise USRMODERROR, 'Add-on Model doesn\'t follows UFO convention (Mass/Width of particles are string name, not object)\n' +\
'MG5 is able to load such model but NOT to the add model feature.'
for order in model.all_orders:
if hasattr(order, 'perturbative_expansion') and order.perturbative_expansion:
raise USRMODERROR, 'Add-on model can not be loop model.'
for order in model.all_orders:
self.add_coupling_order(order)
# Adding automatically identification for anti-particle if needed
# + define identify_pid which keep tracks of the pdg_code identified
if identify_particles:
identify_pid = {}
for new, old in identify_particles.items():
new_part = next((p for p in model.all_particles if p.name==new), None)
old_part = next((p for p in self.particles if p.name==old), None)
identify_pid[new_part.pdg_code] = old_part.pdg_code
if new_part is None:
raise USRMODERROR, "particle %s not in added model" % new
if old_part is None:
raise USRMODERROR, "particle %s not in original model" % old
if new_part.antiname not in identify_particles:
new_anti = new_part.antiname
old_anti = old_part.antiname
misc.sprint(old, new, new_anti, old_anti, old_part.antiname)
if old_anti == old:
raise USRMODERROR, "failed identification (one particle is self-conjugate and not the other)"
logger.info("adding identification for anti-particle: %s=%s" % (new_anti, old_anti))
identify_particles[new_anti] = old_anti
for parameter in model.all_parameters:
self.add_parameter(parameter, identify_pid)
for coupling in model.all_couplings:
self.add_coupling(coupling)
for lorentz in model.all_lorentz:
self.add_lorentz(lorentz)
for particle in model.all_particles:
if particle.name in identify_particles:
self.add_particle(particle, identify=identify_particles[particle.name])
else:
self.add_particle(particle)
for vertex in model.all_vertices:
self.add_interaction(vertex)
self.all_path.append(path)
return
def add_model(self, model=None, path=None, identify_particles=None):
"""add another model in the current one"""
self.new_external = []
if path:
model = ufomodels.load_model(path)
if not model:
raise USRMODERROR, 'Need a valid Model'
else:
path = model.__path__[0]
# Check the validity of the model. Too old UFO (before UFO 1.0)
if not hasattr(model, 'all_orders'):
raise USRMODERROR, 'Add-on Model doesn\'t follows UFO convention (no couplings_order information)\n' +\
'MG5 is able to load such model but NOT to the add model feature.'
if isinstance(model.all_particles[0].mass, basestring):
raise USRMODERROR, 'Add-on Model doesn\'t follows UFO convention (Mass/Width of particles are string name, not object)\n' +\
'MG5 is able to load such model but NOT to the add model feature.'
for order in model.all_orders:
if hasattr(
order,
'perturbative_expansion') and order.perturbative_expansion:
raise USRMODERROR, 'Add-on model can not be loop model.'
for order in model.all_orders:
self.add_coupling_order(order)
# Adding automatically identification for anti-particle if needed
# + define identify_pid which keep tracks of the pdg_code identified
if identify_particles:
identify_pid = {}
for new, old in identify_particles.items():
new_part = next(
(p for p in model.all_particles if p.name == new), None)
old_part = next((p for p in self.particles if p.name == old),
None)
identify_pid[new_part.pdg_code] = old_part.pdg_code
if new_part is None:
raise USRMODERROR, "particle %s not in added model" % new
if old_part is None:
raise USRMODERROR, "particle %s not in original model" % old
if new_part.antiname not in identify_particles:
new_anti = new_part.antiname
old_anti = old_part.antiname
misc.sprint(old, new, new_anti, old_anti,
old_part.antiname)
if old_anti == old:
raise USRMODERROR, "failed identification (one particle is self-conjugate and not the other)"
logger.info(
"adding identification for anti-particle: %s=%s" %
(new_anti, old_anti))
identify_particles[new_anti] = old_anti
for parameter in model.all_parameters:
self.add_parameter(parameter, identify_pid)
for coupling in model.all_couplings:
self.add_coupling(coupling)
for lorentz in model.all_lorentz:
self.add_lorentz(lorentz)
for particle in model.all_particles:
if particle.name in identify_particles:
self.add_particle(particle,
identify=identify_particles[particle.name])
else:
self.add_particle(particle)
for vertex in model.all_vertices:
self.add_interaction(vertex)
self.all_path.append(path)
return
def create_standalone_directory(self):
"""generate the various directory for the weight evaluation"""
# 0. clean previous run ------------------------------------------------
path_me = self.me_dir
try:
shutil.rmtree(pjoin(path_me,'rw_me'))
except Exception:
pass
# 1. Load model---------------------------------------------------------
complex_mass = False
has_cms = re.compile(r'''set\s+complex_mass_scheme\s*(True|T|1|true|$|;)''')
for line in self.banner.proc_card:
if line.startswith('set'):
self.mg5cmd.exec_cmd(line, printcmd=False, precmd=False, postcmd=False)
if has_cms.search(line):
complex_mass = True
elif line.startswith('define'):
try:
self.mg5cmd.exec_cmd(line, printcmd=False, precmd=False, postcmd=False)
except Exception:
pass
info = self.banner.get('proc_card', 'full_model_line')
if '-modelname' in info:
mg_names = False
else:
mg_names = True
model_name = self.banner.get('proc_card', 'model')
if model_name:
self.load_model(model_name, mg_names, complex_mass)
else:
raise self.InvalidCmd('Only UFO model can be loaded in this module.')
mgcmd = self.mg5cmd
modelpath = self.model.get('modelpath')
if os.path.basename(modelpath) != mgcmd._curr_model['name']:
name, restrict = mgcmd._curr_model['name'].rsplit('-',1)
if os.path.exists(pjoin(os.path.dirname(modelpath),name, 'restrict_%s.dat' % restrict)):
modelpath = pjoin(os.path.dirname(modelpath), mgcmd._curr_model['name'])
commandline="import model %s " % modelpath
mgcmd.exec_cmd(commandline)
# 2. compute the production matrix element -----------------------------
processes = [line[9:].strip() for line in self.banner.proc_card
if line.startswith('generate')]
processes += [' '.join(line.split()[2:]) for line in self.banner.proc_card
if re.search('^\s*add\s+process', line)]
mgcmd.exec_cmd("set group_subprocesses False")
logger.info('generating the square matrix element for reweighting')
start = time.time()
commandline=''
for proc in processes:
if '[' not in proc:
commandline+="add process %s ;" % proc
else:
raise self.InvalidCmd('NLO processes can\'t be reweight')
commandline = commandline.replace('add process', 'generate',1)
logger.info(commandline)
mgcmd.exec_cmd(commandline, precmd=True)
commandline = 'output standalone_rw %s' % pjoin(path_me,'rw_me')
mgcmd.exec_cmd(commandline, precmd=True)
logger.info('Done %.4g' % (time.time()-start))
self.has_standalone_dir = True
# 3. Store id to directory information ---------------------------------
matrix_elements = mgcmd._curr_matrix_elements.get_matrix_elements()
self.id_to_path = {}
for me in matrix_elements:
for proc in me.get('processes'):
initial = [] #filled in the next line
final = [l.get('id') for l in proc.get('legs')\
if l.get('state') or initial.append(l.get('id'))]
order = (initial, final)
tag = proc.get_initial_final_ids()
decay_finals = proc.get_final_ids_after_decay()
if tag[1] != decay_finals:
order = (initial, list(decay_finals))
decay_finals.sort()
tag = (tag[0], tuple(decay_finals))
Pdir = pjoin(path_me, 'rw_me', 'SubProcesses',
'P%s' % me.get('processes')[0].shell_string())
assert os.path.exists(Pdir), "Pdir %s do not exists" % Pdir
if tag in self.id_to_path:
if not Pdir == self.id_to_path[tag][1]:
misc.sprint(tag, Pdir, self.id_to_path[tag][1])
raise self.InvalidCmd, '2 different process have the same final states. This module can not handle such situation'
else:
continue
self.id_to_path[tag] = [order, Pdir]
def test_madspin_LOonly(self):
text = """
set crash_on_error True
generate p p > w+ [LOonly]
output %s
launch
madspin=ON
set nevents 10
decay w+ > e+ ve
launch -i
decay_events run_01
add madspin --replace_line="set spinmode.*" --after_line="banner" set spinmode=onshell
""" % self.path
interface = MGCmd.MasterCmd()
interface.no_notification()
open(pjoin(self.tmpdir, 'cmd'), 'w').write(text)
interface.exec_cmd('import command %s' % pjoin(self.tmpdir, 'cmd'))
# perform some basic check
lhe_on = pjoin(self.path, 'Events', 'run_01_decayed_1',
'events.lhe.gz')
lhe_onshell = pjoin(self.path, 'Events', 'run_01_decayed_2',
'events.lhe.gz')
self.assertTrue(lhe_on)
# check that each events has the decay ON mode
nb_event = 0
for event in lhe_parser.EventFile(lhe_on):
nb_event += 1
nb_final = 0
m_inv_w = 0
for p in event:
if p.status == -1:
continue
elif p.status == 1:
nb_final += 1
else:
if p.pdg == 24:
if m_inv_w != 0:
self.assertTrue(False, 'two W')
m_inv_w = p.mass
self.assertTrue(30 < m_inv_w < 150)
else:
misc.sprint(p.pdg, p.status)
self.assertTrue(False, 'not W decaying')
self.assertTrue(nb_final in [2])
self.assertEqual(nb_event, 10)
self.assertTrue(lhe_onshell)
# check that each events has the decay ON mode
nb_event = 0
for event in lhe_parser.EventFile(lhe_onshell):
nb_event += 1
nb_final = 0
m_inv_w = 0
for p in event:
if p.status == -1:
continue
elif p.status == 1:
nb_final += 1
else:
if p.pdg == 24:
if m_inv_w != 0:
self.assertTrue(False, 'two W')
m_inv_w = p.mass
self.assertTrue(80 < m_inv_w < 81)
else:
self.assertTrue(False, 'not W decaying')
self.assertTrue(nb_final in [2])
self.assertEqual(nb_event, 10)
def __init__(self, *args, **kwargs):
misc.sprint('Entering PLUGIN_ProcessExporter.__init__ (initialise the exporter)')
return super().__init__(*args, **kwargs)
def copy_template(self, model):
misc.sprint('Entering PLUGIN_ProcessExporter.copy_template (initialise the directory)')
return super().copy_template(model)
def generate_events(pdg,
nb_event,
mg5,
restrict_file=None,
cumul=False):
"""generate new events for this particle
restrict_file allow to only generate a subset of the definition
cumul allow to merge all the definition in one run (add process)
to generate events according to cross-section
"""
part = self.model.get_particle(pdg)
name = part.get_name()
out = {}
logger.info("generate %s decay event for particle %s" %
(nb_event, name))
if name not in self.list_branches:
return out
for i, proc in enumerate(self.list_branches[name]):
if restrict_file and i not in restrict_file:
continue
decay_dir = pjoin(
self.path_me,
"decay_%s_%s" % (str(pdg).replace("-", "x"), i))
if not os.path.exists(decay_dir):
if cumul:
mg5.exec_cmd("generate %s" % proc)
for j, proc2 in enumerate(
self.list_branches[name][1:]):
if restrict_file and j not in restrict_file:
raise Exception # Do not see how this can happen
mg5.exec_cmd("add process %s" % proc2)
mg5.exec_cmd("output %s -f" % decay_dir)
else:
mg5.exec_cmd("generate %s" % proc)
mg5.exec_cmd("output %s -f" % decay_dir)
options = dict(mg5.options)
if self.options['ms_dir']:
misc.sprint("start gridpack!")
# we are in gridpack mode -> create it
me5_cmd = madevent_interface.MadEventCmdShell(me_dir=os.path.realpath(\
decay_dir), options=options)
me5_cmd.options["automatic_html_opening"] = False
if self.options["run_card"]:
run_card = self.options["run_card"]
else:
run_card = banner.RunCard(
pjoin(decay_dir, "Cards", "run_card.dat"))
run_card["iseed"] = self.seed
run_card['gridpack'] = True
run_card.write(
pjoin(decay_dir, "Cards", "run_card.dat"))
param_card = self.banner['slha']
open(pjoin(decay_dir, "Cards", "param_card.dat"),
"w").write(param_card)
self.seed += 1
# actually creation
me5_cmd.exec_cmd("generate_events run_01 -f")
me5_cmd.exec_cmd("exit")
#remove pointless informat
misc.call(
["rm", "Cards", "bin", 'Source', 'SubProcesses'],
cwd=decay_dir)
misc.call(['tar', '-xzpvf', 'run_01_gridpack.tar.gz'],
cwd=decay_dir)
# Now generate the events
if not self.options['ms_dir']:
me5_cmd = madevent_interface.MadEventCmdShell(me_dir=os.path.realpath(\
decay_dir), options=mg5.options)
me5_cmd.options["automatic_html_opening"] = False
if self.options["run_card"]:
run_card = self.options["run_card"]
else:
run_card = banner.RunCard(
pjoin(decay_dir, "Cards", "run_card.dat"))
run_card["nevents"] = int(1.2 * nb_event)
run_card["iseed"] = self.seed
run_card.write(pjoin(decay_dir, "Cards", "run_card.dat"))
param_card = self.banner['slha']
open(pjoin(decay_dir, "Cards", "param_card.dat"),
"w").write(param_card)
self.seed += 1
me5_cmd.exec_cmd("generate_events run_01 -f")
me5_cmd.exec_cmd("exit")
out[i] = lhe_parser.EventFile(
pjoin(decay_dir, "Events", 'run_01',
'unweighted_events.lhe.gz'))
else:
misc.call(
['run.sh',
str(int(1.2 * nb_event)),
str(self.seed)],
cwd=decay_dir)
out[i] = lhe_parser.EventFile(
pjoin(decay_dir, 'events.lhe.gz'))
if cumul:
break
return out
def test_short_ppgogo_amcatnlo_nlo(self):
"""tests if the p p > go go (in the mssm) process works"""
start = time.time()
self.generate(['p p > go go [real=QCD]'], 'MSSM_SLHA2')
misc.sprint('ppgg[real=QCD] generated in', time.time() - start)
####NLO
card = open('%s/Cards/run_card_default.dat' % self.path).read()
self.assertTrue('10000 = npoints_FO' in card)
card = card.replace('10000 = npoints_FO', '100 = npoints_FO')
self.assertTrue('5000 = npoints_FO_grid' in card)
card = card.replace('5000 = npoints_FO_grid',
'100 = npoints_FO_grid')
self.assertTrue('0.01 = req_acc_FO' in card)
card = card.replace('0.01 = req_acc_FO', '-1 = req_acc_FO')
open('%s/Cards/run_card.dat' % self.path, 'w').write(card)
start = time.time()
self.do('launch NLO -f')
misc.sprint('launch in NLO in ', time.time() - start)
# test the plot file exists
self.assertTrue(
os.path.exists('%s/Events/run_01/MADatNLO.HwU' % self.path))
self.assertTrue(
os.path.exists('%s/Events/run_01/summary.txt' % self.path))
self.assertTrue(
os.path.exists('%s/Events/run_01/run_01_tag_1_banner.txt' %
self.path))
self.assertTrue(
os.path.exists('%s/Events/run_01/res_0.txt' % self.path))
self.assertTrue(
os.path.exists('%s/Events/run_01/res_1.txt' % self.path))
self.assertTrue(
os.path.exists('%s/Events/run_01/alllogs_0.html' % self.path))
self.assertTrue(
os.path.exists('%s/Events/run_01/alllogs_1.html' % self.path))
card = open('%s/Cards/run_card_default.dat' % self.path).read()
self.assertTrue('10000 = nevents' in card)
card = card.replace('10000 = nevents', '100 = nevents')
open('%s/Cards/run_card.dat' % self.path, 'w').write(card)
start = time.time()
self.do('launch aMC@NLO -fp')
misc.sprint('launch in aMC@NLO in ', time.time() - start)
# test the lhe event file exists
self.assertTrue(
os.path.exists('%s/Events/run_02/events.lhe.gz' % self.path))
self.assertTrue(
os.path.exists('%s/Events/run_02/summary.txt' % self.path))
self.assertTrue(
os.path.exists('%s/Events/run_02/run_02_tag_1_banner.txt' %
self.path))
self.assertTrue(
os.path.exists('%s/Events/run_02/res_0.txt' % self.path))
self.assertTrue(
os.path.exists('%s/Events/run_02/res_1.txt' % self.path))
self.assertTrue(
os.path.exists('%s/Events/run_02/alllogs_0.html' % self.path))
self.assertTrue(
os.path.exists('%s/Events/run_02/alllogs_1.html' % self.path))
self.assertTrue(
os.path.exists('%s/Events/run_02/alllogs_2.html' % self.path))
self.assertFalse(self.debugging)
def generate_events(pdg, nb_event, mg5, restrict_file=None, cumul=False):
"""generate new events for this particle
restrict_file allow to only generate a subset of the definition
cumul allow to merge all the definition in one run (add process)
to generate events according to cross-section
"""
part = self.model.get_particle(pdg)
name = part.get_name()
out = {}
logger.info("generate %s decay event for particle %s" % (nb_event, name))
if name not in self.list_branches:
return out
for i,proc in enumerate(self.list_branches[name]):
if restrict_file and i not in restrict_file:
continue
decay_dir = pjoin(self.path_me, "decay_%s_%s" %(str(pdg).replace("-","x"),i))
if not os.path.exists(decay_dir):
if cumul:
mg5.exec_cmd("generate %s" % proc)
for j,proc2 in enumerate(self.list_branches[name][1:]):
if restrict_file and j not in restrict_file:
raise Exception # Do not see how this can happen
mg5.exec_cmd("add process %s" % proc2)
mg5.exec_cmd("output %s -f" % decay_dir)
else:
mg5.exec_cmd("generate %s" % proc)
mg5.exec_cmd("output %s -f" % decay_dir)
options = dict(mg5.options)
if self.options['ms_dir']:
misc.sprint("start gridpack!")
# we are in gridpack mode -> create it
me5_cmd = madevent_interface.MadEventCmdShell(me_dir=os.path.realpath(\
decay_dir), options=options)
me5_cmd.options["automatic_html_opening"] = False
if self.options["run_card"]:
run_card = self.options["run_card"]
else:
run_card = banner.RunCard(pjoin(decay_dir, "Cards", "run_card.dat"))
run_card["iseed"] = self.seed
run_card['gridpack'] = True
run_card.write(pjoin(decay_dir, "Cards", "run_card.dat"))
param_card = self.banner['slha']
open(pjoin(decay_dir, "Cards", "param_card.dat"),"w").write(param_card)
self.seed += 1
# actually creation
me5_cmd.exec_cmd("generate_events run_01 -f")
me5_cmd.exec_cmd("exit")
#remove pointless informat
misc.call(["rm", "Cards", "bin", 'Source', 'SubProcesses'], cwd=decay_dir)
misc.call(['tar', '-xzpvf', 'run_01_gridpack.tar.gz'], cwd=decay_dir)
# Now generate the events
if not self.options['ms_dir']:
me5_cmd = madevent_interface.MadEventCmdShell(me_dir=os.path.realpath(\
decay_dir), options=mg5.options)
me5_cmd.options["automatic_html_opening"] = False
if self.options["run_card"]:
run_card = self.options["run_card"]
else:
run_card = banner.RunCard(pjoin(decay_dir, "Cards", "run_card.dat"))
run_card["nevents"] = int(1.2*nb_event)
run_card["iseed"] = self.seed
run_card.write(pjoin(decay_dir, "Cards", "run_card.dat"))
param_card = self.banner['slha']
open(pjoin(decay_dir, "Cards", "param_card.dat"),"w").write(param_card)
self.seed += 1
me5_cmd.exec_cmd("generate_events run_01 -f")
me5_cmd.exec_cmd("exit")
out[i] = lhe_parser.EventFile(pjoin(decay_dir, "Events", 'run_01', 'unweighted_events.lhe.gz'))
else:
misc.call(['run.sh', str(int(1.2*nb_event)), str(self.seed)], cwd=decay_dir)
out[i] = lhe_parser.EventFile(pjoin(decay_dir, 'events.lhe.gz'))
if cumul:
break
return out
def complete_decay(self, *args):
""" """
try:
return self.mg5cmd.complete_generate(*args)
except Exception,error:
misc.sprint(error)
def convert_model(self, model, wanted_lorentz=[], wanted_coupling=[]):
misc.sprint('Entering PLUGIN_ProcessExporter.convert_model (create the model)')
return super().convert_model(model, wanted_lorentz, wanted_coupling)
def compare_PS_point(a,b,threshold=1.0e-10):
for i_vec, (a_vec, b_vec) in enumerate(zip(a,b)):
if max(abs(a_vec_el-b_vec_el)/max(abs(a_vec_el), 1.0e-10) for a_vec_el, b_vec_el in zip(a_vec, b_vec)) > threshold:
misc.sprint('Lorentz vector #%d differ: %s vs %s'%(i_vec+1, str(a_vec), str(b_vec)))
return False
return True
def create_standalone_directory(self):
"""generate the various directory for the weight evaluation"""
# 0. clean previous run ------------------------------------------------
path_me = self.me_dir
try:
shutil.rmtree(pjoin(path_me, "rw_me"))
except Exception:
pass
# 1. Load model---------------------------------------------------------
complex_mass = False
has_cms = re.compile(r"""set\s+complex_mass_scheme\s*(True|T|1|true|$|;)""")
for line in self.banner.proc_card:
if line.startswith("set"):
self.mg5cmd.exec_cmd(line, printcmd=False, precmd=False, postcmd=False)
if has_cms.search(line):
complex_mass = True
elif line.startswith("define"):
try:
self.mg5cmd.exec_cmd(line, printcmd=False, precmd=False, postcmd=False)
except Exception:
pass
info = self.banner.get("proc_card", "full_model_line")
if "-modelname" in info:
mg_names = False
else:
mg_names = True
model_name = self.banner.get("proc_card", "model")
if model_name:
self.load_model(model_name, mg_names, complex_mass)
else:
raise self.InvalidCmd("Only UFO model can be loaded in this module.")
mgcmd = self.mg5cmd
modelpath = self.model.get("modelpath")
if os.path.basename(modelpath) != mgcmd._curr_model["name"]:
name, restrict = mgcmd._curr_model["name"].rsplit("-", 1)
if os.path.exists(pjoin(os.path.dirname(modelpath), name, "restrict_%s.dat" % restrict)):
modelpath = pjoin(os.path.dirname(modelpath), mgcmd._curr_model["name"])
commandline = "import model %s " % modelpath
mgcmd.exec_cmd(commandline)
# 2. compute the production matrix element -----------------------------
processes = [line[9:].strip() for line in self.banner.proc_card if line.startswith("generate")]
processes += [
" ".join(line.split()[2:]) for line in self.banner.proc_card if re.search("^\s*add\s+process", line)
]
mgcmd.exec_cmd("set group_subprocesses False")
logger.info("generating the square matrix element for reweighting")
start = time.time()
commandline = ""
for proc in processes:
if "[" not in proc:
commandline += "add process %s ;" % proc
else:
raise self.InvalidCmd("NLO processes can't be reweight")
commandline = commandline.replace("add process", "generate", 1)
logger.info(commandline)
mgcmd.exec_cmd(commandline, precmd=True)
commandline = "output standalone_rw %s" % pjoin(path_me, "rw_me")
mgcmd.exec_cmd(commandline, precmd=True)
logger.info("Done %.4g" % (time.time() - start))
self.has_standalone_dir = True
# 3. Store id to directory information ---------------------------------
matrix_elements = mgcmd._curr_matrix_elements.get_matrix_elements()
self.id_to_path = {}
for me in matrix_elements:
for proc in me.get("processes"):
initial = [] # filled in the next line
final = [l.get("id") for l in proc.get("legs") if l.get("state") or initial.append(l.get("id"))]
order = (initial, final)
tag = proc.get_initial_final_ids()
decay_finals = proc.get_final_ids_after_decay()
if tag[1] != decay_finals:
order = (initial, list(decay_finals))
decay_finals.sort()
tag = (tag[0], tuple(decay_finals))
Pdir = pjoin(path_me, "rw_me", "SubProcesses", "P%s" % me.get("processes")[0].shell_string())
assert os.path.exists(Pdir)
if tag in self.id_to_path:
if not Pdir == self.id_to_path[tag][1]:
misc.sprint(tag, Pdir, self.id_to_path[tag][1])
raise self.InvalidCmd, "2 different process have the same final states. This module can not handle such situation"
else:
continue
self.id_to_path[tag] = [order, Pdir]
