def test_script():
logging.basicConfig(level=logging.INFO)
logging.getLogger().setLevel(logging.INFO)
# initialize the graph edges (initial and final state)
initial_state = [("D0", [0])]
final_state = [("K_S0", [0]), ("K+", [0]), ("K-", [0])]
tbd_manager = StateTransitionManager(initial_state, final_state,
["a0", "phi", "a2(1320)-"])
tbd_manager.number_of_threads = 2
graph_interaction_settings_groups = tbd_manager.prepare_graphs()
(solutions, violated_rules
) = tbd_manager.find_solutions(graph_interaction_settings_groups)
print("found " + str(len(solutions)) + " solutions!")
assert len(solutions) == 5
# print intermediate state particle names
for g in solutions:
print(g.edge_props[1]["@Name"])
xml_generator = HelicityAmplitudeGeneratorXML()
xml_generator.generate(solutions)
xml_generator.write_to_file("D0ToKs0KpKm.xml")
def test_external_edge_identical_particle_combinatorics(initial_state,
final_state,
final_state_groupings,
result_graph_count):
tbd_manager = StateTransitionManager(initial_state, final_state, [],
formalism_type='helicity')
tbd_manager.set_allowed_interaction_types([InteractionTypes.Strong])
for x in final_state_groupings:
tbd_manager.add_final_state_grouping(x)
tbd_manager.number_of_threads = 1
topology_graphs = tbd_manager.build_topologies()
init_graphs = tbd_manager.create_seed_graphs(topology_graphs)
match_external_edges(init_graphs)
comb_graphs = []
for x in init_graphs:
comb_graphs.extend(
perform_external_edge_identical_particle_combinatorics(x))
assert len(comb_graphs) == result_graph_count
ref_mapping_fs = create_edge_id_particle_mapping(comb_graphs[0],
get_final_state_edges)
ref_mapping_is = create_edge_id_particle_mapping(comb_graphs[0],
get_initial_state_edges)
for x in comb_graphs[1:]:
assert ref_mapping_fs == create_edge_id_particle_mapping(
x, get_final_state_edges)
assert ref_mapping_is == create_edge_id_particle_mapping(
x, get_initial_state_edges)
def test_edge_swap(initial_state, final_state):
tbd_manager = StateTransitionManager(initial_state,
final_state, [],
formalism_type="helicity")
tbd_manager.set_allowed_interaction_types([InteractionTypes.Strong])
tbd_manager.number_of_threads = 1
topology_graphs = tbd_manager.build_topologies()
init_graphs = tbd_manager.create_seed_graphs(topology_graphs)
for x in init_graphs:
ref_mapping = create_edge_id_particle_mapping(x, get_final_state_edges)
edge_keys = list(ref_mapping.keys())
edge1 = edge_keys[0]
edge1_val = x.edges[edge1]
edge1_props = x.edge_props[edge1]
edge2 = edge_keys[1]
edge2_val = x.edges[edge2]
edge2_props = x.edge_props[edge2]
x.swap_edges(edge1, edge2)
assert x.edges[edge1] == edge2_val
assert x.edges[edge2] == edge1_val
assert x.edge_props[edge1] == edge2_props
assert x.edge_props[edge2] == edge1_props
def test_external_edge_identical_particle_combinatorics(
initial_state, final_state, final_state_groupings, result_graph_count):
tbd_manager = StateTransitionManager(initial_state,
final_state, [],
formalism_type="helicity")
tbd_manager.set_allowed_interaction_types([InteractionTypes.Strong])
for x in final_state_groupings:
tbd_manager.add_final_state_grouping(x)
tbd_manager.number_of_threads = 1
topology_graphs = tbd_manager.build_topologies()
init_graphs = tbd_manager.create_seed_graphs(topology_graphs)
match_external_edges(init_graphs)
comb_graphs = []
for x in init_graphs:
comb_graphs.extend(
perform_external_edge_identical_particle_combinatorics(x))
assert len(comb_graphs) == result_graph_count
ref_mapping_fs = create_edge_id_particle_mapping(comb_graphs[0],
get_final_state_edges)
ref_mapping_is = create_edge_id_particle_mapping(comb_graphs[0],
get_initial_state_edges)
for x in comb_graphs[1:]:
assert ref_mapping_fs == create_edge_id_particle_mapping(
x, get_final_state_edges)
assert ref_mapping_is == create_edge_id_particle_mapping(
x, get_initial_state_edges)
def test_external_edge_initialization(initial_state, final_state,
final_state_groupings,
result_graph_count):
tbd_manager = StateTransitionManager(initial_state, final_state, [],
formalism_type='helicity')
tbd_manager.set_allowed_interaction_types([InteractionTypes.Strong])
for x in final_state_groupings:
tbd_manager.add_final_state_grouping(x)
tbd_manager.number_of_threads = 1
topology_graphs = tbd_manager.build_topologies()
init_graphs = tbd_manager.create_seed_graphs(topology_graphs)
assert len(init_graphs) == result_graph_count
def test_external_edge_initialization(initial_state, final_state,
final_state_groupings,
result_graph_count):
tbd_manager = StateTransitionManager(initial_state, final_state, [],
formalism_type='helicity')
tbd_manager.set_allowed_interaction_types([InteractionTypes.Strong])
for x in final_state_groupings:
tbd_manager.add_final_state_grouping(x)
tbd_manager.number_of_threads = 1
topology_graphs = tbd_manager.build_topologies()
init_graphs = tbd_manager.create_seed_graphs(topology_graphs)
assert len(init_graphs) == result_graph_count
def test_canonical_clebsch_gordan_ls_coupling(initial_state, final_state, L, S,
solution_count):
# because the amount of solutions is too big we change the default domains
formalism_type = "canonical-helicity"
int_settings = create_default_interaction_settings(formalism_type)
remove_conservation_law(int_settings[InteractionTypes.Strong],
ParityConservationHelicity())
tbd_manager = StateTransitionManager(
initial_state,
final_state,
[],
interaction_type_settings=int_settings,
formalism_type=formalism_type,
)
tbd_manager.set_allowed_interaction_types([InteractionTypes.Strong])
tbd_manager.number_of_threads = 2
tbd_manager.filter_remove_qns = []
l_label = InteractionQuantumNumberNames.L
s_label = InteractionQuantumNumberNames.S
qn_label = XMLLabelConstants.QuantumNumber
spin_converter = SpinQNConverter()
node_props = {
0: {
qn_label.name: [
spin_converter.convert_to_dict(l_label, L),
spin_converter.convert_to_dict(s_label, S),
]
}
}
graph_node_setting_pairs = tbd_manager.prepare_graphs()
for v in graph_node_setting_pairs.values():
for e in v:
e[0].node_props = node_props
solutions = tbd_manager.find_solutions(graph_node_setting_pairs)[0]
assert len(solutions) == solution_count
def generate_model_xml():
from pycompwa.expertsystem.amplitude.helicitydecay import (
HelicityDecayAmplitudeGeneratorXML,
)
from pycompwa.expertsystem.state.particle import (
XMLLabelConstants,
get_xml_label,
)
from pycompwa.expertsystem.ui.system_control import (
InteractionTypes,
StateTransitionManager,
)
# initialize the graph edges (initial and final state)
initial_state = [("D1(2420)0", [-1, 1])]
final_state = [("D0", [0]), ("pi-", [0]), ("pi+", [0])]
tbd_manager = StateTransitionManager(initial_state, final_state, ["D*"])
tbd_manager.number_of_threads = 1
tbd_manager.set_allowed_interaction_types([InteractionTypes.Strong])
graph_interaction_settings_groups = tbd_manager.prepare_graphs()
(solutions, violated_rules) = tbd_manager.find_solutions(
graph_interaction_settings_groups
)
print("found " + str(len(solutions)) + " solutions!")
print("intermediate states:")
decinfo_label = get_xml_label(XMLLabelConstants.DecayInfo)
for g in solutions:
print(g.edge_props[1]["@Name"])
for edge_props in g.edge_props.values():
if decinfo_label in edge_props:
del edge_props[decinfo_label]
edge_props[decinfo_label] = {
get_xml_label(XMLLabelConstants.Type): "nonResonant"
}
xml_generator = HelicityDecayAmplitudeGeneratorXML()
xml_generator.generate(solutions)
xml_generator.write_to_file("model.xml")
def test_script():
logging.basicConfig(level=logging.INFO)
# initialize the graph edges (initial and final state)
initial_state = [("J/psi", [-1, 1])]
final_state = [("gamma", [-1, 1]), ("pi0", [0]), ("pi0", [0])]
tbd_manager = StateTransitionManager(initial_state, final_state,
['f0', 'f2', 'omega'])
tbd_manager.number_of_threads = 2
tbd_manager.set_allowed_interaction_types(
[InteractionTypes.Strong, InteractionTypes.EM])
graph_interaction_settings_groups = tbd_manager.prepare_graphs()
(solutions, violated_rules) = tbd_manager.find_solutions(
graph_interaction_settings_groups)
print("found " + str(len(solutions)) + " solutions!")
assert len(solutions) == 48
ref_mapping_fs = create_edge_id_particle_mapping(solutions[0],
get_final_state_edges)
ref_mapping_is = create_edge_id_particle_mapping(solutions[0],
get_initial_state_edges)
for x in solutions[1:]:
assert ref_mapping_fs == create_edge_id_particle_mapping(
x, get_final_state_edges)
assert ref_mapping_is == create_edge_id_particle_mapping(
x, get_initial_state_edges)
print("intermediate states:")
intermediate_states = set()
for g in solutions:
int_edge_id = get_intermediate_state_edges(g)[0]
intermediate_states.add(g.edge_props[int_edge_id]['@Name'])
print(intermediate_states)
xml_generator = HelicityAmplitudeGeneratorXML()
xml_generator.generate(solutions)
xml_generator.write_to_file('JPsiToGammaPi0Pi0.xml')
def test_match_external_edges(initial_state, final_state):
tbd_manager = StateTransitionManager(initial_state, final_state, [],
formalism_type='helicity')
tbd_manager.set_allowed_interaction_types([InteractionTypes.Strong])
tbd_manager.number_of_threads = 1
topology_graphs = tbd_manager.build_topologies()
init_graphs = tbd_manager.create_seed_graphs(topology_graphs)
match_external_edges(init_graphs)
ref_mapping_fs = create_edge_id_particle_mapping(init_graphs[0],
get_final_state_edges)
ref_mapping_is = create_edge_id_particle_mapping(init_graphs[0],
get_initial_state_edges)
for x in init_graphs[1:]:
assert ref_mapping_fs == create_edge_id_particle_mapping(
x, get_final_state_edges)
assert ref_mapping_is == create_edge_id_particle_mapping(
x, get_initial_state_edges)
def test_script():
logging.basicConfig(level=logging.INFO)
# initialize the graph edges (initial and final state)
initial_state = [("J/psi", [-1, 1])]
final_state = [("gamma", [-1, 1]), ("pi0", [0]), ("pi0", [0])]
tbd_manager = StateTransitionManager(initial_state, final_state,
['f0', 'f2', 'omega'])
tbd_manager.number_of_threads = 2
tbd_manager.set_allowed_interaction_types(
[InteractionTypes.Strong, InteractionTypes.EM])
graph_interaction_settings_groups = tbd_manager.prepare_graphs()
(solutions, violated_rules) = tbd_manager.find_solutions(
graph_interaction_settings_groups)
print("found " + str(len(solutions)) + " solutions!")
assert len(solutions) == 48
ref_mapping_fs = create_edge_id_particle_mapping(solutions[0],
get_final_state_edges)
ref_mapping_is = create_edge_id_particle_mapping(solutions[0],
get_initial_state_edges)
for x in solutions[1:]:
assert ref_mapping_fs == create_edge_id_particle_mapping(
x, get_final_state_edges)
assert ref_mapping_is == create_edge_id_particle_mapping(
x, get_initial_state_edges)
print("intermediate states:")
intermediate_states = set()
for g in solutions:
int_edge_id = get_intermediate_state_edges(g)[0]
intermediate_states.add(g.edge_props[int_edge_id]['@Name'])
print(intermediate_states)
xml_generator = HelicityAmplitudeGeneratorXML()
xml_generator.generate(solutions)
xml_generator.write_to_file('JPsiToGammaPi0Pi0.xml')
def test_match_external_edges(initial_state, final_state):
tbd_manager = StateTransitionManager(initial_state, final_state, [],
formalism_type='helicity')
tbd_manager.set_allowed_interaction_types([InteractionTypes.Strong])
tbd_manager.number_of_threads = 1
topology_graphs = tbd_manager.build_topologies()
init_graphs = tbd_manager.create_seed_graphs(topology_graphs)
match_external_edges(init_graphs)
ref_mapping_fs = create_edge_id_particle_mapping(init_graphs[0],
get_final_state_edges)
ref_mapping_is = create_edge_id_particle_mapping(init_graphs[0],
get_initial_state_edges)
for x in init_graphs[1:]:
assert ref_mapping_fs == create_edge_id_particle_mapping(
x, get_final_state_edges)
assert ref_mapping_is == create_edge_id_particle_mapping(
x, get_initial_state_edges)
def generate_model_xml():
from pycompwa.expertsystem.ui.system_control import (
StateTransitionManager, InteractionTypes)
from pycompwa.expertsystem.amplitude.helicitydecay import (
HelicityDecayAmplitudeGeneratorXML)
from pycompwa.expertsystem.state.particle import (
get_xml_label, XMLLabelConstants)
# initialize the graph edges (initial and final state)
initial_state = [("D1(2420)0", [-1, 1])]
final_state = [("D0", [0]), ("pi-", [0]), ("pi+", [0])]
tbd_manager = StateTransitionManager(initial_state, final_state,
['D*'])
tbd_manager.number_of_threads = 1
tbd_manager.set_allowed_interaction_types(
[InteractionTypes.Strong])
graph_interaction_settings_groups = tbd_manager.prepare_graphs()
(solutions, violated_rules) = tbd_manager.find_solutions(
graph_interaction_settings_groups)
print("found " + str(len(solutions)) + " solutions!")
print("intermediate states:")
decinfo_label = get_xml_label(XMLLabelConstants.DecayInfo)
for g in solutions:
print(g.edge_props[1]['@Name'])
for edge_props in g.edge_props.values():
if decinfo_label in edge_props:
del edge_props[decinfo_label]
edge_props[decinfo_label] = {
get_xml_label(XMLLabelConstants.Type): "nonResonant"}
xml_generator = HelicityDecayAmplitudeGeneratorXML()
xml_generator.generate(solutions)
xml_generator.write_to_file('model.xml')
def test_canonical_clebsch_gordan_ls_couling(initial_state, final_state,
L, S, solution_count):
# because the amount of solutions is too big we change the default domains
formalism_type = 'canonical-helicity'
int_settings = create_default_interaction_settings(formalism_type)
remove_conservation_law(int_settings[InteractionTypes.Strong],
ParityConservationHelicity())
tbd_manager = StateTransitionManager(
initial_state, final_state, [],
interaction_type_settings=int_settings,
formalism_type=formalism_type)
tbd_manager.set_allowed_interaction_types([InteractionTypes.Strong])
tbd_manager.number_of_threads = 2
tbd_manager.filter_remove_qns = []
l_label = InteractionQuantumNumberNames.L
s_label = InteractionQuantumNumberNames.S
qn_label = XMLLabelConstants.QuantumNumber
spin_converter = SpinQNConverter()
node_props = {0: {
qn_label.name: [spin_converter.convert_to_dict(l_label, L),
spin_converter.convert_to_dict(
s_label, S)
]}
}
graph_node_setting_pairs = tbd_manager.prepare_graphs()
for k, v in graph_node_setting_pairs.items():
for e in v:
e[0].node_props = node_props
(solutions, violated_rules) = tbd_manager.find_solutions(
graph_node_setting_pairs)
assert len(solutions) == solution_count
def test_script():
logging.basicConfig(level=logging.INFO)
# initialize the graph edges (intial and final state)
initial_state = [("D0", [0])]
final_state = [("K_S0", [0]), ("K+", [0]), ("K-", [0])]
tbd_manager = StateTransitionManager(initial_state, final_state,
['a0', 'phi', 'a2(1320)-'])
tbd_manager.number_of_threads = 2
graph_interaction_settings_groups = tbd_manager.prepare_graphs()
(solutions, violated_rules) = tbd_manager.find_solutions(
graph_interaction_settings_groups)
print("found " + str(len(solutions)) + " solutions!")
assert len(solutions) == 5
# print intermediate state particle names
for g in solutions:
print(g.edge_props[1]['@Name'])
xml_generator = HelicityAmplitudeGeneratorXML()
xml_generator.generate(solutions)
xml_generator.write_to_file('D0ToKs0KpKm.xml')
def test_edge_swap(initial_state, final_state):
tbd_manager = StateTransitionManager(initial_state, final_state, [],
formalism_type='helicity')
tbd_manager.set_allowed_interaction_types([InteractionTypes.Strong])
tbd_manager.number_of_threads = 1
topology_graphs = tbd_manager.build_topologies()
init_graphs = tbd_manager.create_seed_graphs(topology_graphs)
for x in init_graphs:
ref_mapping = create_edge_id_particle_mapping(x, get_final_state_edges)
edge_keys = list(ref_mapping.keys())
edge1 = edge_keys[0]
edge1_val = x.edges[edge1]
edge1_props = x.edge_props[edge1]
edge2 = edge_keys[1]
edge2_val = x.edges[edge2]
edge2_props = x.edge_props[edge2]
x.swap_edges(edge1, edge2)
assert x.edges[edge1] == edge2_val
assert x.edges[edge2] == edge1_val
assert x.edge_props[edge1] == edge2_props
assert x.edge_props[edge2] == edge1_props
def test_script_full():
# initialize the graph edges (intial and final state)
initial_state = [("Y", [-1, 1])]
final_state = ["D0", "D0bar", "pi0", "pi0"]
# because the amount of solutions is too big we change the default domains
formalism_type = 'canonical-helicity'
int_settings = create_default_interaction_settings(formalism_type)
change_qn_domain(int_settings[InteractionTypes.Strong],
InteractionQuantumNumberNames.L,
create_spin_domain([0, 1, 2, 3], True))
change_qn_domain(int_settings[InteractionTypes.Strong],
InteractionQuantumNumberNames.S,
create_spin_domain([0, 1, 2], True))
tbd_manager = StateTransitionManager(
initial_state,
final_state, ['D*'],
interaction_type_settings=int_settings,
formalism_type=formalism_type)
tbd_manager.set_allowed_interaction_types([InteractionTypes.Strong])
tbd_manager.add_final_state_grouping([['D0', 'pi0'], ['D0bar', 'pi0']])
tbd_manager.number_of_threads = 2
graph_node_setting_pairs = tbd_manager.prepare_graphs()
(solutions,
violated_rules) = tbd_manager.find_solutions(graph_node_setting_pairs)
print("found " + str(len(solutions)) + " solutions!")
canonical_xml_generator = CanonicalDecayAmplitudeGeneratorXML()
canonical_xml_generator.generate(solutions)
# because the amount of solutions is too big we change the default domains
formalism_type = 'helicity'
int_settings = create_default_interaction_settings(formalism_type)
change_qn_domain(int_settings[InteractionTypes.Strong],
InteractionQuantumNumberNames.L,
create_spin_domain([0, 1, 2, 3], True))
change_qn_domain(int_settings[InteractionTypes.Strong],
InteractionQuantumNumberNames.S,
create_spin_domain([0, 1, 2], True))
tbd_manager = StateTransitionManager(
initial_state,
final_state, ['D*'],
interaction_type_settings=int_settings,
formalism_type=formalism_type)
tbd_manager.set_allowed_interaction_types([InteractionTypes.Strong])
tbd_manager.add_final_state_grouping([['D0', 'pi0'], ['D0bar', 'pi0']])
tbd_manager.number_of_threads = 2
graph_node_setting_pairs = tbd_manager.prepare_graphs()
(solutions,
violated_rules) = tbd_manager.find_solutions(graph_node_setting_pairs)
print("found " + str(len(solutions)) + " solutions!")
helicity_xml_generator = HelicityDecayAmplitudeGeneratorXML()
helicity_xml_generator.generate(solutions)
#print(helicity_xml_generator.fit_parameters,
# canonical_xml_generator.fit_parameters)
assert (len(helicity_xml_generator.fit_parameters) == len(
canonical_xml_generator.fit_parameters))
def test_script_full():
# initialize the graph edges (intial and final state)
initial_state = [("Y", [-1, 1])]
final_state = ["D0", "D0bar", "pi0", "pi0"]
# because the amount of solutions is too big we change the default domains
formalism_type = 'canonical-helicity'
int_settings = create_default_interaction_settings(formalism_type)
change_qn_domain(int_settings[InteractionTypes.Strong],
InteractionQuantumNumberNames.L,
create_spin_domain([0, 1, 2, 3], True)
)
change_qn_domain(int_settings[InteractionTypes.Strong],
InteractionQuantumNumberNames.S,
create_spin_domain([0, 1, 2], True)
)
tbd_manager = StateTransitionManager(initial_state, final_state, ['D*'],
interaction_type_settings=int_settings,
formalism_type=formalism_type)
tbd_manager.set_allowed_interaction_types([InteractionTypes.Strong])
tbd_manager.add_final_state_grouping([['D0', 'pi0'], ['D0bar', 'pi0']])
tbd_manager.number_of_threads = 2
graph_node_setting_pairs = tbd_manager.prepare_graphs()
(solutions, violated_rules) = tbd_manager.find_solutions(
graph_node_setting_pairs)
print("found " + str(len(solutions)) + " solutions!")
canonical_xml_generator = CanonicalAmplitudeGeneratorXML()
canonical_xml_generator.generate(solutions)
# because the amount of solutions is too big we change the default domains
formalism_type = 'helicity'
int_settings = create_default_interaction_settings(formalism_type)
change_qn_domain(int_settings[InteractionTypes.Strong],
InteractionQuantumNumberNames.L,
create_spin_domain([0, 1, 2, 3], True)
)
change_qn_domain(int_settings[InteractionTypes.Strong],
InteractionQuantumNumberNames.S,
create_spin_domain([0, 1, 2], True)
)
tbd_manager = StateTransitionManager(initial_state, final_state, ['D*'],
interaction_type_settings=int_settings,
formalism_type=formalism_type)
tbd_manager.set_allowed_interaction_types([InteractionTypes.Strong])
tbd_manager.add_final_state_grouping([['D0', 'pi0'], ['D0bar', 'pi0']])
tbd_manager.number_of_threads = 2
graph_node_setting_pairs = tbd_manager.prepare_graphs()
(solutions, violated_rules) = tbd_manager.find_solutions(
graph_node_setting_pairs)
print("found " + str(len(solutions)) + " solutions!")
helicity_xml_generator = HelicityAmplitudeGeneratorXML()
helicity_xml_generator.generate(solutions)
assert (len(helicity_xml_generator.get_fit_parameters()) ==
len(canonical_xml_generator.get_fit_parameters()))