Source code for pm4py.objects.conversion.trie.variants.to_petri_net
'''
PM4Py – A Process Mining Library for Python
Copyright (C) 2024 Process Intelligence Solutions UG (haftungsbeschränkt)
This program is free software: you can redistribute it and/or modify
it under the terms of the GNU Affero General Public License as
published by the Free Software Foundation, either version 3 of the
License, or any later version.
This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU Affero General Public License for more details.
You should have received a copy of the GNU Affero General Public License
along with this program. If not, see this software project's root or
visit <https://www.gnu.org/licenses/>.
Website: https://processintelligence.solutions
Contact: info@processintelligence.solutions
'''
import uuid
from pm4py.objects.petri_net.utils import petri_utils
from typing import Optional, Dict, Any, Tuple
from pm4py.objects.petri_net.obj import PetriNet, Marking
from pm4py.objects.trie.obj import Trie
def __add_prefix_tree_node_to_petri(
node: Trie, net: PetriNet, prev: PetriNet.Place, sink: PetriNet.Place
):
"""
Internal method to add a prefix tree node to a Petri net.
"""
trans = PetriNet.Transition(str(uuid.uuid4()), label=node.label)
net.transitions.add(trans)
petri_utils.add_arc_from_to(prev, trans, net)
if node.children:
succ_place = PetriNet.Place(str(uuid.uuid4()))
net.places.add(succ_place)
petri_utils.add_arc_from_to(trans, succ_place, net)
for child in node.children:
__add_prefix_tree_node_to_petri(child, net, succ_place, sink)
if node.final:
new_trans = PetriNet.Transition(str(uuid.uuid4()))
net.transitions.add(new_trans)
petri_utils.add_arc_from_to(succ_place, new_trans, net)
petri_utils.add_arc_from_to(new_trans, sink, net)
else:
petri_utils.add_arc_from_to(trans, sink, net)
[docs]
def apply(
prefix_tree: Trie, parameters: Optional[Dict[Any, Any]] = None
) -> Tuple[PetriNet, Marking, Marking]:
"""
Transforms a prefix tree to an accepting Petri net.
Parameters
-----------------
prefix_tree
Prefix_tree
parameters
Optional parameters of the method.
Returns
-----------------
net
Petri net
im
Initial marking
fm
Final marking
"""
if parameters is None:
parameters = {}
# create a empty Petri net
net = PetriNet("petri")
im = Marking()
fm = Marking()
source = PetriNet.Place(str(uuid.uuid4()))
net.places.add(source)
sink = PetriNet.Place(str(uuid.uuid4()))
net.places.add(sink)
im[source] = 1
fm[sink] = 1
__add_prefix_tree_node_to_petri(
list(prefix_tree.children)[0], net, source, sink
)
return net, im, fm