pm4py.algo.transformation.log_to_interval_tree package#

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

Subpackages#

Submodules#

pm4py.algo.transformation.log_to_interval_tree.algorithm module#

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

class pm4py.algo.transformation.log_to_interval_tree.algorithm.Variants(value, names=<not given>, *values, module=None, qualname=None, type=None, start=1, boundary=None)[source]#

Bases: Enum

OPEN_PATHS = <module 'pm4py.algo.transformation.log_to_interval_tree.variants.open_paths' from 'C:\\Users\\berti\\pm4py-core\\pm4py\\algo\\transformation\\log_to_interval_tree\\variants\\open_paths.py'>#
pm4py.algo.transformation.log_to_interval_tree.algorithm.apply(log: EventLog, variant=Variants.OPEN_PATHS, parameters: Dict[Any, Any] | None = None) IntervalTree[source]#

Transforms the event log to an interval tree using one of the available variants

Parameters#

log

Event log

variant

Variant of the algorithm to be used: - Variants.OPEN_PATHS: transforms the event log to an interval tree in which the intervals are the

directly-follows paths in the log (open at the complete timestamp of the source event, and closed at the start timestamp of the target event),

and having as associated data the source and the target event.

Returns#

tree

Interval tree object (which can be queried at a given timestamp, or range of timestamps)