pm4py.objects.log package#
This file is part of PM4Py (More Info: https://pm4py.fit.fraunhofer.de).
PM4Py is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.
PM4Py 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 General Public License for more details.
You should have received a copy of the GNU General Public License along with PM4Py. If not, see <https://www.gnu.org/licenses/>.
Subpackages#
- pm4py.objects.log.exporter package
- pm4py.objects.log.importer package
- pm4py.objects.log.util package
- Submodules
- pm4py.objects.log.util.activities_to_alphabet module
- pm4py.objects.log.util.artificial module
- pm4py.objects.log.util.basic_filter module
- pm4py.objects.log.util.dataframe_utils module
Parameters
Parameters.PARTITION_COLUMN
Parameters.CASE_ID_KEY
Parameters.CASE_PREFIX
Parameters.CASE_ATTRIBUTES
Parameters.MANDATORY_ATTRIBUTES
Parameters.MAX_NO_CASES
Parameters.MIN_DIFFERENT_OCC_STR_ATTR
Parameters.MAX_DIFFERENT_OCC_STR_ATTR
Parameters.TIMESTAMP_KEY
Parameters.ACTIVITY_KEY
Parameters.PARAM_ARTIFICIAL_START_ACTIVITY
Parameters.PARAM_ARTIFICIAL_END_ACTIVITY
Parameters.INDEX_KEY
Parameters.CASE_INDEX_KEY
Parameters.USE_EXTREMES_TIMESTAMP
Parameters.ADD_CASE_IDENTIFIER_COLUMN
Parameters.DETERMINISTIC
insert_partitioning()
legacy_parquet_support()
table_to_stream()
table_to_log()
convert_timestamp_columns_in_df()
sample_dataframe()
automatic_feature_selection_df()
select_number_column()
select_string_column()
get_features_df()
automatic_feature_extraction_df()
insert_artificial_start_end()
dataframe_to_activity_case_table()
- pm4py.objects.log.util.filtering_utils module
- pm4py.objects.log.util.get_class_representation module
- pm4py.objects.log.util.get_log_encoded module
- pm4py.objects.log.util.get_prefixes module
- pm4py.objects.log.util.index_attribute module
- pm4py.objects.log.util.insert_classifier module
- pm4py.objects.log.util.interval_lifecycle module
- pm4py.objects.log.util.log module
- pm4py.objects.log.util.log_regex module
- pm4py.objects.log.util.move_attrs_to_trace module
- pm4py.objects.log.util.pandas_log_wrapper module
- pm4py.objects.log.util.pandas_numpy_variants module
- pm4py.objects.log.util.sampling module
- pm4py.objects.log.util.sorting module
- pm4py.objects.log.util.split_train_test module
- pm4py.objects.log.util.xes module
Submodules#
pm4py.objects.log.obj module#
This file is part of PM4Py (More Info: https://pm4py.fit.fraunhofer.de).
PM4Py is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.
PM4Py 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 General Public License for more details.
You should have received a copy of the GNU General Public License along with PM4Py. If not, see <https://www.gnu.org/licenses/>.
- class pm4py.objects.log.obj.XESExtension(value, names=<not given>, *values, module=None, qualname=None, type=None, start=1, boundary=None)[source]#
Bases:
Enum
- ArtifactLifecycle = ('ArtifactLifecycle', 'artifactlifecycle', 'http://www.xes-standard.org/artifactlifecycle.xesext')#
- Concept = ('Concept', 'concept', 'http://www.xes-standard.org/concept.xesext')#
- Cost = ('Cost', 'cost', 'http://www.xes-standard.org/cost.xesext')#
- Identity = ('Identity', 'identity', 'http://www.xes-standard.org/identity.xesext')#
- Lifecycle = ('Lifecycle', 'lifecycle', 'http://www.xes-standard.org/lifecycle.xesext')#
- Micro = ('Micro', 'micro', 'http://www.xes-standard.org/micro.xesext')#
- Organizational = ('Organizational', 'org', 'http://www.xes-standard.org/org.xesext')#
- Semantic = ('Semantic', 'semantic', 'http://www.xes-standard.org/semantic.xesext')#
- SoftwareCommunication = ('Software Communication', 'swcomm', 'http://www.xes-standard.org/swcomm.xesext')#
- SoftwareEvent = ('Software Event', 'swevent', 'http://www.xes-standard.org/swevent.xesext')#
- SoftwareTelemetry = ('Software Telemetry', 'swtelemetry', 'http://www.xes-standard.org/swtelemetry.xesext')#
- Time = ('Time', 'time', 'http://www.xes-standard.org/time.xesext')#
- property name#
- property prefix#
- property uri#
- class pm4py.objects.log.obj.EventStream(*args, **kwargs)[source]#
Bases:
Sequence
- index(value[, start[, stop]]) integer -- return first index of value. [source]#
Raises ValueError if the value is not present.
Supporting start and stop arguments is optional, but recommended.
- property attributes#
- property extensions#
- property omni_present#
- property classifiers#
- property properties#
- class pm4py.objects.log.obj.Trace(*args, **kwargs)[source]#
Bases:
Sequence
- index(value[, start[, stop]]) integer -- return first index of value. [source]#
Raises ValueError if the value is not present.
Supporting start and stop arguments is optional, but recommended.
- property attributes#
- property properties#
- class pm4py.objects.log.obj.EventLog(*args, **kwargs)[source]#
Bases:
EventStream