pm4py.statistics.attributes.log.select module#

pm4py.statistics.attributes.log.select.select_attributes_from_log_for_tree(log: EventLog, max_cases_for_attr_selection=50, max_diff_occ=12.5)[source]#

Select attributes from log for tree

Parameters:

  • log – Log

  • max_cases_for_attr_selection – Maximum number of cases to consider for attribute selection

  • max_diff_occ – Maximum number of different occurrences

pm4py.statistics.attributes.log.select.check_trace_attributes_presence(log: EventLog, attributes_set: Set[str] | List[str]) → Set[str] | List[str][source]#

Check trace attributes presence in all the traces of the log

Parameters:

  • log – Log

  • attributes_set – Set of attributes

Returns:

Filtered set of attributes

Return type:

filtered_set

pm4py.statistics.attributes.log.select.check_event_attributes_presence(log: EventLog, attributes_set: Set[str] | List[str]) → Set[str] | List[str][source]#

Check event attributes presence in all the traces of the log

Parameters:

  • log – Log

  • attributes_set – Set of attributes

Returns:

Filtered set of attributes

Return type:

filtered_set

pm4py.statistics.attributes.log.select.verify_if_event_attribute_is_in_each_trace(log: EventLog, attribute: str) → bool[source]#

Verify if the event attribute is in each trace

Parameters:

  • log – Log

  • attribute – Attribute

Returns:

Boolean value that is aiming to check if the event attribute is in each trace

Return type:

boolean

pm4py.statistics.attributes.log.select.verify_if_trace_attribute_is_in_each_trace(log: EventLog, attribute: str) → bool[source]#

Verify if the trace attribute is in each trace

Parameters:

  • log – Log

  • attribute – Attribute

Returns:

Boolean value that is aiming to check if the trace attribute is in each trace

Return type:

boolean