Pm4py

Added

Changed
* b3d88dcfa6553beae4b289191d6aa29020daeeb2
* refactor pm4py.llm.abstract_log_features (split in two methods)
* b9f74be6ffb68ac1b8c32d6c2cfb3cb3ae5d173c
* playout variant selection in the simplified interface
* 5aedd3048a9780816f37ad7f89c65a3e56b5229c
* support for log2log alignments in the simplified interface
* b254210f09d1844dee11b9ccd262baf62779edca
* return legacy log option in pm4py.parse_event_log_string

Deprecated

Fixed

Removed

Other
* 9717be4fc6be34c9278ddd7f2d39a0cb8efc4ec2
* verbose option configuration
* 671688effb5ccf01d5653726de6725810333af0a
* support to OCEL 2.0 JSON specification


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Added

Changed
* 634b6a5ac1b40963baa76a42a10c3c22176aaf84
f6993293d665e2f7b69c27ce0f09d2df4e889b0b
f0240670292086cb3b6fe523b1646dcfa4c71ddc
* Refactoring OCEL import/export
* c1379120480539f5578a52ce6d76effb4819b3c6
* centralized enabling/disabling of TQDM progress bar + Disabling progress bar in tests
* 08c2c16d17d2cbe26224662032a298f6b0a409a9
* avoiding the necessity of re-creating setup.py when new packages are added to pm4py
* a7dc86f7fd821b5dd229ff404b5afa3b5ad919b4
* disable IM fallthroughs in the simplified interface

Deprecated

Fixed
* 063a6d64bae61f1b54444e0b34ec0926b504aa34
* properly closing file objects in different pm4py importers/exporters (XES, PNML, PTML, ...)
* 35f13b65a0523f889748679fbe90cf2d041e1038
* fixing XES importing warnings in obtaining the resulting pd.DataFrame
* ef548ef18f514ad6ad0a32a104f380b322ab72e7
* fixing test/examples execution
* d1b39bde1b14f160c0fff42bdc6b172bb0ae760e
* fix Petri net serialization
* e51c5e1e084a7fd7d13cb8d1381f868435762cca
* fixing TBR diagnostics when the methods are called on pd.DataFrame

Removed

Other
* 49a472d002890b35e3f59ef93fd75f2e35455715
* storing stable pm4py Python requirements for the old Python 3.8

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Added
* 056d9e5714e2ad0a21fbcac0725ea4fb7aae260c
* encoding specification in pm4py.read and pm4py.write classes

Changed
* f81d62ad8dc8a76aabdf90763a8bd8b8e2ea2aa9
* fixed compatibility with Python 3.12 (removed deprecation warnings)

Deprecated

Fixed

Removed

Other


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Added
* 69e6692ff08868586f9d4d29c6b8e7dd6609c732
* rankdir option for simplified interface's visualizations (and fixing here and there support in main methods).

Changed
* 95bbaee94e177644ac12d526abbba0eafdf6eb00
* refactoring of the textual abstractions of the DFG and variants (split in two methods + provision of primary and
secondary performance metrics).
* 710b09619ebff74a0166e9518e2390289b0f686d
* refactoring OC-Petri nets discovery and visualization.

Deprecated

Fixed

Removed

Other

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Added
* 889f0531c0e307bfe56d933a294c61470a001e13
* POWL feature

Changed

Deprecated

Fixed
* 9105eb375cb2fee7d731862b3fe5bf1ce88d455c
* various bug fixes OCEL import
* 0c483e52b6ea41a4df8b83ad5e39e3c1e2dc5539
* bug fix OCEL 2.0

Removed

Other

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Added
* 6760518dea19334a21442200bef647e4c07f3636
* LLM abstraction of the temporal profile model
* 13d001c76e3de40786dce75e76e56a13a821173a
* set of event logs for fairness assessment (hospital, hiring, lending, renting)
* e3044278b3e7d984c7fdf9e39554cc4551332739
50f59379fb8f49bbe6eb1796c6664a6057225b95
* added OCEL filters:
* length of a connected components
* presence of at least an object of a given object type
* activity executed

Changed
* 84629e2ea342348e30aa04a7d41ad7b39159b400
* changed case-based text abstraction header text
* c3886beff7abc82db56c60835479f47a76e545d6
* refactored log_to_interval_tree methods in two methods
(log to intervals, and intervals to tree)
* added queue-related examples
* da3a12f615dba3c46793a2d9977dfca11dad85b0
* avoid annotation start/end edges in DFG with performance metrics
* 37fba9285cfde95309142e4404f9cfbcb2b9296c
* visualizations support nanoseconds granularity when needed
* afb6f6ba74c03f422ce8d8417f840f6eb6aa3a6e
* inductive miner - parameter to disable the computation of fall-throughs
and the strict sequence cut.
* 49e738a7aee6e05ecf0ec50cd6aaa4cd0668687d
* inductive miner - optimization in the computation of the transitive relations

Deprecated

Fixed
* 12c9d877e5fb27b709d06c21310ab32868c2ea74
* bug fix textual abstraction attributes LLM
* 3b9fb1ffc9646cf56a0b84a9b95dfdfd9b7fd565
* small fixes pre-existing Jupyter notebooks
* 17f1340cc8a1095e6cdd8a8d85b92a3800a1e7f9
* bug fix textual abstraction log skeleton
* 1217473888b97a00f34834b4746bb7f7e4744df3
* bug fix PuLP solver with extremely low weights
* badbff239cf8a703e7d05c1cc2fc6d51af8aa7d7
* bug fix WOFLAN when no basis vectors are identified
* f528509c6b5117aca6285686e78175dbcf4ba057
* fixed path to Graphviz.JS
* ca79aa9b9e51ba3a95665d5d53c8e5ab5028bf12
* minor fix TBR generalization parameters
* 57a30fb452a759bc71f707e67bf0f63118194b7f
* method to sample OCEL connected components is fixed
* 051d98cd0bfbf86419fe68f6cb0c1f139855cfdf
* fixed divergence from Github repo
* e0cbce6b90a16ef1e21edca45b83d69e1743674c
* fixed typo in OCPN discovery method
* 0af7368ce306678466df759ca15359c1e3901bcd
* fixed discover_petri_net_inductive multi_processing parameter
default value.
* 23aae39adf83f199a3b53533c45cbae4c7a9354e
* bug fixes OCEL feature extraction
* a3faf71ac4eddb22f1bc80a35c752b6b9d98df99
* bug fix direct conversion process tree -> BPMN (loops with several REDOs)
* fa242485e6c99dded04d1d9c10ee1ed81ea96252
* bug fix OCEL2.0 SQLite importer
* 0e1b0daad489eb8100cddd2105e6405862a184de
* fixed parameters in OCPN discovery

Removed
* bf5574a34a31b93024dd9feb54acc5cc475640bd
* change-of-mind on format_dataframe deprecation warning

Other
* 916ea3163119afe7aa0fc9f6c43624147d6c0f9f
* reference to published paper in OCEL feature extraction
* 549aa7c6766f1a51425a7a65673173c55d9731e9
* updated reference to PM4Py website
* 20ce84db4e195937c77280c950ff12083fc5833b
* example for log granularity change
* 0de0be4fa11183f034fbb61e936dee365bbdea4a
* example for the management of stochastic Petri nets
* 570df6c21a03e6ac37ba2d7c9af160e8b175a68f
* manual creation of the constraints of the log skeleton (example)
* 959a685696da725180be0675fd00aaede9bb17bd
* examples for LLM-based fairness
* 7a98fe6b943db9d2402a4b867e8f6a441cdde243
* docstring for OC-DFG discovery

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