Pm4py

Added

Changed

Deprecated

Fixed
* e3b8172e4c005dcb633c9018b9b9439d84580f7b
* fixing random variables support
* bb759da149b434d0e279256c8c6d397b06079729
* fixing sampling

Removed

Other

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Added
* 0fcb1dc2939db30b7129f62bda0d235bd5242428
* improved string representation of hierarchical models
* 0b0d09226574916c5d33c000cbc2a4ffa0a13e7a
b56ff781c99ce3126c1ec45d502c16d1c2f3b0b6
* BPMN layouting in the frontend
* b39a7326faf2afb55b8880ce420cdda4a03ffa5c
* activity split filter (Pandas dataframes)
* 6a7cfeaa06d405591d13b6055bf890b8b4a6b3b9
* float dtype and padding in log_to_target transformaiton methods

Changed
* 56799b618ad1ab727705e24f40aa13a793552326
* refactoring BPMN-GraphViz visualization method
* c56bd55b83133d231f37ac8c89190efb440bb826
* moving hierarchical models indentation to separate class
* d865660c5370640b4c5c013239f6940f145d9e93
* refactoring log-to-OCEL

Deprecated

Fixed
* c2278110acbbbf36e8fe5055e0b76f867e833da4
* bug fix POWL package
* d36d0d2ff8133bc979638b7f3405f96225e06ced
* bug fix discover_dfg_clean
* 64ce3341d40c073f274bdda9842fd92a0798a33f
* fixed typing of get_variants method
* ffd0761e8f5490382b33de4fa8187f1ed80ce802
* fixed stochastic Petri net PNML importing
* c9654d8089c5aa0e930ee932b222cc09be25d8a5
* fixed typing of pm4py.filter-variants
* 8475c194929f74bf4e402b24c637299d8c28042a
* fixed export of multi-swimlanes BPMNs
* d32e236cc99ec1b5de198466fe0966752adeb805
* fixed incongruency in BPMN visualizer
* b40821da2612ae1921aec30da2333dc4e1151f1a
* fixed exception handling in OpenAI requests
* e8f0b84bc7de65f090e0e96799486acaaad7572f
* fixed incongruency between filter on EventLog
* 771cfcd6f2321a9106781e15c97895b26d5acbf3
* fixing behavior of between filter when act1 == act2
* e1c84d7f6d6425f40a23ea3c539a0c110c331a3c
* ensuring float return for feature extraction methods in pm4py
* 1b5a2932a60131f648ae476e6b97230c241f5d6e
* fixing POWL visualization image importing

Removed

Other
* c4d24d54013e2a18856af840ffbad7c76e86c371
81fa8017fbd25352fd87961bc4dcc1406c4e0dda
* Process tree to POWL utility

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Added
* f5316b9e856e16a0a7a25c27f11b73546654c4e9
* methods for simplicity and generalization in the simplified interface
* c874ba919de25a2a0a69bc1adb324a25484ddc07
* key/mouse events logger for Windows with screenshots recording

Changed
* 1c93795884140f27d5eae5d2eade1823c93a92d2
* refactoring Scikit-Learn usage throughout the project
* bd1ac4fd04019b3022bfff55553e590aefbd21cb
* refactoring NetworkX usage throughout the project

Deprecated

Fixed
* 25ca20af830df69a983c6fd53bb2e456ccc11c25
* removed circular dependency on pm4py.util
* 0da8c5f04f89dab8b9f5a3d31d8f5beb927e71d4
* fixing OCEL 2.0 support
* 7b2c8ffee70c94c1acce7c28a7b366d5ed95bb6b
* fixing TBR diagnostics computation

Removed

Other


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Added

Changed
* ab48f194ed0bbcd864683d313285e0db6a3ae570
* refactoring DECLARE discovery
* ba3dd14250f3b713c495833d1ed16d42efb74c7a
* moved LLM descriptions to separate methods

Deprecated

Fixed
* 99efc597545a1f0f717c90303db8ca3825062e63
* bug fix DECLARE discovery
* 4e3cedf1dfdaa70da1e381930812676afc103b22
* additional PNGs for POWL visualization

Removed

Other
* 73edc01f9e7d986d72dc90b88fe92c5265a5d09b
* utility to convert live event stream to static event stream
* 8ba3e4868b4da409f46559abbb716256517712ee
* annotating the SearchTuple alignments class with the description of its properties
* 847cf991df054edf81e2b13b70b0e6679a9a15ca
* check if get_best_worst_cost calculation is always needed

---

Added
* efff63955c1dfd3a3c04c6bf5aecc53042da3b4c
9ec7578c95d78f91c6c8fcb906f979b6e8680b10
* description of POWL and process tree models

Changed
* 3173effdb98dfe37ca3b6770d55aadbbd61b6b7c
a48390b8be4495177d2e641fc6ae6e868f3544cb
95853c91ed0c9dbba61fecedac2fd98c793b6933
864052795e24494023a8b0c76c342db7c8a9305c
abd315e4c37701dbbf540726496dfb45b3625992
979cc906c9da648face900141be5f355821ffe61
4feb5c2000ce82df38294ff3459a25e358d2e69e
b13ea6458bbea9cc4099109cc28978aa2513a394
293c282dd8a90eb89273f2f8b98b1279b6e46051
c672a770bb1a7c58dee0f4f509a93126d0a6f11f
5545895f299599799222ce90ff7b446caaf9e3bf
6328037090236e6640a4efa51011e19001a5d300
ef3de4c7b7803d80b8599d84426badca0c7dfc5d
* major refactoring pm4py
* 8f494f541b5337ae6abc152afea9b6f09b81fef9
691aa7d31ae401b16058220a656ffee89fc30eff
6366dcb3bc08859d4f435b8ad44bdb38c515361d
* refactoring OpenAI connector
* 376996620052fc23586edc393c73a43288e64164
* refactoring POWL class and methods

Deprecated

Fixed
* 093637828f08618f2d149145dc1740cc2b631ecd
* fixed BPMN 2.0 exporting (according to the specification)

Removed

Other
* f6d15493110e613321214fbf4465fc561e42a698
* method to project DFG/edit distance alignments on log

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Added
* e5bb3b43b47217128763157c9e64ba6b39b1672f
* OCEL event types-to-object types visualizer
* be7e28440da6f69bfdad43b724931277f04efdbc
* NetworkX visualization utility
* a17bb8e103b3ee46e46bef17885149070bf7e048
* Context-based activity label splitting approach (BPM 2023)
* 6583504c6056c43868fe1158744fcc7655270dec
* Filtering on trace segments
* 9dedaba837e561640a122e50927f7f5b13d4a334
* Utility to get frequent trace segments
* 19c53e1fcf06c0566a3c697aec37f13345365d04
* Utility for the computation of service times

Changed
* fb0d9fb049f128bd979c962db54e3a305ecf5f09
* Refactoring Pandas calls in pm4py
* 36e19d3f48dabf03509cf87ae6508c0576b089b4
c38d10574587a3efa21d521f25de40e5ade4409b
* adapt openai calls to v1 migration

Deprecated

Fixed

Removed

Other
* 19c53e1fcf06c0566a3c697aec37f13345365d04
* refactored 'sojourn time' mis-spelling to 'service time' throughout the project

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