Pm4py

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

---

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

---

Added

Changed
* a18ed64b90881e15d3ce561dcd7ecc0a56fe5039
* refactor default XES importer variant specification
* b0d6fbd1c5c23506fb3648511326e83a3c3f89fe
* refactor default alignments variant specification
* 0b7489571184096bacd195dd824af7c88a57c551
* refactoring examples (default image format specification)
* de7ab79e285ed5aeb4f4b447fd7f8f1eabb9669c
d6ef339b32c2e8439815ea589dab1bc0a9e5c851
* refactoring unit tests entrypoint
* 47407dfdba5976abb78559072905745eb5d37e92
51993c9a2282f0096e113dfc76b76b46b608bd33
28f891287d0d61280fb745854c30dc7c301a4c36
* small changes OCEL to NetworkX conversion

Deprecated

Fixed
* e74700dd9d8b965f7cfdb355d03cd582f8da4b2b
* fixed POWL objects conversion
* e56444ad44a94ece5bd239983165d0754b15a713
7205aeaa94ad885a9271c359780aa9fac00dee39
* bug fix JSON-OCEL(2.0) importer/exporter

Removed

Other
* 911d5f8630504c3234b716713a58498ead38d2bb
* converting back NX DiGraph to OCEL/EventLog

---

Added
* d06e2d36558e600208e182f096f07ea86923c1c4
* RUSTXES importer variant
* 7026be7476ed34c138b1046781847cdd9e104715
* POWL discovery and visualization in the simplified interface
* 40cd57230a5b0a9fd7821c71cbc2a17b0608e962
* POWL parser from model string

Changed
* 3f45baf9c0730d90ab35bce4d715b67306b24168
* artificial start/end activity symbols specification in the simplified interface
* 215d6a67065074fb516b397a6b9e018cb41cf114
* ocel_to_nx is now OCEL 2.0 compliant

Deprecated

Fixed
* 2e5d06da05e8e961b3f99a0194bd8bf072ce1e32
* fixed rebase with timestamp format specification
* 753202cee239e62e47a29fd1bc8658f8f36a39d1
* removed warnings (deprecation) in tests execution
* a209f0df4c16812ac1109150046357c625253106
* unneeded workaround in managing datetimes inside Pandas
* be4b724582512a8bea207252d565b0ee62715f55
* PNML importer now returns correctly the parsed stochastic map
* d587e49961dd9b3db76205da5ce9a9fee893dd79
* dropping newlines in process tree parsing

Removed

Other
* 6e3b855c30479d2311458f9732732fc30a248270
* changed execute_tests.py format
* c62f6fd480b67e466e4c906927413b9f2c87aff4
* in tests and examples, provide possibility to try with different Pandas backends
* 5424eb9ed576a1ef4f0485ce186b0300bf1ace03
* example to locate the features for a specific case using pm4py.extract_features_dataframe
* f72e73285e6309df1d5413b4afa7c821facae2e7
* help desk log

---

Added

Changed
* d219db5ece5ce68239b217072bf04ac576ded062
* refactoring DFG utility to also output
variant-specific paths statistics on request
* 86cbdb103410a692c15e35a1723f7107e573656e
* removing unused imports throughout the code
* c37cdd31bfbd5742d769fa7a00cea2615e679e2e
* increased test coverage by testing also the old EventLog methods

Deprecated

Fixed

Removed

Other
* 26ee9d9311f353327184f3f4b91378a1aa2cdc9d
* dependencies sheet script


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