Pm4py

Fixed

* c5fa9dee9bf7e4eed56785eadc423b59214d3df0
* compatibility with latest IPython API
* 616623b358d1e1a9aa789f43e2c8cf7670ee4d79
* clean-up in linear solver functionality
* bug fix in usage of PulP result vector

Removed

Deprecated

Changed

* 4616952ee5c184d35d26e986b298e1e586b38b3f
* minor refactoring of the alignment code
* 3477e5345068018fa6aa91e04b6da4184e4d3c94
* update of verions of package dependencies

Added

* cba7a2e574aa15709d0a2dda35f8a27da9200f42
* [beta release] simplified 'pythonic' method invocation (see examples/simplified_interface.py)
* ade44e6d78551c454b477f36cbe3248a5d4e6c8b
* added the 'correlation miner' to pm4py (https://is.tm.tue.nl/staff/rdijkman/papers/Pourmirza2017.pdf)
* 9564b54a7111916c7bc3d6f1e4c56f3829978efe
* add visualization of conformance checking results on process tree
* 988258a2c655d17201c5b1a7120d19ab5954dbe3
* added 'extensive' playout for process trees (for footprint comparison)

Other

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Fixed

* a31467a560b940a2cb426751e032b4ea79bbb29f
* add cast to Event class in event conversion
* 0febe4eda5772685498da2d79d144effdf61ce20
* fix in alpha miner; conflict check yielded self-loops in some cases

Removed

Deprecated

Changed

Added

Other

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Fixed

* 844459e366e77ebf88a8d01728064048d71a3e6f
* remove pyemd from requirements as it requires a full C studio installation; can be installed and used *
optionally*

Removed

Deprecated

Changed

Added

Other

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Fixed

* 6cdf4483548027420b0a54c681a3ecfd515ab8f3
* bug fix for de/recomposition approach to handle duplicated labels
* 58149e7f085bbedb47e31d58d10e37d686e46a72
* small fix in importing of parquet files
* b08675fe8c03207c4701d2eb8b91c234e3ddbe1b
* fix in IMdf; the noise threshold was overridden before
* 772ea5d5af9ab2fa3a424b91670d81487ab2667b
* minor fix for timestamps that end with symbol 'Z' (Zero timestamp)
* 1e13cbdb011dff175850c4c665283bf60e0db84c
* fix Scipy dependency for tree generator

Removed

Deprecated

Changed

* 921328cd06d8870ecaa601d53cfde30a6015aec7
* parameterize simplicity metric to use a given 'K' for reference
* 8403093c3e18c1493f4fd72bc83914dadb03e4c2
* change the color scheme for net comparison

Added

* 143f60a0b4fb265ba5e9d997efddf8f8d66458c3
* add support for process tree importing (.ptml files)
* 4b9132f2835f574d9e7e5af113e5fc96bd821ccf
* add new A* version that encodes the states of the state-space differently (up to 10% memory reduction)
* 93e6e84c4ea78afc562f4ba6cee42de8718eb4cb
* add 'stochastic' playout, i.e., use token-based replay on a given log to guide the playout of a given Petri net
* 107797c5d1be1d742e6522a14231f4f9fce1cb38
* add EMD-based process model evaluation ('Earth Mover's Distance' between log/model)
* 1e02596bc90b6fc22a8c89e80567bdddc2c8f1b7
* add process tree based footprint computation

Other

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Fixed

Removed

Deprecated

Changed

* f05ba60e2faa28b2f2e2d7ef65e0ac415ae298e8
* improved memory performance of Dijkstra-based alignments, restriction of model-move scheduling is applied (only
one of many is chosen)
* eaed442d10a5b4c9eead3966cef473e2c3f0d61b
* improved efficiency of reachability graph computation

Added

* a42d0f087c94cb9e7914532f7ae0228af3a7f9ce
* add 'extensive' playout, which allows to generate all traces in the language of a model up-to a given length.
* eaed442d10a5b4c9eead3966cef473e2c3f0d61b
* added footprint-based conformance checking

Other

* b99da02411259897f1df52f9a9a62153228dab8a
* PuLP<=2.1 is forced (for now, due to excessive console output of v2.2.)
* new version of Pyvis requires additional dependencies (Apache, BSD, MIT licenses), which are now specified

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Fixed

* 1278713e2209d7b1e2287afbd9d80097db028617
* minor fixes in (to-be-deprecated) Parquet importer and exporter

Removed

Deprecated

Changed

* 59630ed8456d9e7842e05fee4c53ff1a3d1389a0
* improved memory performance of Dijkstra-based alignments

Added

Other

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