Python Script to proccess Event Logs with pm4py

[connorn-dev]

Summary

Create a script to read event logs in .csv format. Using pm4py implement process mining techniques (finding start/end activities, tree discovery, graph construction, etc).

Task List

• Import CSVs
• Generate Graphs
• Export graphs to file

Function Signatures

start_end_activities() // Finds the start and end activities of the events with the given csv path
generate_tree_inductive() // Generates tree structure of event logs
generate_graph_inductive() // Generates graph of event logs
generate_performance_graph_dfg() // Generate performance DFG
generate_count_graph_dfg() // Generate count DFG
generate_petri_net_inductive() // Generate Petri Net

Helper functions in csv_generator.py and io.py

References

PM4PY Github
PM4PY Documentation

[connorn-dev]

@carlosparadis , attached is the current pdocs. I still am revising the notebook and a little of the API so it will change slightly.

docs.zip

[connorn-dev]

@carlosparadis , I commited the refactored Python notebook and implemented the changes you requested here.

[carlosparadis]

@connorn-dev can you update the issue specification here? Did you implement everything? Anything you didn't get the chance to cover? The pdoc looks great!

[connorn-dev]

Implemented everything covered, only thing would be a conformance score for a future issue.