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Python Script to proccess Event Logs with pm4py #1
Description
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
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i #1 added comments to name .png file
i #1 Created Python Notebook with example
i #1 Deleted script and changed notebook name
i #1 added examples section and more models
connorn-dev commentedon Apr 30, 2025
@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
i #1 Changed comment
i #1 Revised Notebook and Refactored API
connorn-dev commentedon May 2, 2025
@carlosparadis , I commited the refactored Python notebook and implemented the changes you requested here.
i #1 corrected paths and imports
carlosparadis commentedon May 6, 2025
@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 commentedon May 7, 2025
Implemented everything covered, only thing would be a conformance score for a future issue.
i #1 Updated env and finalized file paths
i #1 full env added
i #1 Finalized working env, fixed typo