'Static dataflow graph generator for Python?
I've been struggling for quite some time to find a static dataflow graph generator for Python.
This is my ideal:
Given a small python script example.py, (written in Python3), return some representation of the data flow graph.
I was able to achieve this result using IBM's pyflowgraph, https://github.com/IBM/pyflowgraph which outputs data in graph.ml format, unfortunately this package only performs dynamic analysis.
I'm wondering if anyone knows of a DFG tool that could do this type of static dataflow analysis for Python?
Solution 1:[1]
I just found this open source project focused on dataflow analysis for Python. Check it out! https://github.com/SMAT-Lab/Scalpel/
It's made in Python too; haven't used it, but looks very interesting!
This is the pre-print of their paper: https://arxiv.org/pdf/2202.11840.pdf
Sources
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Source: Stack Overflow
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