Python library for converting binary decision diagrams to automata.
Project description
bdd2dfa
A simple python wrapper around Binary Decision Diagrams (BDDs) to interpret them as Deterministic Finite Automata (DFAs).
The package takes as input a BDD from the dd
package
and returns a DFA from the dfa
package.
Formally, the resulting DFA
objects are quasi-reduced BDDs (QDDs)
where the label of non-leaf states in the original BDD is None
and
all leaves self loop.
Table of Contents
Installation
If you just need to use bdd2dfa
, you can just run:
$ pip install bdd2dfa
For developers, note that this project uses the poetry python package/dependency management tool. Please familarize yourself with it and then run:
$ poetry install
Usage
# Create BDD
from dd import BDD
manager.declare('x', 'y', 'z')
x, y, z = map(manager.var, 'xyz')
bexpr = x & y & z
# Convert to DFA
from bdd2dfa import to_dfa
dfa = to_dfa(bexpr)
assert len(dfa.states()) == 7
assert dfa.label([1, 1, 1, 1]) # BDD rejects.
assert not dfa.label([0, 1, 1, 1]) # BDD accepts.
assert dfa.label([1, 1]) is None # Non-leaf node.
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