gaetanserre / formal-language-algorithms

Algorithms for formal language written with Python 3 with nltk

Formal Language Algorithms

Algorithms for formal language written with Python 3 with nltk

Requirements

• nltk

Run pip3 install -r requirements.txt

Usage

Run python3 grammar_algos.py -f [path of the file containing the grammar] and follow instructions on the terminal

Algorithms implemented

• CYK algorithm

• First algorithm (for an LL parser)

• Follow algorithm (for an LL parser)

• LL parser

Template of grammar

1.

E -> T EP
EP -> '+' T EP | 'ε'
T -> F TP
TP -> '*' F TP | 'ε'
F -> '(' E ')' | 'id'

Output for First algorithm:

The First sets for this grammar are: 
First(E) = {(, id}
First(EP) = {ε, +}
First(T) = {(, id}
First(TP) = {ε, *}
First(F) = {(, id}

Output for Follow algorithm:

The Follow sets for this grammar are: 
Follow(E) = {$, )}
Follow(EP) = {$, )}
Follow(T) = {$, ), +}
Follow(TP) = {$, ), +}
Follow(F) = {$, ), *, +}

Output for LL parser (need to be revised):

The LL table for this grammar is: 
LL(E, '$') = {}   LL(E, '+') = {}   LL(E, '*') = {}   LL(E, '(') = {E -> T EP}   LL(E, ')') = {}   LL(E, 'id') = {E -> T EP}   
LL(EP, '$') = {EP -> 'ε'}   LL(EP, '+') = {EP -> '+' T EP}   LL(EP, '*') = {}   LL(EP, '(') = {}   LL(EP, ')') = {EP -> 'ε'}   LL(EP, 'id') = {}   
LL(T, '$') = {}   LL(T, '+') = {}   LL(T, '*') = {}   LL(T, '(') = {T -> F TP}   LL(T, ')') = {}   LL(T, 'id') = {T -> F TP}   
LL(TP, '$') = {TP -> 'ε'}   LL(TP, '+') = {TP -> 'ε'}   LL(TP, '*') = {TP -> '*' F TP}   LL(TP, '(') = {}   LL(TP, ')') = {TP -> 'ε'}   LL(TP, 'id') = {}   
LL(F, '$') = {}   LL(F, '+') = {}   LL(F, '*') = {}   LL(F, '(') = {F -> '(' E ')'}   LL(F, ')') = {}   LL(F, 'id') = {F -> 'id'} 

2.

S -> NP VP
PP -> P NP
NP -> Det N | NP PP
VP -> V NP | VP PP
Det -> 'the'
N -> 'kids' | 'box' | 'floor'
V -> 'opened'
P -> 'on'

Output for CYK algorithm with the word "the kids opened the box on the floor":

CYK algorithm for 'the kids opened the box on the floor' :

[[Det], [NP], 'ø', 'ø', [S], 'ø', 'ø', [S]]
['ø', [N], 'ø', 'ø', 'ø', 'ø', 'ø', 'ø']
['ø', 'ø', [V], 'ø', [VP], 'ø', 'ø', [VP]]
['ø', 'ø', 'ø', [Det], [NP], 'ø', 'ø', [NP]]
['ø', 'ø', 'ø', 'ø', [N], 'ø', 'ø', 'ø']
['ø', 'ø', 'ø', 'ø', 'ø', [P], 'ø', [PP]]
['ø', 'ø', 'ø', 'ø', 'ø', 'ø', [Det], [NP]]
['ø', 'ø', 'ø', 'ø', 'ø', 'ø', 'ø', [N]]
'the kids opened the box on the floor' is in the grammar