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# Natural Language Toolkit: Semantic Interpretation
#
# Author: Ewan Klein <[email protected]>
#
# Copyright (C) 2001-2023 NLTK Project
# URL: <https://www.nltk.org/>
# For license information, see LICENSE.TXT
from nltk.sem.logic import (
AllExpression,
AndExpression,
ApplicationExpression,
EqualityExpression,
ExistsExpression,
IffExpression,
ImpExpression,
NegatedExpression,
OrExpression,
VariableExpression,
skolem_function,
unique_variable,
)
def skolemize(expression, univ_scope=None, used_variables=None):
"""
Skolemize the expression and convert to conjunctive normal form (CNF)
"""
if univ_scope is None:
univ_scope = set()
if used_variables is None:
used_variables = set()
if isinstance(expression, AllExpression):
term = skolemize(
expression.term,
univ_scope | {expression.variable},
used_variables | {expression.variable},
)
return term.replace(
expression.variable,
VariableExpression(unique_variable(ignore=used_variables)),
)
elif isinstance(expression, AndExpression):
return skolemize(expression.first, univ_scope, used_variables) & skolemize(
expression.second, univ_scope, used_variables
)
elif isinstance(expression, OrExpression):
return to_cnf(
skolemize(expression.first, univ_scope, used_variables),
skolemize(expression.second, univ_scope, used_variables),
)
elif isinstance(expression, ImpExpression):
return to_cnf(
skolemize(-expression.first, univ_scope, used_variables),
skolemize(expression.second, univ_scope, used_variables),
)
elif isinstance(expression, IffExpression):
return to_cnf(
skolemize(-expression.first, univ_scope, used_variables),
skolemize(expression.second, univ_scope, used_variables),
) & to_cnf(
skolemize(expression.first, univ_scope, used_variables),
skolemize(-expression.second, univ_scope, used_variables),
)
elif isinstance(expression, EqualityExpression):
return expression
elif isinstance(expression, NegatedExpression):
negated = expression.term
if isinstance(negated, AllExpression):
term = skolemize(
-negated.term, univ_scope, used_variables | {negated.variable}
)
if univ_scope:
return term.replace(negated.variable, skolem_function(univ_scope))
else:
skolem_constant = VariableExpression(
unique_variable(ignore=used_variables)
)
return term.replace(negated.variable, skolem_constant)
elif isinstance(negated, AndExpression):
return to_cnf(
skolemize(-negated.first, univ_scope, used_variables),
skolemize(-negated.second, univ_scope, used_variables),
)
elif isinstance(negated, OrExpression):
return skolemize(-negated.first, univ_scope, used_variables) & skolemize(
-negated.second, univ_scope, used_variables
)
elif isinstance(negated, ImpExpression):
return skolemize(negated.first, univ_scope, used_variables) & skolemize(
-negated.second, univ_scope, used_variables
)
elif isinstance(negated, IffExpression):
return to_cnf(
skolemize(-negated.first, univ_scope, used_variables),
skolemize(-negated.second, univ_scope, used_variables),
) & to_cnf(
skolemize(negated.first, univ_scope, used_variables),
skolemize(negated.second, univ_scope, used_variables),
)
elif isinstance(negated, EqualityExpression):
return expression
elif isinstance(negated, NegatedExpression):
return skolemize(negated.term, univ_scope, used_variables)
elif isinstance(negated, ExistsExpression):
term = skolemize(
-negated.term,
univ_scope | {negated.variable},
used_variables | {negated.variable},
)
return term.replace(
negated.variable,
VariableExpression(unique_variable(ignore=used_variables)),
)
elif isinstance(negated, ApplicationExpression):
return expression
else:
raise Exception("'%s' cannot be skolemized" % expression)
elif isinstance(expression, ExistsExpression):
term = skolemize(
expression.term, univ_scope, used_variables | {expression.variable}
)
if univ_scope:
return term.replace(expression.variable, skolem_function(univ_scope))
else:
skolem_constant = VariableExpression(unique_variable(ignore=used_variables))
return term.replace(expression.variable, skolem_constant)
elif isinstance(expression, ApplicationExpression):
return expression
else:
raise Exception("'%s' cannot be skolemized" % expression)
def to_cnf(first, second):
"""
Convert this split disjunction to conjunctive normal form (CNF)
"""
if isinstance(first, AndExpression):
r_first = to_cnf(first.first, second)
r_second = to_cnf(first.second, second)
return r_first & r_second
elif isinstance(second, AndExpression):
r_first = to_cnf(first, second.first)
r_second = to_cnf(first, second.second)
return r_first & r_second
else:
return first | second
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