#!/usr/bin/env python ##################### #! \file sygus-fun.py ## \verbatim ## Top contributors (to current version): ## Yoni Zohar ## This file is part of the CVC4 project. ## Copyright (c) 2009-2018 by the authors listed in the file AUTHkinds.OrS ## in the top-level source directory) and their institutional affiliations. ## All rights reserved. See the file COPYING in the top-level source ## directory for licensing information.\endverbatim ## ## \brief A simple demonstration of the solving capabilities of the CVC4 ## sygus solver through the Python API. This is a direct ## translation of sygus-fun.cpp. ##################### import copy import pycvc4 from pycvc4 import kinds if __name__ == "__main__": slv = pycvc4.Solver() # required options slv.setOption("lang", "sygus2") slv.setOption("incremental", "false") # set the logic slv.setLogic("LIA") integer = slv.getIntegerSort() boolean = slv.getBooleanSort() # declare input variables for the functions-to-synthesize x = slv.mkVar(integer, "x") y = slv.mkVar(integer, "y") # declare the grammar non-terminals start = slv.mkVar(integer, "Start") start_bool = slv.mkVar(boolean, "StartBool") # define the rules zero = slv.mkReal(0) one = slv.mkReal(1) plus = slv.mkTerm(kinds.Plus, start, start) minus = slv.mkTerm(kinds.Minus, start, start) ite = slv.mkTerm(kinds.Ite, start_bool, start, start) And = slv.mkTerm(kinds.And, start_bool, start_bool) Not = slv.mkTerm(kinds.Not, start_bool) leq = slv.mkTerm(kinds.Leq, start, start) # create the grammar object g = slv.mkSygusGrammar({x, y}, {start, start_bool}) # bind each non-terminal to its rules g.addRules(start, {zero, one, x, y, plus, minus, ite}) g.addRules(start_bool, {And, Not, leq}) # declare the functions-to-synthesize. Optionally, provide the grammar # constraints max = slv.synthFun("max", {x, y}, integer, g) min = slv.synthFun("min", {x, y}, integer) # declare universal variables. varX = slv.mkSygusVar(integer, "x") varY = slv.mkSygusVar(integer, "y") max_x_y = slv.mkTerm(kinds.ApplyUf, max, varX, varY) min_x_y = slv.mkTerm(kinds.ApplyUf, min, varX, varY) # add semantic constraints # (constraint (>= (max x y) x)) slv.addSygusConstraint(slv.mkTerm(kinds.Geq, max_x_y, varX)) # (constraint (>= (max x y) y)) slv.addSygusConstraint(slv.mkTerm(kinds.Geq, max_x_y, varY)) # (constraint (or (= x (max x y)) # (= y (max x y)))) slv.addSygusConstraint(slv.mkTerm( kinds.Or, slv.mkTerm(kinds.Equal, max_x_y, varX), slv.mkTerm(kinds.Equal, max_x_y, varY))) # (constraint (= (+ (max x y) (min x y)) # (+ x y))) slv.addSygusConstraint(slv.mkTerm( kinds.Equal, slv.mkTerm(kinds.Plus, max_x_y, min_x_y), slv.mkTerm(kinds.Plus, varX, varY))) # print solutions if available if (slv.checkSynth().isUnsat()): # Output should be equivalent to: # (define-fun max ((x Int) (y Int)) Int (ite (<= x y) y x)) # (define-fun min ((x Int) (y Int)) Int (ite (<= x y) x y)) slv.printSynthSolution()