The source code and dockerfile for the GSW2024 AI Lab.
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import pytest
import pycarl
from configurations import PackageSelector
parameters = [(pycarl.gmp, pycarl.convert.gmp_converter)]
names = ["gmp_converter"]
if pycarl.has_cln():
parameters.append((pycarl.cln, pycarl.convert.cln_converter))
names.append("cln_converter")
@pytest.mark.parametrize("convert_package,converter", parameters, ids=names)
class TestConvertExplicit(PackageSelector):
def test_convert_integer(self, package, convert_package, converter):
original = package.Integer(-4)
assert isinstance(original, package.Integer)
converted = converter.convert_integer(original)
assert isinstance(converted, convert_package.Integer)
def test_convert_rational(self, package, convert_package, converter):
original = package.Rational(package.Integer(-1), package.Integer(2))
assert isinstance(original, package.Rational)
converted = converter.convert_rational(original)
assert isinstance(converted, convert_package.Rational)
def test_convert_term(self, package, convert_package, converter):
pycarl.clear_pools()
var = pycarl.Variable("n")
rational = package.Integer(2) / package.Integer(5)
monomial = pycarl.create_monomial(var, 2)
original = package.Term(rational, monomial)
assert isinstance(original, package.Term)
converted = converter.convert_term(original)
assert isinstance(converted, convert_package.Term)
def test_convert_polynomial(self, package, convert_package, converter):
pycarl.clear_pools()
var1 = pycarl.Variable("n")
var2 = pycarl.Variable("o")
original = package.Polynomial(4) * var1 * var2 + var1 * var1 + package.Integer(2)
assert isinstance(original, package.Polynomial)
converted = converter.convert_polynomial(original)
assert isinstance(converted, convert_package.Polynomial)
def test_convert_rational_function(self, package, convert_package, converter):
pycarl.clear_pools()
var1 = pycarl.Variable("x")
var2 = pycarl.Variable("y")
pol1 = var1 * var1 + package.Integer(2)
pol2 = var2 + package.Integer(1)
original = package.RationalFunction(pol1, pol2)
assert isinstance(original, package.RationalFunction)
converted = converter.convert_rational_function(original)
assert isinstance(converted, convert_package.RationalFunction)
def test_convert_constant_factorized_polynomial(self, package, convert_package, converter):
original = package.FactorizedPolynomial(3)
assert isinstance(original, package.FactorizedPolynomial)
converted = converter.convert_factorized_polynomial(original)
assert isinstance(converted, convert_package.FactorizedPolynomial)
def test_convert_factorized_polynomial(self, package, convert_package, converter):
pycarl.clear_pools()
var1 = pycarl.Variable("a")
var2 = pycarl.Variable("b")
pol1 = package.create_factorized_polynomial(package.Polynomial(4) * (var2 + package.Integer(-2)))
pol2 = package.create_factorized_polynomial(package.Polynomial(var2) - 2)
pol3 = package.create_factorized_polynomial(package.Polynomial(2) * var1)
original = pol1 * pol2 * pol3
assert isinstance(original, package.FactorizedPolynomial)
converted = converter.convert_factorized_polynomial(original)
assert isinstance(converted, convert_package.FactorizedPolynomial)
assert len(converted.factorization()) == len(original.factorization())
def test_convert_factorized_rational_function(self, package, convert_package, converter):
pycarl.clear_pools()
var1 = pycarl.Variable("a")
var2 = pycarl.Variable("b")
pol1 = package.create_factorized_polynomial(package.Polynomial(4) * (var2 + package.Integer(-2)))
pol2 = package.create_factorized_polynomial(package.Polynomial(var2) - 2)
pol3 = package.create_factorized_polynomial(package.Polynomial(2) * var1)
original = package.FactorizedRationalFunction(pol1 * pol2, pol2 * pol3)
assert isinstance(original, package.FactorizedRationalFunction)
converted = converter.convert_factorized_rational_function(original)
assert isinstance(converted, convert_package.FactorizedRationalFunction)
assert len(converted.numerator.factorization()) == len(original.numerator.factorization())
assert len(converted.denominator.factorization()) == len(original.denominator.factorization())
def test_convert_constraint(self, package, convert_package, converter):
pycarl.clear_pools()
var1 = pycarl.Variable("a")
pol1 = package.Polynomial(2) * var1 * var1 + var1 + package.Integer(4)
original = package.formula.Constraint(pol1, pycarl.formula.Relation.GREATER)
assert isinstance(original, package.formula.Constraint)
converted = converter.convert_constraint(original)
assert isinstance(converted, convert_package.formula.Constraint)
assert converted.relation == original.relation