Examples with Context com.sri.ai.grinder.api.Context used on opensource projects

Example 1 with Context

use of com.sri.ai.grinder.api.Context in project aic-expresso by aic-sri-international.

the class RandomConditionalExpressionGenerator method main.

public static void main(String[] args) {
    Random random = new Random();
    TheoryTestingSupport theoryTestingSupport = TheoryTestingSupport.make(new Random(), new DifferenceArithmeticTheory(true, true));
    for (int numberOfVariables = 3; numberOfVariables != 5; numberOfVariables++) {
        Map<String, Type> variableNamesAndTypes = map();
        Type integerInterval = new IntegerInterval(0, 100);
        for (int v = 0; v != numberOfVariables; v++) {
            variableNamesAndTypes.put("v" + v, integerInterval);
        }
        theoryTestingSupport.setVariableNamesAndTypesForTesting(variableNamesAndTypes);
        Context context = theoryTestingSupport.makeContextWithTestingInformation();
        RandomConditionalExpressionGenerator generator = new RandomConditionalExpressionGenerator(theoryTestingSupport, 4, () -> makeSymbol(random.nextDouble()), context);
        System.out.println();
        System.out.println();
        for (Map.Entry<String, Type> variableNameAndType : variableNamesAndTypes.entrySet()) {
            Type type = variableNameAndType.getValue();
            IntegerInterval interval = (IntegerInterval) type;
            System.out.println("random " + variableNameAndType.getKey() + ": " + interval.getNonStrictLowerBound() + ".." + interval.getNonStrictUpperBound() + ";");
        }
        for (int i = 0; i != 5; i++) {
            Expression output = generator.apply();
            System.out.println(output + ";");
        }
    }
}

Example 2 with Context

use of com.sri.ai.grinder.api.Context in project aic-expresso by aic-sri-international.

the class SGDPLLTTester method testSingleVariableConstraints.

/**
 * Given a theory and a number <code>n</code> of single-variable constraint tests,
 * generates <code>n</code> formulas in the theory
 * and see if those detected as unsatisfiable by the corresponding solver
 * are indeed unsatisfiable (checked by brute force).
 * Throws an {@link Error} with the failure description if a test fails.
 * @param theoryTestingSupport
 * @param numberOfTests
 * @param maxNumberOfLiterals
 * @param outputCount
 */
public static void testSingleVariableConstraints(boolean testAgainstBruteForce, TheoryTestingSupport theoryTestingSupport, long numberOfTests, int maxNumberOfLiterals, boolean outputCount) {
    Context context = theoryTestingSupport.makeContextWithTestingInformation();
    NullaryFunction<Constraint> makeInitialConstraint = () -> theoryTestingSupport.getTheory().makeSingleVariableConstraint(parse(theoryTestingSupport.pickTestingVariableAtRandom()), context);
    Function<Constraint, Expression> makeRandomLiteral = c -> theoryTestingSupport.makeRandomLiteralOn(((SingleVariableConstraint) c).getVariable().toString(), context);
    boolean isComplete = theoryTestingSupport.getTheory().singleVariableConstraintIsCompleteWithRespectToItsVariable();
    TestRunner tester = isComplete ? SGDPLLTTester::testCompleteSatisfiability : SGDPLLTTester::testIncompleteSatisfiability;
    String problemName = (isComplete ? "complete" : "incomplete") + " satisfiability for single-variable constraints";
    runTesterGivenOnSuccessiveConjunctionsOfLiterals(problemName, tester, numberOfTests, maxNumberOfLiterals, testAgainstBruteForce, theoryTestingSupport, makeInitialConstraint, makeRandomLiteral, outputCount, context);
}

Example 3 with Context

use of com.sri.ai.grinder.api.Context in project aic-expresso by aic-sri-international.

the class SGDPLLTTester method runModelCountingTestForSingleVariableConstraint.

private static void runModelCountingTestForSingleVariableConstraint(Expression variable, Collection<Expression> literals, Constraint constraint, boolean testAgainstBruteForce, Theory theory, Context context) {
    Expression literalsConjunction = And.make(literals);
    String problemDescription = "model counting of " + literalsConjunction + " for variable " + variable;
    output("Problem: " + problemDescription);
    Simplifier symbolicSolver = (e, p) -> computeModelCountBySolver((SingleVariableConstraint) e, p);
    SingleVariableConstraint singleVariableConstraint = (SingleVariableConstraint) constraint;
    Expression symbolicSolution = symbolicSolver.apply(singleVariableConstraint, context);
    if (Util.thereExists(new SubExpressionsDepthFirstIterator(symbolicSolution), e -> e instanceof QuantifiedExpression || Sets.isIntensionalSet(e))) {
        throw new Error("Symbolic solution is not quantifier-free: " + symbolicSolution);
    }
    output("Symbolic result: " + symbolicSolution);
    if (testAgainstBruteForce) {
        if (singleVariableConstraint.isContradiction()) {
            if (!symbolicSolution.equals(ZERO)) {
                throw new Error("Constraint is contradiction, but symbolic solver does not produce 0, but instead " + symbolicSolution);
            }
        } else {
            Expression testingVariable = singleVariableConstraint.getVariable();
            Set<Expression> allVariables = getVariablesBeingReferenced(singleVariableConstraint, context);
            Collection<Expression> otherVariables = removeFromSetNonDestructively(allVariables, v -> v.equals(testingVariable));
            BinaryFunction<BruteForceCommonInterpreter, Context, Expression> fromInterpreterAndContextWithAssignmentToOtherVariablesToBruteForceSolution = (interpreter, contextWithAssignmentToOtherVariables) -> bruteForceModelCounterForVariableGivenInterpreterAndAssignmentToOtherVariables(variable, literalsConjunction, interpreter, theory, contextWithAssignmentToOtherVariables);
            testSymbolicVsBruteForceComputationForEachAssignment(theory, problemDescription, otherVariables, symbolicSolution, fromInterpreterAndContextWithAssignmentToOtherVariablesToBruteForceSolution, context);
        }
    } else {
        output("Skipping test againt brute-force.");
    }
}

Example 4 with Context

use of com.sri.ai.grinder.api.Context in project aic-expresso by aic-sri-international.

the class SGDPLLTTester method runGroupProblemSolvingTesterForSuccessiveConstraints.

private static void runGroupProblemSolvingTesterForSuccessiveConstraints(String problemName, TestRunner tester, boolean testAgainstBruteForce, AssociativeCommutativeGroup group, TheoryTestingSupport theoryTestingSupport, long numberOfTests, int maxNumberOfLiterals, boolean outputCount) throws Error {
    Context context = theoryTestingSupport.makeContextWithTestingInformation();
    NullaryFunction<Constraint> makeInitialConstraint = () -> theoryTestingSupport.getTheory().makeSingleVariableConstraint(parse(theoryTestingSupport.pickTestingVariableAtRandom()), context);
    Function<Constraint, Expression> makeRandomLiteral = c -> theoryTestingSupport.makeRandomLiteralOn(((SingleVariableConstraint) c).getVariable().toString(), context);
    runTesterGivenOnSuccessiveConjunctionsOfLiterals(problemName, tester, numberOfTests, maxNumberOfLiterals, testAgainstBruteForce, theoryTestingSupport, makeInitialConstraint, makeRandomLiteral, outputCount, context);
}

Example 5 with Context

use of com.sri.ai.grinder.api.Context in project aic-expresso by aic-sri-international.

the class SGDPLLTTester method testCompleteMultiVariableConstraints.

/**
 * Given a theory and a number <code>n</code> of multi-variable constraint tests,
 * generates <code>n</code> formulas in the theory
 * and see if those detected as unsatisfiable by the corresponding solver
 * are indeed unsatisfiable (checked by brute force).
 * Throws an {@link Error} with the failure description if a test fails.
 * @param theoryTestingSupport
 * @param numberOfTests
 * @param maxNumberOfLiterals
 * @param outputCount
 */
public static void testCompleteMultiVariableConstraints(boolean testAgainstBruteForce, TheoryTestingSupport theoryTestingSupport, long numberOfTests, int maxNumberOfLiterals, boolean outputCount) {
    Context context = theoryTestingSupport.makeContextWithTestingInformation();
    NullaryFunction<Constraint> makeInitialConstraint = () -> new CompleteMultiVariableContext(theoryTestingSupport.getTheory(), context);
    Function<Constraint, Expression> makeRandomLiteral = c -> theoryTestingSupport.makeRandomLiteral(context);
    // CompleteMultiVariableContext is complete
    TestRunner tester = SGDPLLTTester::testCompleteSatisfiability;
    runTesterGivenOnSuccessiveConjunctionsOfLiterals("complete satisfiability", tester, numberOfTests, maxNumberOfLiterals, testAgainstBruteForce, theoryTestingSupport, makeInitialConstraint, makeRandomLiteral, outputCount, context);
}