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//===-- Z3Solver.cpp -------------------------------------------*- C++ -*-====//
//
// The KLEE Symbolic Virtual Machine
//
// This file is distributed under the University of Illinois Open Source
// License. See LICENSE.TXT for details.
//
//===----------------------------------------------------------------------===//
#include "klee/Config/config.h"
#include "klee/Support/OptionCategories.h"
#include "klee/Support/ErrorHandling.h"
#include "klee/Support/FileHandling.h"
#ifdef ENABLE_Z3
#include "Z3Solver.h"
#include "Z3Builder.h"
#include "klee/Expr/Constraints.h"
#include "klee/Expr/Assignment.h"
#include "klee/Expr/ExprUtil.h"
#include "klee/Solver/Solver.h"
#include "klee/Solver/SolverImpl.h"
#include "llvm/Support/CommandLine.h"
#include "llvm/Support/raw_ostream.h"
namespace {
// NOTE: Very useful for debugging Z3 behaviour. These files can be given to
// the z3 binary to replay all Z3 API calls using its `-log` option.
llvm::cl::opt<std::string> Z3LogInteractionFile(
"debug-z3-log-api-interaction", llvm::cl::init(""),
llvm::cl::desc("Log API interaction with Z3 to the specified path"),
llvm::cl::cat(klee::SolvingCat));
llvm::cl::opt<std::string> Z3QueryDumpFile(
"debug-z3-dump-queries", llvm::cl::init(""),
llvm::cl::desc("Dump Z3's representation of the query to the specified path"),
llvm::cl::cat(klee::SolvingCat));
llvm::cl::opt<bool> Z3ValidateModels(
"debug-z3-validate-models", llvm::cl::init(false),
llvm::cl::desc("When generating Z3 models validate these against the query"),
llvm::cl::cat(klee::SolvingCat));
llvm::cl::opt<unsigned>
Z3VerbosityLevel("debug-z3-verbosity", llvm::cl::init(0),
llvm::cl::desc("Z3 verbosity level (default=0)"),
llvm::cl::cat(klee::SolvingCat));
}
#include "llvm/Support/ErrorHandling.h"
namespace klee {
class Z3SolverImpl : public SolverImpl {
private:
Z3Builder *builder;
time::Span timeout;
SolverRunStatus runStatusCode;
std::unique_ptr<llvm::raw_fd_ostream> dumpedQueriesFile;
::Z3_params solverParameters;
// Parameter symbols
::Z3_symbol timeoutParamStrSymbol;
bool internalRunSolver(const Query &,
const std::vector<const Array *> *objects,
std::vector<std::vector<unsigned char> > *values,
bool &hasSolution);
bool validateZ3Model(::Z3_solver &theSolver, ::Z3_model &theModel);
public:
Z3SolverImpl();
~Z3SolverImpl();
char *getConstraintLog(const Query &);
void setCoreSolverTimeout(time::Span _timeout) {
timeout = _timeout;
auto timeoutInMilliSeconds = static_cast<unsigned>((timeout.toMicroseconds() / 1000));
if (!timeoutInMilliSeconds)
timeoutInMilliSeconds = UINT_MAX;
Z3_params_set_uint(builder->ctx, solverParameters, timeoutParamStrSymbol,
timeoutInMilliSeconds);
}
bool computeTruth(const Query &, bool &isValid);
bool computeValue(const Query &, ref<Expr> &result);
bool computeInitialValues(const Query &,
const std::vector<const Array *> &objects,
std::vector<std::vector<unsigned char> > &values,
bool &hasSolution);
SolverRunStatus
handleSolverResponse(::Z3_solver theSolver, ::Z3_lbool satisfiable,
const std::vector<const Array *> *objects,
std::vector<std::vector<unsigned char> > *values,
bool &hasSolution);
SolverRunStatus getOperationStatusCode();
};
Z3SolverImpl::Z3SolverImpl()
: builder(new Z3Builder(
/*autoClearConstructCache=*/false,
/*z3LogInteractionFileArg=*/Z3LogInteractionFile.size() > 0
? Z3LogInteractionFile.c_str()
: NULL)),
runStatusCode(SOLVER_RUN_STATUS_FAILURE) {
assert(builder && "unable to create Z3Builder");
solverParameters = Z3_mk_params(builder->ctx);
Z3_params_inc_ref(builder->ctx, solverParameters);
timeoutParamStrSymbol = Z3_mk_string_symbol(builder->ctx, "timeout");
setCoreSolverTimeout(timeout);
if (!Z3QueryDumpFile.empty()) {
std::string error;
dumpedQueriesFile = klee_open_output_file(Z3QueryDumpFile, error);
if (!dumpedQueriesFile) {
klee_error("Error creating file for dumping Z3 queries: %s",
error.c_str());
}
klee_message("Dumping Z3 queries to \"%s\"", Z3QueryDumpFile.c_str());
}
// Set verbosity
if (Z3VerbosityLevel > 0) {
std::string underlyingString;
llvm::raw_string_ostream ss(underlyingString);
ss << Z3VerbosityLevel;
ss.flush();
Z3_global_param_set("verbose", underlyingString.c_str());
}
}
Z3SolverImpl::~Z3SolverImpl() {
Z3_params_dec_ref(builder->ctx, solverParameters);
delete builder;
}
Z3Solver::Z3Solver() : Solver(new Z3SolverImpl()) {}
char *Z3Solver::getConstraintLog(const Query &query) {
return impl->getConstraintLog(query);
}
void Z3Solver::setCoreSolverTimeout(time::Span timeout) {
impl->setCoreSolverTimeout(timeout);
}
char *Z3SolverImpl::getConstraintLog(const Query &query) {
std::vector<Z3ASTHandle> assumptions;
// We use a different builder here because we don't want to interfere
// with the solver's builder because it may change the solver builder's
// cache.
// NOTE: The builder does not set `z3LogInteractionFile` to avoid conflicting
// with whatever the solver's builder is set to do.
Z3Builder temp_builder(/*autoClearConstructCache=*/false,
/*z3LogInteractionFile=*/NULL);
ConstantArrayFinder constant_arrays_in_query;
for (auto const &constraint : query.constraints) {
assumptions.push_back(temp_builder.construct(constraint));
constant_arrays_in_query.visit(constraint);
}
// KLEE Queries are validity queries i.e.
// ∀ X Constraints(X) → query(X)
// but Z3 works in terms of satisfiability so instead we ask the
// the negation of the equivalent i.e.
// ∃ X Constraints(X) ∧ ¬ query(X)
Z3ASTHandle formula = Z3ASTHandle(
Z3_mk_not(temp_builder.ctx, temp_builder.construct(query.expr)),
temp_builder.ctx);
constant_arrays_in_query.visit(query.expr);
for (auto const &constant_array : constant_arrays_in_query.results) {
assert(temp_builder.constant_array_assertions.count(constant_array) == 1 &&
"Constant array found in query, but not handled by Z3Builder");
for (auto const &arrayIndexValueExpr :
temp_builder.constant_array_assertions[constant_array]) {
assumptions.push_back(arrayIndexValueExpr);
}
}
::Z3_ast *assumptionsArray = NULL;
int numAssumptions = assumptions.size();
if (numAssumptions) {
assumptionsArray = (::Z3_ast *)malloc(sizeof(::Z3_ast) * numAssumptions);
for (int index = 0; index < numAssumptions; ++index) {
assumptionsArray[index] = (::Z3_ast)assumptions[index];
}
}
::Z3_string result = Z3_benchmark_to_smtlib_string(
temp_builder.ctx,
/*name=*/"Emited by klee::Z3SolverImpl::getConstraintLog()",
/*logic=*/"",
/*status=*/"unknown",
/*attributes=*/"",
/*num_assumptions=*/numAssumptions,
/*assumptions=*/assumptionsArray,
/*formula=*/formula);
if (numAssumptions)
free(assumptionsArray);
// We need to trigger a dereference before the `temp_builder` gets destroyed.
// We do this indirectly by emptying `assumptions` and assigning to
// `formula`.
assumptions.clear();
formula = Z3ASTHandle(NULL, temp_builder.ctx);
// Client is responsible for freeing the returned C-string
return strdup(result);
}
bool Z3SolverImpl::computeTruth(const Query &query, bool &isValid) {
bool hasSolution = false; // to remove compiler warning
bool status =
internalRunSolver(query, /*objects=*/NULL, /*values=*/NULL, hasSolution);
isValid = !hasSolution;
return status;
}
bool Z3SolverImpl::computeValue(const Query &query, ref<Expr> &result) {
std::vector<const Array *> objects;
std::vector<std::vector<unsigned char> > values;
bool hasSolution;
// Find the object used in the expression, and compute an assignment
// for them.
findSymbolicObjects(query.expr, objects);
if (!computeInitialValues(query.withFalse(), objects, values, hasSolution))
return false;
assert(hasSolution && "state has invalid constraint set");
// Evaluate the expression with the computed assignment.
Assignment a(objects, values);
result = a.evaluate(query.expr);
return true;
}
bool Z3SolverImpl::computeInitialValues(
const Query &query, const std::vector<const Array *> &objects,
std::vector<std::vector<unsigned char> > &values, bool &hasSolution) {
return internalRunSolver(query, &objects, &values, hasSolution);
}
bool Z3SolverImpl::internalRunSolver(
const Query &query, const std::vector<const Array *> *objects,
std::vector<std::vector<unsigned char> > *values, bool &hasSolution) {
TimerStatIncrementer t(stats::queryTime);
// NOTE: Z3 will switch to using a slower solver internally if push/pop are
// used so for now it is likely that creating a new solver each time is the
// right way to go until Z3 changes its behaviour.
//
// TODO: Investigate using a custom tactic as described in
// https://github.com/klee/klee/issues/653
Z3_solver theSolver = Z3_mk_solver(builder->ctx);
Z3_solver_inc_ref(builder->ctx, theSolver);
Z3_solver_set_params(builder->ctx, theSolver, solverParameters);
runStatusCode = SOLVER_RUN_STATUS_FAILURE;
ConstantArrayFinder constant_arrays_in_query;
for (auto const &constraint : query.constraints) {
Z3_solver_assert(builder->ctx, theSolver, builder->construct(constraint));
constant_arrays_in_query.visit(constraint);
}
++stats::queries;
if (objects)
++stats::queryCounterexamples;
Z3ASTHandle z3QueryExpr =
Z3ASTHandle(builder->construct(query.expr), builder->ctx);
constant_arrays_in_query.visit(query.expr);
for (auto const &constant_array : constant_arrays_in_query.results) {
assert(builder->constant_array_assertions.count(constant_array) == 1 &&
"Constant array found in query, but not handled by Z3Builder");
for (auto const &arrayIndexValueExpr :
builder->constant_array_assertions[constant_array]) {
Z3_solver_assert(builder->ctx, theSolver, arrayIndexValueExpr);
}
}
// KLEE Queries are validity queries i.e.
// ∀ X Constraints(X) → query(X)
// but Z3 works in terms of satisfiability so instead we ask the
// negation of the equivalent i.e.
// ∃ X Constraints(X) ∧ ¬ query(X)
Z3_solver_assert(
builder->ctx, theSolver,
Z3ASTHandle(Z3_mk_not(builder->ctx, z3QueryExpr), builder->ctx));
if (dumpedQueriesFile) {
*dumpedQueriesFile << "; start Z3 query\n";
*dumpedQueriesFile << Z3_solver_to_string(builder->ctx, theSolver);
*dumpedQueriesFile << "(check-sat)\n";
*dumpedQueriesFile << "(reset)\n";
*dumpedQueriesFile << "; end Z3 query\n\n";
dumpedQueriesFile->flush();
}
::Z3_lbool satisfiable = Z3_solver_check(builder->ctx, theSolver);
runStatusCode = handleSolverResponse(theSolver, satisfiable, objects, values,
hasSolution);
Z3_solver_dec_ref(builder->ctx, theSolver);
// Clear the builder's cache to prevent memory usage exploding.
// By using ``autoClearConstructCache=false`` and clearning now
// we allow Z3_ast expressions to be shared from an entire
// ``Query`` rather than only sharing within a single call to
// ``builder->construct()``.
builder->clearConstructCache();
if (runStatusCode == SolverImpl::SOLVER_RUN_STATUS_SUCCESS_SOLVABLE ||
runStatusCode == SolverImpl::SOLVER_RUN_STATUS_SUCCESS_UNSOLVABLE) {
if (hasSolution) {
++stats::queriesInvalid;
} else {
++stats::queriesValid;
}
return true; // success
}
return false; // failed
}
SolverImpl::SolverRunStatus Z3SolverImpl::handleSolverResponse(
::Z3_solver theSolver, ::Z3_lbool satisfiable,
const std::vector<const Array *> *objects,
std::vector<std::vector<unsigned char> > *values, bool &hasSolution) {
switch (satisfiable) {
case Z3_L_TRUE: {
hasSolution = true;
if (!objects) {
// No assignment is needed
assert(values == NULL);
return SolverImpl::SOLVER_RUN_STATUS_SUCCESS_SOLVABLE;
}
assert(values && "values cannot be nullptr");
::Z3_model theModel = Z3_solver_get_model(builder->ctx, theSolver);
assert(theModel && "Failed to retrieve model");
Z3_model_inc_ref(builder->ctx, theModel);
values->reserve(objects->size());
for (std::vector<const Array *>::const_iterator it = objects->begin(),
ie = objects->end();
it != ie; ++it) {
const Array *array = *it;
std::vector<unsigned char> data;
data.reserve(array->size);
for (unsigned offset = 0; offset < array->size; offset++) {
// We can't use Z3ASTHandle here so have to do ref counting manually
::Z3_ast arrayElementExpr;
Z3ASTHandle initial_read = builder->getInitialRead(array, offset);
__attribute__((unused))
bool successfulEval =
Z3_model_eval(builder->ctx, theModel, initial_read,
/*model_completion=*/Z3_TRUE, &arrayElementExpr);
assert(successfulEval && "Failed to evaluate model");
Z3_inc_ref(builder->ctx, arrayElementExpr);
assert(Z3_get_ast_kind(builder->ctx, arrayElementExpr) ==
Z3_NUMERAL_AST &&
"Evaluated expression has wrong sort");
int arrayElementValue = 0;
__attribute__((unused))
bool successGet = Z3_get_numeral_int(builder->ctx, arrayElementExpr,
&arrayElementValue);
assert(successGet && "failed to get value back");
assert(arrayElementValue >= 0 && arrayElementValue <= 255 &&
"Integer from model is out of range");
data.push_back(arrayElementValue);
Z3_dec_ref(builder->ctx, arrayElementExpr);
}
values->push_back(data);
}
// Validate the model if requested
if (Z3ValidateModels) {
bool success = validateZ3Model(theSolver, theModel);
if (!success)
abort();
}
Z3_model_dec_ref(builder->ctx, theModel);
return SolverImpl::SOLVER_RUN_STATUS_SUCCESS_SOLVABLE;
}
case Z3_L_FALSE:
hasSolution = false;
return SolverImpl::SOLVER_RUN_STATUS_SUCCESS_UNSOLVABLE;
case Z3_L_UNDEF: {
::Z3_string reason =
::Z3_solver_get_reason_unknown(builder->ctx, theSolver);
if (strcmp(reason, "timeout") == 0 || strcmp(reason, "canceled") == 0 ||
strcmp(reason, "(resource limits reached)") == 0) {
return SolverImpl::SOLVER_RUN_STATUS_TIMEOUT;
}
if (strcmp(reason, "unknown") == 0) {
return SolverImpl::SOLVER_RUN_STATUS_FAILURE;
}
klee_warning("Unexpected solver failure. Reason is \"%s,\"\n", reason);
abort();
}
default:
llvm_unreachable("unhandled Z3 result");
}
}
bool Z3SolverImpl::validateZ3Model(::Z3_solver &theSolver, ::Z3_model &theModel) {
bool success = true;
::Z3_ast_vector constraints =
Z3_solver_get_assertions(builder->ctx, theSolver);
Z3_ast_vector_inc_ref(builder->ctx, constraints);
unsigned size = Z3_ast_vector_size(builder->ctx, constraints);
for (unsigned index = 0; index < size; ++index) {
Z3ASTHandle constraint = Z3ASTHandle(
Z3_ast_vector_get(builder->ctx, constraints, index), builder->ctx);
::Z3_ast rawEvaluatedExpr;
__attribute__((unused))
bool successfulEval =
Z3_model_eval(builder->ctx, theModel, constraint,
/*model_completion=*/Z3_TRUE, &rawEvaluatedExpr);
assert(successfulEval && "Failed to evaluate model");
// Use handle to do ref-counting.
Z3ASTHandle evaluatedExpr(rawEvaluatedExpr, builder->ctx);
Z3SortHandle sort =
Z3SortHandle(Z3_get_sort(builder->ctx, evaluatedExpr), builder->ctx);
assert(Z3_get_sort_kind(builder->ctx, sort) == Z3_BOOL_SORT &&
"Evaluated expression has wrong sort");
Z3_lbool evaluatedValue =
Z3_get_bool_value(builder->ctx, evaluatedExpr);
if (evaluatedValue != Z3_L_TRUE) {
llvm::errs() << "Validating model failed:\n"
<< "The expression:\n";
constraint.dump();
llvm::errs() << "evaluated to \n";
evaluatedExpr.dump();
llvm::errs() << "But should be true\n";
success = false;
}
}
if (!success) {
llvm::errs() << "Solver state:\n" << Z3_solver_to_string(builder->ctx, theSolver) << "\n";
llvm::errs() << "Model:\n" << Z3_model_to_string(builder->ctx, theModel) << "\n";
}
Z3_ast_vector_dec_ref(builder->ctx, constraints);
return success;
}
SolverImpl::SolverRunStatus Z3SolverImpl::getOperationStatusCode() {
return runStatusCode;
}
}
#endif // ENABLE_Z3
|