update isl for isl_pw_aff_has_dim_id

[pet.git] / scan.cc

/*
 * Copyright 2011 Leiden University. All rights reserved.
 * 
 * Redistribution and use in source and binary forms, with or without
 * modification, are permitted provided that the following conditions
 * are met:
 * 
 *    1. Redistributions of source code must retain the above copyright
 *       notice, this list of conditions and the following disclaimer.
 * 
 *    2. Redistributions in binary form must reproduce the above
 *       copyright notice, this list of conditions and the following
 *       disclaimer in the documentation and/or other materials provided
 *       with the distribution.
 * 
 * THIS SOFTWARE IS PROVIDED BY LEIDEN UNIVERSITY ''AS IS'' AND ANY
 * EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
 * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
 * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL LEIDEN UNIVERSITY OR
 * CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
 * EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
 * PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA,
 * OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
 * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
 * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
 * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 * 
 * The views and conclusions contained in the software and documentation
 * are those of the authors and should not be interpreted as
 * representing official policies, either expressed or implied, of
 * Leiden University.
 */ 

#include <set>
#include <map>
#include <iostream>
#include <clang/AST/ASTDiagnostic.h>
#include <clang/AST/Expr.h>
#include <clang/AST/RecursiveASTVisitor.h>

#include <isl/id.h>
#include <isl/space.h>
#include <isl/aff.h>
#include <isl/set.h>

#include "scan.h"
#include "scop.h"
#include "scop_plus.h"

#include "config.h"

using namespace std;
using namespace clang;


/* Check if the element type corresponding to the given array type
 * has a const qualifier.
 */
static bool const_base(QualType qt)
{
        const Type *type = qt.getTypePtr();

        if (type->isPointerType())
                return const_base(type->getPointeeType());
        if (type->isArrayType()) {
                const ArrayType *atype;
                type = type->getCanonicalTypeInternal().getTypePtr();
                atype = cast<ArrayType>(type);
                return const_base(atype->getElementType());
        }

        return qt.isConstQualified();
}

/* Look for any assignments to scalar variables in part of the parse
 * tree and set assigned_value to NULL for each of them.
 * Also reset assigned_value if the address of a scalar variable
 * is being taken.  As an exception, if the address is passed to a function
 * that is declared to receive a const pointer, then assigned_value is
 * not reset.
 *
 * This ensures that we won't use any previously stored value
 * in the current subtree and its parents.
 */
struct clear_assignments : RecursiveASTVisitor<clear_assignments> {
        map<ValueDecl *, Expr *> &assigned_value;
        set<UnaryOperator *> skip;

        clear_assignments(map<ValueDecl *, Expr *> &assigned_value) :
                assigned_value(assigned_value) {}

        /* Check for "address of" operators whose value is passed
         * to a const pointer argument and add them to "skip", so that
         * we can skip them in VisitUnaryOperator.
         */
        bool VisitCallExpr(CallExpr *expr) {
                FunctionDecl *fd;
                fd = expr->getDirectCallee();
                if (!fd)
                        return true;
                for (int i = 0; i < expr->getNumArgs(); ++i) {
                        Expr *arg = expr->getArg(i);
                        UnaryOperator *op;
                        if (arg->getStmtClass() == Stmt::ImplicitCastExprClass) {
                                ImplicitCastExpr *ice;
                                ice = cast<ImplicitCastExpr>(arg);
                                arg = ice->getSubExpr();
                        }
                        if (arg->getStmtClass() != Stmt::UnaryOperatorClass)
                                continue;
                        op = cast<UnaryOperator>(arg);
                        if (op->getOpcode() != UO_AddrOf)
                                continue;
                        if (const_base(fd->getParamDecl(i)->getType()))
                                skip.insert(op);
                }
                return true;
        }

        bool VisitUnaryOperator(UnaryOperator *expr) {
                Expr *arg;
                DeclRefExpr *ref;
                ValueDecl *decl;

                if (expr->getOpcode() != UO_AddrOf)
                        return true;
                if (skip.find(expr) != skip.end())
                        return true;

                arg = expr->getSubExpr();
                if (arg->getStmtClass() != Stmt::DeclRefExprClass)
                        return true;
                ref = cast<DeclRefExpr>(arg);
                decl = ref->getDecl();
                assigned_value[decl] = NULL;
                return true;
        }

        bool VisitBinaryOperator(BinaryOperator *expr) {
                Expr *lhs;
                DeclRefExpr *ref;
                ValueDecl *decl;

                if (!expr->isAssignmentOp())
                        return true;
                lhs = expr->getLHS();
                if (lhs->getStmtClass() != Stmt::DeclRefExprClass)
                        return true;
                ref = cast<DeclRefExpr>(lhs);
                decl = ref->getDecl();
                assigned_value[decl] = NULL;
                return true;
        }
};

/* Keep a copy of the currently assigned values.
 *
 * Any variable that is assigned a value inside the current scope
 * is removed again when we leave the scope (either because it wasn't
 * stored in the cache or because it has a different value in the cache).
 */
struct assigned_value_cache {
        map<ValueDecl *, Expr *> &assigned_value;
        map<ValueDecl *, Expr *> cache;

        assigned_value_cache(map<ValueDecl *, Expr *> &assigned_value) :
                assigned_value(assigned_value), cache(assigned_value) {}
        ~assigned_value_cache() {
                map<ValueDecl *, Expr *>::iterator it = cache.begin();
                for (it = assigned_value.begin(); it != assigned_value.end();
                     ++it) {
                        if (!it->second ||
                            (cache.find(it->first) != cache.end() &&
                             cache[it->first] != it->second))
                                cache[it->first] = NULL;
                }
                assigned_value = cache;
        }
};

/* Called if we found something we (currently) cannot handle.
 * We'll provide more informative warnings later.
 *
 * We only actually complain if autodetect is false.
 */
void PetScan::unsupported(Stmt *stmt)
{
        if (autodetect)
                return;

        SourceLocation loc = stmt->getLocStart();
        DiagnosticsEngine &diag = PP.getDiagnostics();
        unsigned id = diag.getCustomDiagID(DiagnosticsEngine::Warning,
                                           "unsupported");
        DiagnosticBuilder B = diag.Report(loc, id) << stmt->getSourceRange();
}

/* Extract an integer from "expr" and store it in "v".
 */
int PetScan::extract_int(IntegerLiteral *expr, isl_int *v)
{
        const Type *type = expr->getType().getTypePtr();
        int is_signed = type->hasSignedIntegerRepresentation();

        if (is_signed) {
                int64_t i = expr->getValue().getSExtValue();
                isl_int_set_si(*v, i);
        } else {
                uint64_t i = expr->getValue().getZExtValue();
                isl_int_set_ui(*v, i);
        }

        return 0;
}

/* Extract an affine expression from the IntegerLiteral "expr".
 */
__isl_give isl_pw_aff *PetScan::extract_affine(IntegerLiteral *expr)
{
        isl_space *dim = isl_space_params_alloc(ctx, 0);
        isl_local_space *ls = isl_local_space_from_space(isl_space_copy(dim));
        isl_aff *aff = isl_aff_zero_on_domain(ls);
        isl_set *dom = isl_set_universe(dim);
        isl_int v;

        isl_int_init(v);
        extract_int(expr, &v);
        aff = isl_aff_add_constant(aff, v);
        isl_int_clear(v);

        return isl_pw_aff_alloc(dom, aff);
}

/* Extract an affine expression from the APInt "val".
 */
__isl_give isl_pw_aff *PetScan::extract_affine(const llvm::APInt &val)
{
        isl_space *dim = isl_space_params_alloc(ctx, 0);
        isl_local_space *ls = isl_local_space_from_space(isl_space_copy(dim));
        isl_aff *aff = isl_aff_zero_on_domain(ls);
        isl_set *dom = isl_set_universe(dim);
        isl_int v;

        isl_int_init(v);
        isl_int_set_ui(v, val.getZExtValue());
        aff = isl_aff_add_constant(aff, v);
        isl_int_clear(v);

        return isl_pw_aff_alloc(dom, aff);
}

__isl_give isl_pw_aff *PetScan::extract_affine(ImplicitCastExpr *expr)
{
        return extract_affine(expr->getSubExpr());
}

/* Extract an affine expression from the DeclRefExpr "expr".
 *
 * If the variable has been assigned a value, then we check whether
 * we know what expression was assigned and whether this expression
 * is affine.  If so, we convert the expression to an isl_pw_aff
 * and to an extra parameter otherwise (provided nesting_enabled is set).
 *
 * Otherwise, we simply return an expression that is equal
 * to a parameter corresponding to the referenced variable.
 */
__isl_give isl_pw_aff *PetScan::extract_affine(DeclRefExpr *expr)
{
        ValueDecl *decl = expr->getDecl();
        const Type *type = decl->getType().getTypePtr();
        isl_id *id;
        isl_space *dim;
        isl_aff *aff;
        isl_set *dom;

        if (!type->isIntegerType()) {
                unsupported(expr);
                return NULL;
        }

        if (assigned_value.find(decl) != assigned_value.end()) {
                if (assigned_value[decl] && is_affine(assigned_value[decl]))
                        return extract_affine(assigned_value[decl]);
                else
                        return nested_access(expr);
        }

        id = isl_id_alloc(ctx, decl->getName().str().c_str(), decl);
        dim = isl_space_params_alloc(ctx, 1);

        dim = isl_space_set_dim_id(dim, isl_dim_param, 0, id);

        dom = isl_set_universe(isl_space_copy(dim));
        aff = isl_aff_zero_on_domain(isl_local_space_from_space(dim));
        aff = isl_aff_add_coefficient_si(aff, isl_dim_param, 0, 1);

        return isl_pw_aff_alloc(dom, aff);
}

/* Extract an affine expression from an integer division operation.
 * In particular, if "expr" is lhs/rhs, then return
 *
 *      lhs >= 0 ? floor(lhs/rhs) : ceil(lhs/rhs)
 *
 * The second argument (rhs) is required to be a (positive) integer constant.
 */
__isl_give isl_pw_aff *PetScan::extract_affine_div(BinaryOperator *expr)
{
        Expr *rhs_expr;
        isl_pw_aff *lhs, *lhs_f, *lhs_c;
        isl_pw_aff *res;
        isl_int v;
        isl_set *cond;

        rhs_expr = expr->getRHS();
        if (rhs_expr->getStmtClass() != Stmt::IntegerLiteralClass) {
                unsupported(expr);
                return NULL;
        }

        lhs = extract_affine(expr->getLHS());
        cond = isl_pw_aff_nonneg_set(isl_pw_aff_copy(lhs));

        isl_int_init(v);
        extract_int(cast<IntegerLiteral>(rhs_expr), &v);
        lhs = isl_pw_aff_scale_down(lhs, v);
        isl_int_clear(v);

        lhs_f = isl_pw_aff_floor(isl_pw_aff_copy(lhs));
        lhs_c = isl_pw_aff_ceil(lhs);
        res = isl_pw_aff_cond(cond, lhs_f, lhs_c);

        return res;
}

/* Extract an affine expression from a modulo operation.
 * In particular, if "expr" is lhs/rhs, then return
 *
 *      lhs - rhs * (lhs >= 0 ? floor(lhs/rhs) : ceil(lhs/rhs))
 *
 * The second argument (rhs) is required to be a (positive) integer constant.
 */
__isl_give isl_pw_aff *PetScan::extract_affine_mod(BinaryOperator *expr)
{
        Expr *rhs_expr;
        isl_pw_aff *lhs, *lhs_f, *lhs_c;
        isl_pw_aff *res;
        isl_int v;
        isl_set *cond;

        rhs_expr = expr->getRHS();
        if (rhs_expr->getStmtClass() != Stmt::IntegerLiteralClass) {
                unsupported(expr);
                return NULL;
        }

        lhs = extract_affine(expr->getLHS());
        cond = isl_pw_aff_nonneg_set(isl_pw_aff_copy(lhs));

        isl_int_init(v);
        extract_int(cast<IntegerLiteral>(rhs_expr), &v);
        res = isl_pw_aff_scale_down(isl_pw_aff_copy(lhs), v);

        lhs_f = isl_pw_aff_floor(isl_pw_aff_copy(res));
        lhs_c = isl_pw_aff_ceil(res);
        res = isl_pw_aff_cond(cond, lhs_f, lhs_c);

        res = isl_pw_aff_scale(res, v);
        isl_int_clear(v);

        res = isl_pw_aff_sub(lhs, res);

        return res;
}

/* Extract an affine expression from a multiplication operation.
 * This is only allowed if at least one of the two arguments
 * is a (piecewise) constant.
 */
__isl_give isl_pw_aff *PetScan::extract_affine_mul(BinaryOperator *expr)
{
        isl_pw_aff *lhs;
        isl_pw_aff *rhs;

        lhs = extract_affine(expr->getLHS());
        rhs = extract_affine(expr->getRHS());

        if (!isl_pw_aff_is_cst(lhs) && !isl_pw_aff_is_cst(rhs)) {
                isl_pw_aff_free(lhs);
                isl_pw_aff_free(rhs);
                unsupported(expr);
                return NULL;
        }

        return isl_pw_aff_mul(lhs, rhs);
}

/* Extract an affine expression from an addition or subtraction operation.
 */
__isl_give isl_pw_aff *PetScan::extract_affine_add(BinaryOperator *expr)
{
        isl_pw_aff *lhs;
        isl_pw_aff *rhs;

        lhs = extract_affine(expr->getLHS());
        rhs = extract_affine(expr->getRHS());

        switch (expr->getOpcode()) {
        case BO_Add:
                return isl_pw_aff_add(lhs, rhs);
        case BO_Sub:
                return isl_pw_aff_sub(lhs, rhs);
        default:
                isl_pw_aff_free(lhs);
                isl_pw_aff_free(rhs);
                return NULL;
        }

}

/* Compute
 *
 *      pwaff mod 2^width
 */
static __isl_give isl_pw_aff *wrap(__isl_take isl_pw_aff *pwaff,
        unsigned width)
{
        isl_int mod;

        isl_int_init(mod);
        isl_int_set_si(mod, 1);
        isl_int_mul_2exp(mod, mod, width);

        pwaff = isl_pw_aff_mod(pwaff, mod);

        isl_int_clear(mod);

        return pwaff;
}

/* Extract an affine expression from some binary operations.
 * If the result of the expression is unsigned, then we wrap it
 * based on the size of the type.
 */
__isl_give isl_pw_aff *PetScan::extract_affine(BinaryOperator *expr)
{
        isl_pw_aff *res;

        switch (expr->getOpcode()) {
        case BO_Add:
        case BO_Sub:
                res = extract_affine_add(expr);
                break;
        case BO_Div:
                res = extract_affine_div(expr);
                break;
        case BO_Rem:
                res = extract_affine_mod(expr);
                break;
        case BO_Mul:
                res = extract_affine_mul(expr);
                break;
        default:
                unsupported(expr);
                return NULL;
        }

        if (expr->getType()->isUnsignedIntegerType())
                res = wrap(res, ast_context.getIntWidth(expr->getType()));

        return res;
}

/* Extract an affine expression from a negation operation.
 */
__isl_give isl_pw_aff *PetScan::extract_affine(UnaryOperator *expr)
{
        if (expr->getOpcode() == UO_Minus)
                return isl_pw_aff_neg(extract_affine(expr->getSubExpr()));

        unsupported(expr);
        return NULL;
}

__isl_give isl_pw_aff *PetScan::extract_affine(ParenExpr *expr)
{
        return extract_affine(expr->getSubExpr());
}

/* Extract an affine expression from some special function calls.
 * In particular, we handle "min", "max", "ceild" and "floord".
 * In case of the latter two, the second argument needs to be
 * a (positive) integer constant.
 */
__isl_give isl_pw_aff *PetScan::extract_affine(CallExpr *expr)
{
        FunctionDecl *fd;
        string name;
        isl_pw_aff *aff1, *aff2;

        fd = expr->getDirectCallee();
        if (!fd) {
                unsupported(expr);
                return NULL;
        }

        name = fd->getDeclName().getAsString();
        if (!(expr->getNumArgs() == 2 && name == "min") &&
            !(expr->getNumArgs() == 2 && name == "max") &&
            !(expr->getNumArgs() == 2 && name == "floord") &&
            !(expr->getNumArgs() == 2 && name == "ceild")) {
                unsupported(expr);
                return NULL;
        }

        if (name == "min" || name == "max") {
                aff1 = extract_affine(expr->getArg(0));
                aff2 = extract_affine(expr->getArg(1));

                if (name == "min")
                        aff1 = isl_pw_aff_min(aff1, aff2);
                else
                        aff1 = isl_pw_aff_max(aff1, aff2);
        } else if (name == "floord" || name == "ceild") {
                isl_int v;
                Expr *arg2 = expr->getArg(1);

                if (arg2->getStmtClass() != Stmt::IntegerLiteralClass) {
                        unsupported(expr);
                        return NULL;
                }
                aff1 = extract_affine(expr->getArg(0));
                isl_int_init(v);
                extract_int(cast<IntegerLiteral>(arg2), &v);
                aff1 = isl_pw_aff_scale_down(aff1, v);
                isl_int_clear(v);
                if (name == "floord")
                        aff1 = isl_pw_aff_floor(aff1);
                else
                        aff1 = isl_pw_aff_ceil(aff1);
        } else {
                unsupported(expr);
                return NULL;
        }

        return aff1;

}

/* This method is called when we come across an access that is
 * nested in what is supposed to be an affine expression.
 * If nesting is allowed, we return a new parameter that corresponds
 * to this nested access.  Otherwise, we simply complain.
 *
 * The new parameter is resolved in resolve_nested.
 */
isl_pw_aff *PetScan::nested_access(Expr *expr)
{
        isl_id *id;
        isl_space *dim;
        isl_aff *aff;
        isl_set *dom;

        if (!nesting_enabled) {
                unsupported(expr);
                return NULL;
        }

        id = isl_id_alloc(ctx, NULL, expr);
        dim = isl_space_params_alloc(ctx, 1);

        dim = isl_space_set_dim_id(dim, isl_dim_param, 0, id);

        dom = isl_set_universe(isl_space_copy(dim));
        aff = isl_aff_zero_on_domain(isl_local_space_from_space(dim));
        aff = isl_aff_add_coefficient_si(aff, isl_dim_param, 0, 1);

        return isl_pw_aff_alloc(dom, aff);
}

/* Affine expressions are not supposed to contain array accesses,
 * but if nesting is allowed, we return a parameter corresponding
 * to the array access.
 */
__isl_give isl_pw_aff *PetScan::extract_affine(ArraySubscriptExpr *expr)
{
        return nested_access(expr);
}

/* Extract an affine expression from a conditional operation.
 */
__isl_give isl_pw_aff *PetScan::extract_affine(ConditionalOperator *expr)
{
        isl_set *cond;
        isl_pw_aff *lhs, *rhs;

        cond = extract_condition(expr->getCond());
        lhs = extract_affine(expr->getTrueExpr());
        rhs = extract_affine(expr->getFalseExpr());

        return isl_pw_aff_cond(cond, lhs, rhs);
}

/* Extract an affine expression, if possible, from "expr".
 * Otherwise return NULL.
 */
__isl_give isl_pw_aff *PetScan::extract_affine(Expr *expr)
{
        switch (expr->getStmtClass()) {
        case Stmt::ImplicitCastExprClass:
                return extract_affine(cast<ImplicitCastExpr>(expr));
        case Stmt::IntegerLiteralClass:
                return extract_affine(cast<IntegerLiteral>(expr));
        case Stmt::DeclRefExprClass:
                return extract_affine(cast<DeclRefExpr>(expr));
        case Stmt::BinaryOperatorClass:
                return extract_affine(cast<BinaryOperator>(expr));
        case Stmt::UnaryOperatorClass:
                return extract_affine(cast<UnaryOperator>(expr));
        case Stmt::ParenExprClass:
                return extract_affine(cast<ParenExpr>(expr));
        case Stmt::CallExprClass:
                return extract_affine(cast<CallExpr>(expr));
        case Stmt::ArraySubscriptExprClass:
                return extract_affine(cast<ArraySubscriptExpr>(expr));
        case Stmt::ConditionalOperatorClass:
                return extract_affine(cast<ConditionalOperator>(expr));
        default:
                unsupported(expr);
        }
        return NULL;
}

__isl_give isl_map *PetScan::extract_access(ImplicitCastExpr *expr)
{
        return extract_access(expr->getSubExpr());
}

/* Return the depth of an array of the given type.
 */
static int array_depth(const Type *type)
{
        if (type->isPointerType())
                return 1 + array_depth(type->getPointeeType().getTypePtr());
        if (type->isArrayType()) {
                const ArrayType *atype;
                type = type->getCanonicalTypeInternal().getTypePtr();
                atype = cast<ArrayType>(type);
                return 1 + array_depth(atype->getElementType().getTypePtr());
        }
        return 0;
}

/* Return the element type of the given array type.
 */
static QualType base_type(QualType qt)
{
        const Type *type = qt.getTypePtr();

        if (type->isPointerType())
                return base_type(type->getPointeeType());
        if (type->isArrayType()) {
                const ArrayType *atype;
                type = type->getCanonicalTypeInternal().getTypePtr();
                atype = cast<ArrayType>(type);
                return base_type(atype->getElementType());
        }
        return qt;
}

/* Extract an access relation from a reference to a variable.
 * If the variable has name "A" and its type corresponds to an
 * array of depth d, then the returned access relation is of the
 * form
 *
 *      { [] -> A[i_1,...,i_d] }
 */
__isl_give isl_map *PetScan::extract_access(DeclRefExpr *expr)
{
        ValueDecl *decl = expr->getDecl();
        int depth = array_depth(decl->getType().getTypePtr());
        isl_id *id = isl_id_alloc(ctx, decl->getName().str().c_str(), decl);
        isl_space *dim = isl_space_alloc(ctx, 0, 0, depth);
        isl_map *access_rel;

        dim = isl_space_set_tuple_id(dim, isl_dim_out, id);

        access_rel = isl_map_universe(dim);

        return access_rel;
}

/* Extract an access relation from an integer contant.
 * If the value of the constant is "v", then the returned access relation
 * is
 *
 *      { [] -> [v] }
 */
__isl_give isl_map *PetScan::extract_access(IntegerLiteral *expr)
{
        return isl_map_from_range(isl_set_from_pw_aff(extract_affine(expr)));
}

/* Try and extract an access relation from the given Expr.
 * Return NULL if it doesn't work out.
 */
__isl_give isl_map *PetScan::extract_access(Expr *expr)
{
        switch (expr->getStmtClass()) {
        case Stmt::ImplicitCastExprClass:
                return extract_access(cast<ImplicitCastExpr>(expr));
        case Stmt::DeclRefExprClass:
                return extract_access(cast<DeclRefExpr>(expr));
        case Stmt::ArraySubscriptExprClass:
                return extract_access(cast<ArraySubscriptExpr>(expr));
        default:
                unsupported(expr);
        }
        return NULL;
}

/* Assign the affine expression "index" to the output dimension "pos" of "map"
 * and return the result.
 */
__isl_give isl_map *set_index(__isl_take isl_map *map, int pos,
        __isl_take isl_pw_aff *index)
{
        isl_map *index_map;
        int len = isl_map_dim(map, isl_dim_out);
        isl_id *id;

        index_map = isl_map_from_range(isl_set_from_pw_aff(index));
        index_map = isl_map_insert_dims(index_map, isl_dim_out, 0, pos);
        index_map = isl_map_add_dims(index_map, isl_dim_out, len - pos - 1);
        id = isl_map_get_tuple_id(map, isl_dim_out);
        index_map = isl_map_set_tuple_id(index_map, isl_dim_out, id);

        map = isl_map_intersect(map, index_map);

        return map;
}

/* Extract an access relation from the given array subscript expression.
 * If nesting is allowed in general, then we turn it on while
 * examining the index expression.
 *
 * We first extract an access relation from the base.
 * This will result in an access relation with a range that corresponds
 * to the array being accessed and with earlier indices filled in already.
 * We then extract the current index and fill that in as well.
 * The position of the current index is based on the type of base.
 * If base is the actual array variable, then the depth of this type
 * will be the same as the depth of the array and we will fill in
 * the first array index.
 * Otherwise, the depth of the base type will be smaller and we will fill
 * in a later index.
 */
__isl_give isl_map *PetScan::extract_access(ArraySubscriptExpr *expr)
{
        Expr *base = expr->getBase();
        Expr *idx = expr->getIdx();
        isl_pw_aff *index;
        isl_map *base_access;
        isl_map *access;
        int depth = array_depth(base->getType().getTypePtr());
        int pos;
        bool save_nesting = nesting_enabled;

        nesting_enabled = allow_nested;

        base_access = extract_access(base);
        index = extract_affine(idx);

        nesting_enabled = save_nesting;

        pos = isl_map_dim(base_access, isl_dim_out) - depth;
        access = set_index(base_access, pos, index);

        return access;
}

/* Check if "expr" calls function "minmax" with two arguments and if so
 * make lhs and rhs refer to these two arguments.
 */
static bool is_minmax(Expr *expr, const char *minmax, Expr *&lhs, Expr *&rhs)
{
        CallExpr *call;
        FunctionDecl *fd;
        string name;

        if (expr->getStmtClass() != Stmt::CallExprClass)
                return false;

        call = cast<CallExpr>(expr);
        fd = call->getDirectCallee();
        if (!fd)
                return false;

        if (call->getNumArgs() != 2)
                return false;

        name = fd->getDeclName().getAsString();
        if (name != minmax)
                return false;

        lhs = call->getArg(0);
        rhs = call->getArg(1);

        return true;
}

/* Check if "expr" is of the form min(lhs, rhs) and if so make
 * lhs and rhs refer to the two arguments.
 */
static bool is_min(Expr *expr, Expr *&lhs, Expr *&rhs)
{
        return is_minmax(expr, "min", lhs, rhs);
}

/* Check if "expr" is of the form max(lhs, rhs) and if so make
 * lhs and rhs refer to the two arguments.
 */
static bool is_max(Expr *expr, Expr *&lhs, Expr *&rhs)
{
        return is_minmax(expr, "max", lhs, rhs);
}

/* Extract a set of values satisfying the comparison "LHS op RHS"
 * "comp" is the original statement that "LHS op RHS" is derived from
 * and is used for diagnostics.
 *
 * If the comparison is of the form
 *
 *      a <= min(b,c)
 *
 * then the set is constructed as the intersection of the set corresponding
 * to the comparisons
 *
 *      a <= b          and             a <= c
 *
 * A similar optimization is performed for max(a,b) <= c.
 * We do this because that will lead to simpler representations of the set.
 * If isl is ever enhanced to explicitly deal with min and max expressions,
 * this optimization can be removed.
 */
__isl_give isl_set *PetScan::extract_comparison(BinaryOperatorKind op,
        Expr *LHS, Expr *RHS, Stmt *comp)
{
        isl_pw_aff *lhs;
        isl_pw_aff *rhs;
        isl_set *cond;

        if (op == BO_GT)
                return extract_comparison(BO_LT, RHS, LHS, comp);
        if (op == BO_GE)
                return extract_comparison(BO_LE, RHS, LHS, comp);

        if (op == BO_LT || op == BO_LE) {
                Expr *expr1, *expr2;
                isl_set *set1, *set2;
                if (is_min(RHS, expr1, expr2)) {
                        set1 = extract_comparison(op, LHS, expr1, comp);
                        set2 = extract_comparison(op, LHS, expr2, comp);
                        return isl_set_intersect(set1, set2);
                }
                if (is_max(LHS, expr1, expr2)) {
                        set1 = extract_comparison(op, expr1, RHS, comp);
                        set2 = extract_comparison(op, expr2, RHS, comp);
                        return isl_set_intersect(set1, set2);
                }
        }

        lhs = extract_affine(LHS);
        rhs = extract_affine(RHS);

        switch (op) {
        case BO_LT:
                cond = isl_pw_aff_lt_set(lhs, rhs);
                break;
        case BO_LE:
                cond = isl_pw_aff_le_set(lhs, rhs);
                break;
        case BO_EQ:
                cond = isl_pw_aff_eq_set(lhs, rhs);
                break;
        case BO_NE:
                cond = isl_pw_aff_ne_set(lhs, rhs);
                break;
        default:
                isl_pw_aff_free(lhs);
                isl_pw_aff_free(rhs);
                unsupported(comp);
                return NULL;
        }

        cond = isl_set_coalesce(cond);

        return cond;
}

__isl_give isl_set *PetScan::extract_comparison(BinaryOperator *comp)
{
        return extract_comparison(comp->getOpcode(), comp->getLHS(),
                                comp->getRHS(), comp);
}

/* Extract a set of values satisfying the negation (logical not)
 * of a subexpression.
 */
__isl_give isl_set *PetScan::extract_boolean(UnaryOperator *op)
{
        isl_set *cond;

        cond = extract_condition(op->getSubExpr());

        return isl_set_complement(cond);
}

/* Extract a set of values satisfying the union (logical or)
 * or intersection (logical and) of two subexpressions.
 */
__isl_give isl_set *PetScan::extract_boolean(BinaryOperator *comp)
{
        isl_set *lhs;
        isl_set *rhs;
        isl_set *cond;

        lhs = extract_condition(comp->getLHS());
        rhs = extract_condition(comp->getRHS());

        switch (comp->getOpcode()) {
        case BO_LAnd:
                cond = isl_set_intersect(lhs, rhs);
                break;
        case BO_LOr:
                cond = isl_set_union(lhs, rhs);
                break;
        default:
                isl_set_free(lhs);
                isl_set_free(rhs);
                unsupported(comp);
                return NULL;
        }

        return cond;
}

__isl_give isl_set *PetScan::extract_condition(UnaryOperator *expr)
{
        switch (expr->getOpcode()) {
        case UO_LNot:
                return extract_boolean(expr);
        default:
                unsupported(expr);
                return NULL;
        }
}

/* Extract a set of values satisfying the condition "expr != 0".
 */
__isl_give isl_set *PetScan::extract_implicit_condition(Expr *expr)
{
        return isl_pw_aff_non_zero_set(extract_affine(expr));
}

/* Extract a set of values satisfying the condition expressed by "expr".
 *
 * If the expression doesn't look like a condition, we assume it
 * is an affine expression and return the condition "expr != 0".
 */
__isl_give isl_set *PetScan::extract_condition(Expr *expr)
{
        BinaryOperator *comp;

        if (!expr)
                return isl_set_universe(isl_space_params_alloc(ctx, 0));

        if (expr->getStmtClass() == Stmt::ParenExprClass)
                return extract_condition(cast<ParenExpr>(expr)->getSubExpr());

        if (expr->getStmtClass() == Stmt::UnaryOperatorClass)
                return extract_condition(cast<UnaryOperator>(expr));

        if (expr->getStmtClass() != Stmt::BinaryOperatorClass)
                return extract_implicit_condition(expr);

        comp = cast<BinaryOperator>(expr);
        switch (comp->getOpcode()) {
        case BO_LT:
        case BO_LE:
        case BO_GT:
        case BO_GE:
        case BO_EQ:
        case BO_NE:
                return extract_comparison(comp);
        case BO_LAnd:
        case BO_LOr:
                return extract_boolean(comp);
        default:
                return extract_implicit_condition(expr);
        }
}

static enum pet_op_type UnaryOperatorKind2pet_op_type(UnaryOperatorKind kind)
{
        switch (kind) {
        case UO_Minus:
                return pet_op_minus;
        default:
                return pet_op_last;
        }
}

static enum pet_op_type BinaryOperatorKind2pet_op_type(BinaryOperatorKind kind)
{
        switch (kind) {
        case BO_AddAssign:
                return pet_op_add_assign;
        case BO_SubAssign:
                return pet_op_sub_assign;
        case BO_MulAssign:
                return pet_op_mul_assign;
        case BO_DivAssign:
                return pet_op_div_assign;
        case BO_Assign:
                return pet_op_assign;
        case BO_Add:
                return pet_op_add;
        case BO_Sub:
                return pet_op_sub;
        case BO_Mul:
                return pet_op_mul;
        case BO_Div:
                return pet_op_div;
        case BO_EQ:
                return pet_op_eq;
        case BO_LE:
                return pet_op_le;
        case BO_LT:
                return pet_op_lt;
        case BO_GT:
                return pet_op_gt;
        default:
                return pet_op_last;
        }
}

/* Construct a pet_expr representing a unary operator expression.
 */
struct pet_expr *PetScan::extract_expr(UnaryOperator *expr)
{
        struct pet_expr *arg;
        enum pet_op_type op;

        op = UnaryOperatorKind2pet_op_type(expr->getOpcode());
        if (op == pet_op_last) {
                unsupported(expr);
                return NULL;
        }

        arg = extract_expr(expr->getSubExpr());

        return pet_expr_new_unary(ctx, op, arg);
}

/* Mark the given access pet_expr as a write.
 * If a scalar is being accessed, then mark its value
 * as unknown in assigned_value.
 */
void PetScan::mark_write(struct pet_expr *access)
{
        isl_id *id;
        ValueDecl *decl;

        access->acc.write = 1;
        access->acc.read = 0;

        if (isl_map_dim(access->acc.access, isl_dim_out) != 0)
                return;

        id = isl_map_get_tuple_id(access->acc.access, isl_dim_out);
        decl = (ValueDecl *) isl_id_get_user(id);
        assigned_value[decl] = NULL;
        isl_id_free(id);
}

/* Construct a pet_expr representing a binary operator expression.
 *
 * If the top level operator is an assignment and the LHS is an access,
 * then we mark that access as a write.  If the operator is a compound
 * assignment, the access is marked as both a read and a write.
 *
 * If "expr" assigns something to a scalar variable, then we keep track
 * of the assigned expression in assigned_value so that we can plug
 * it in when we later come across the same variable.
 */
struct pet_expr *PetScan::extract_expr(BinaryOperator *expr)
{
        struct pet_expr *lhs, *rhs;
        enum pet_op_type op;

        op = BinaryOperatorKind2pet_op_type(expr->getOpcode());
        if (op == pet_op_last) {
                unsupported(expr);
                return NULL;
        }

        lhs = extract_expr(expr->getLHS());
        rhs = extract_expr(expr->getRHS());

        if (expr->isAssignmentOp() && lhs && lhs->type == pet_expr_access) {
                mark_write(lhs);
                if (expr->isCompoundAssignmentOp())
                        lhs->acc.read = 1;
        }

        if (expr->getOpcode() == BO_Assign &&
            lhs && lhs->type == pet_expr_access &&
            isl_map_dim(lhs->acc.access, isl_dim_out) == 0) {
                isl_id *id = isl_map_get_tuple_id(lhs->acc.access, isl_dim_out);
                ValueDecl *decl = (ValueDecl *) isl_id_get_user(id);
                assigned_value[decl] = expr->getRHS();
                isl_id_free(id);
        }

        return pet_expr_new_binary(ctx, op, lhs, rhs);
}

/* Construct a pet_expr representing a conditional operation.
 */
struct pet_expr *PetScan::extract_expr(ConditionalOperator *expr)
{
        struct pet_expr *cond, *lhs, *rhs;

        cond = extract_expr(expr->getCond());
        lhs = extract_expr(expr->getTrueExpr());
        rhs = extract_expr(expr->getFalseExpr());

        return pet_expr_new_ternary(ctx, cond, lhs, rhs);
}

struct pet_expr *PetScan::extract_expr(ImplicitCastExpr *expr)
{
        return extract_expr(expr->getSubExpr());
}

/* Construct a pet_expr representing a floating point value.
 */
struct pet_expr *PetScan::extract_expr(FloatingLiteral *expr)
{
        return pet_expr_new_double(ctx, expr->getValueAsApproximateDouble());
}

/* Extract an access relation from "expr" and then convert it into
 * a pet_expr.
 */
struct pet_expr *PetScan::extract_access_expr(Expr *expr)
{
        isl_map *access;
        struct pet_expr *pe;

        switch (expr->getStmtClass()) {
        case Stmt::ArraySubscriptExprClass:
                access = extract_access(cast<ArraySubscriptExpr>(expr));
                break;
        case Stmt::DeclRefExprClass:
                access = extract_access(cast<DeclRefExpr>(expr));
                break;
        case Stmt::IntegerLiteralClass:
                access = extract_access(cast<IntegerLiteral>(expr));
                break;
        default:
                unsupported(expr);
                return NULL;
        }

        pe = pet_expr_from_access(access);

        return pe;
}

struct pet_expr *PetScan::extract_expr(ParenExpr *expr)
{
        return extract_expr(expr->getSubExpr());
}

/* Construct a pet_expr representing a function call.
 *
 * If we are passing along a pointer to an array element
 * or an entire row or even higher dimensional slice of an array,
 * then the function being called may write into the array.
 *
 * We assume here that if the function is declared to take a pointer
 * to a const type, then the function will perform a read
 * and that otherwise, it will perform a write.
 */
struct pet_expr *PetScan::extract_expr(CallExpr *expr)
{
        struct pet_expr *res = NULL;
        FunctionDecl *fd;
        string name;

        fd = expr->getDirectCallee();
        if (!fd) {
                unsupported(expr);
                return NULL;
        }

        name = fd->getDeclName().getAsString();
        res = pet_expr_new_call(ctx, name.c_str(), expr->getNumArgs());
        if (!res)
                return NULL;

        for (int i = 0; i < expr->getNumArgs(); ++i) {
                Expr *arg = expr->getArg(i);
                int is_addr = 0;

                if (arg->getStmtClass() == Stmt::ImplicitCastExprClass) {
                        ImplicitCastExpr *ice = cast<ImplicitCastExpr>(arg);
                        arg = ice->getSubExpr();
                }
                if (arg->getStmtClass() == Stmt::UnaryOperatorClass) {
                        UnaryOperator *op = cast<UnaryOperator>(arg);
                        if (op->getOpcode() == UO_AddrOf) {
                                is_addr = 1;
                                arg = op->getSubExpr();
                        }
                }
                res->args[i] = PetScan::extract_expr(arg);
                if (!res->args[i])
                        goto error;
                if (arg->getStmtClass() == Stmt::ArraySubscriptExprClass &&
                    array_depth(arg->getType().getTypePtr()) > 0)
                        is_addr = 1;
                if (is_addr && res->args[i]->type == pet_expr_access) {
                        ParmVarDecl *parm = fd->getParamDecl(i);
                        if (!const_base(parm->getType()))
                                mark_write(res->args[i]);
                }
        }

        return res;
error:
        pet_expr_free(res);
        return NULL;
}

/* Try and onstruct a pet_expr representing "expr".
 */
struct pet_expr *PetScan::extract_expr(Expr *expr)
{
        switch (expr->getStmtClass()) {
        case Stmt::UnaryOperatorClass:
                return extract_expr(cast<UnaryOperator>(expr));
        case Stmt::CompoundAssignOperatorClass:
        case Stmt::BinaryOperatorClass:
                return extract_expr(cast<BinaryOperator>(expr));
        case Stmt::ImplicitCastExprClass:
                return extract_expr(cast<ImplicitCastExpr>(expr));
        case Stmt::ArraySubscriptExprClass:
        case Stmt::DeclRefExprClass:
        case Stmt::IntegerLiteralClass:
                return extract_access_expr(expr);
        case Stmt::FloatingLiteralClass:
                return extract_expr(cast<FloatingLiteral>(expr));
        case Stmt::ParenExprClass:
                return extract_expr(cast<ParenExpr>(expr));
        case Stmt::ConditionalOperatorClass:
                return extract_expr(cast<ConditionalOperator>(expr));
        case Stmt::CallExprClass:
                return extract_expr(cast<CallExpr>(expr));
        default:
                unsupported(expr);
        }
        return NULL;
}

/* Check if the given initialization statement is an assignment.
 * If so, return that assignment.  Otherwise return NULL.
 */
BinaryOperator *PetScan::initialization_assignment(Stmt *init)
{
        BinaryOperator *ass;

        if (init->getStmtClass() != Stmt::BinaryOperatorClass)
                return NULL;

        ass = cast<BinaryOperator>(init);
        if (ass->getOpcode() != BO_Assign)
                return NULL;

        return ass;
}

/* Check if the given initialization statement is a declaration
 * of a single variable.
 * If so, return that declaration.  Otherwise return NULL.
 */
Decl *PetScan::initialization_declaration(Stmt *init)
{
        DeclStmt *decl;

        if (init->getStmtClass() != Stmt::DeclStmtClass)
                return NULL;

        decl = cast<DeclStmt>(init);

        if (!decl->isSingleDecl())
                return NULL;

        return decl->getSingleDecl();
}

/* Given the assignment operator in the initialization of a for loop,
 * extract the induction variable, i.e., the (integer)variable being
 * assigned.
 */
ValueDecl *PetScan::extract_induction_variable(BinaryOperator *init)
{
        Expr *lhs;
        DeclRefExpr *ref;
        ValueDecl *decl;
        const Type *type;

        lhs = init->getLHS();
        if (lhs->getStmtClass() != Stmt::DeclRefExprClass) {
                unsupported(init);
                return NULL;
        }

        ref = cast<DeclRefExpr>(lhs);
        decl = ref->getDecl();
        type = decl->getType().getTypePtr();

        if (!type->isIntegerType()) {
                unsupported(lhs);
                return NULL;
        }

        return decl;
}

/* Given the initialization statement of a for loop and the single
 * declaration in this initialization statement,
 * extract the induction variable, i.e., the (integer) variable being
 * declared.
 */
VarDecl *PetScan::extract_induction_variable(Stmt *init, Decl *decl)
{
        VarDecl *vd;

        vd = cast<VarDecl>(decl);

        const QualType type = vd->getType();
        if (!type->isIntegerType()) {
                unsupported(init);
                return NULL;
        }

        if (!vd->getInit()) {
                unsupported(init);
                return NULL;
        }

        return vd;
}

/* Check that op is of the form iv++ or iv--.
 * "inc" is accordingly set to 1 or -1.
 */
bool PetScan::check_unary_increment(UnaryOperator *op, clang::ValueDecl *iv,
        isl_int &inc)
{
        Expr *sub;
        DeclRefExpr *ref;

        if (!op->isIncrementDecrementOp()) {
                unsupported(op);
                return false;
        }

        if (op->isIncrementOp())
                isl_int_set_si(inc, 1);
        else
                isl_int_set_si(inc, -1);

        sub = op->getSubExpr();
        if (sub->getStmtClass() != Stmt::DeclRefExprClass) {
                unsupported(op);
                return false;
        }

        ref = cast<DeclRefExpr>(sub);
        if (ref->getDecl() != iv) {
                unsupported(op);
                return false;
        }

        return true;
}

/* If the isl_pw_aff on which isl_pw_aff_foreach_piece is called
 * has a single constant expression on a universe domain, then
 * put this constant in *user.
 */
static int extract_cst(__isl_take isl_set *set, __isl_take isl_aff *aff,
        void *user)
{
        isl_int *inc = (isl_int *)user;
        int res = 0;

        if (!isl_set_plain_is_universe(set) || !isl_aff_is_cst(aff))
                res = -1;
        else
                isl_aff_get_constant(aff, inc);

        isl_set_free(set);
        isl_aff_free(aff);

        return res;
}

/* Check if op is of the form
 *
 *      iv = iv + inc
 *
 * with inc a constant and set "inc" accordingly.
 *
 * We extract an affine expression from the RHS and the subtract iv.
 * The result should be a constant.
 */
bool PetScan::check_binary_increment(BinaryOperator *op, clang::ValueDecl *iv,
        isl_int &inc)
{
        Expr *lhs;
        DeclRefExpr *ref;
        isl_id *id;
        isl_space *dim;
        isl_aff *aff;
        isl_pw_aff *val;

        if (op->getOpcode() != BO_Assign) {
                unsupported(op);
                return false;
        }

        lhs = op->getLHS();
        if (lhs->getStmtClass() != Stmt::DeclRefExprClass) {
                unsupported(op);
                return false;
        }

        ref = cast<DeclRefExpr>(lhs);
        if (ref->getDecl() != iv) {
                unsupported(op);
                return false;
        }

        val = extract_affine(op->getRHS());

        id = isl_id_alloc(ctx, iv->getName().str().c_str(), iv);

        dim = isl_space_params_alloc(ctx, 1);
        dim = isl_space_set_dim_id(dim, isl_dim_param, 0, id);
        aff = isl_aff_zero_on_domain(isl_local_space_from_space(dim));
        aff = isl_aff_add_coefficient_si(aff, isl_dim_param, 0, 1);

        val = isl_pw_aff_sub(val, isl_pw_aff_from_aff(aff));

        if (isl_pw_aff_foreach_piece(val, &extract_cst, &inc) < 0) {
                isl_pw_aff_free(val);
                unsupported(op);
                return false;
        }

        isl_pw_aff_free(val);

        return true;
}

/* Check that op is of the form iv += cst or iv -= cst.
 * "inc" is set to cst or -cst accordingly.
 */
bool PetScan::check_compound_increment(CompoundAssignOperator *op,
        clang::ValueDecl *iv, isl_int &inc)
{
        Expr *lhs, *rhs;
        DeclRefExpr *ref;
        bool neg = false;

        BinaryOperatorKind opcode;

        opcode = op->getOpcode();
        if (opcode != BO_AddAssign && opcode != BO_SubAssign) {
                unsupported(op);
                return false;
        }
        if (opcode == BO_SubAssign)
                neg = true;

        lhs = op->getLHS();
        if (lhs->getStmtClass() != Stmt::DeclRefExprClass) {
                unsupported(op);
                return false;
        }

        ref = cast<DeclRefExpr>(lhs);
        if (ref->getDecl() != iv) {
                unsupported(op);
                return false;
        }

        rhs = op->getRHS();

        if (rhs->getStmtClass() == Stmt::UnaryOperatorClass) {
                UnaryOperator *op = cast<UnaryOperator>(rhs);
                if (op->getOpcode() != UO_Minus) {
                        unsupported(op);
                        return false;
                }

                neg = !neg;

                rhs = op->getSubExpr();
        }

        if (rhs->getStmtClass() != Stmt::IntegerLiteralClass) {
                unsupported(op);
                return false;
        }

        extract_int(cast<IntegerLiteral>(rhs), &inc);
        if (neg)
                isl_int_neg(inc, inc);

        return true;
}

/* Check that the increment of the given for loop increments
 * (or decrements) the induction variable "iv".
 * "up" is set to true if the induction variable is incremented.
 */
bool PetScan::check_increment(ForStmt *stmt, ValueDecl *iv, isl_int &v)
{
        Stmt *inc = stmt->getInc();

        if (!inc) {
                unsupported(stmt);
                return false;
        }

        if (inc->getStmtClass() == Stmt::UnaryOperatorClass)
                return check_unary_increment(cast<UnaryOperator>(inc), iv, v);
        if (inc->getStmtClass() == Stmt::CompoundAssignOperatorClass)
                return check_compound_increment(
                                cast<CompoundAssignOperator>(inc), iv, v);
        if (inc->getStmtClass() == Stmt::BinaryOperatorClass)
                return check_binary_increment(cast<BinaryOperator>(inc), iv, v);

        unsupported(inc);
        return false;
}

/* Embed the given iteration domain in an extra outer loop
 * with induction variable "var".
 * If this variable appeared as a parameter in the constraints,
 * it is replaced by the new outermost dimension.
 */
static __isl_give isl_set *embed(__isl_take isl_set *set,
        __isl_take isl_id *var)
{
        int pos;

        set = isl_set_insert_dims(set, isl_dim_set, 0, 1);
        pos = isl_set_find_dim_by_id(set, isl_dim_param, var);
        if (pos >= 0) {
                set = isl_set_equate(set, isl_dim_param, pos, isl_dim_set, 0);
                set = isl_set_project_out(set, isl_dim_param, pos, 1);
        }

        isl_id_free(var);
        return set;
}

/* Construct a pet_scop for an infinite loop around the given body.
 *
 * We extract a pet_scop for the body and then embed it in a loop with
 * iteration domain
 *
 *      { [t] : t >= 0 }
 *
 * and schedule
 *
 *      { [t] -> [t] }
 */
struct pet_scop *PetScan::extract_infinite_loop(Stmt *body)
{
        isl_id *id;
        isl_space *dim;
        isl_set *domain;
        isl_map *sched;
        struct pet_scop *scop;

        scop = extract(body);
        if (!scop)
                return NULL;

        id = isl_id_alloc(ctx, "t", NULL);
        domain = isl_set_nat_universe(isl_space_set_alloc(ctx, 0, 1));
        domain = isl_set_set_dim_id(domain, isl_dim_set, 0, isl_id_copy(id));
        dim = isl_space_from_domain(isl_set_get_space(domain));
        dim = isl_space_add_dims(dim, isl_dim_out, 1);
        sched = isl_map_universe(dim);
        sched = isl_map_equate(sched, isl_dim_in, 0, isl_dim_out, 0);
        scop = pet_scop_embed(scop, domain, sched, id);

        return scop;
}

/* Construct a pet_scop for an infinite loop, i.e., a loop of the form
 *
 *      for (;;)
 *              body
 *
 */
struct pet_scop *PetScan::extract_infinite_for(ForStmt *stmt)
{
        return extract_infinite_loop(stmt->getBody());
}

/* Check if the while loop is of the form
 *
 *      while (1)
 *              body
 *
 * If so, construct a scop for an infinite loop around body.
 * Otherwise, fail.
 */
struct pet_scop *PetScan::extract(WhileStmt *stmt)
{
        Expr *cond;
        isl_set *set;
        int is_universe;

        cond = stmt->getCond();
        if (!cond) {
                unsupported(stmt);
                return NULL;
        }

        set = extract_condition(cond);
        is_universe = isl_set_plain_is_universe(set);
        isl_set_free(set);

        if (!is_universe) {
                unsupported(stmt);
                return NULL;
        }

        return extract_infinite_loop(stmt->getBody());
}

/* Check whether "cond" expresses a simple loop bound
 * on the only set dimension.
 * In particular, if "up" is set then "cond" should contain only
 * upper bounds on the set dimension.
 * Otherwise, it should contain only lower bounds.
 */
static bool is_simple_bound(__isl_keep isl_set *cond, isl_int inc)
{
        if (isl_int_is_pos(inc))
                return !isl_set_dim_has_lower_bound(cond, isl_dim_set, 0);
        else
                return !isl_set_dim_has_upper_bound(cond, isl_dim_set, 0);
}

/* Extend a condition on a given iteration of a loop to one that
 * imposes the same condition on all previous iterations.
 * "domain" expresses the lower [upper] bound on the iterations
 * when inc is positive [negative].
 *
 * In particular, we construct the condition (when inc is positive)
 *
 *      forall i' : (domain(i') and i' <= i) => cond(i')
 *
 * which is equivalent to
 *
 *      not exists i' : domain(i') and i' <= i and not cond(i')
 *
 * We construct this set by negating cond, applying a map
 *
 *      { [i'] -> [i] : domain(i') and i' <= i }
 *
 * and then negating the result again.
 */
static __isl_give isl_set *valid_for_each_iteration(__isl_take isl_set *cond,
        __isl_take isl_set *domain, isl_int inc)
{
        isl_map *previous_to_this;

        if (isl_int_is_pos(inc))
                previous_to_this = isl_map_lex_le(isl_set_get_space(domain));
        else
                previous_to_this = isl_map_lex_ge(isl_set_get_space(domain));

        previous_to_this = isl_map_intersect_domain(previous_to_this, domain);

        cond = isl_set_complement(cond);
        cond = isl_set_apply(cond, previous_to_this);
        cond = isl_set_complement(cond);

        return cond;
}

/* Construct a domain of the form
 *
 * [id] -> { [] : exists a: id = init + a * inc and a >= 0 }
 */
static __isl_give isl_set *strided_domain(__isl_take isl_id *id,
        __isl_take isl_pw_aff *init, isl_int inc)
{
        isl_aff *aff;
        isl_space *dim;
        isl_set *set;

        init = isl_pw_aff_insert_dims(init, isl_dim_in, 0, 1);
        dim = isl_pw_aff_get_domain_space(init);
        aff = isl_aff_zero_on_domain(isl_local_space_from_space(dim));
        aff = isl_aff_add_coefficient(aff, isl_dim_in, 0, inc);
        init = isl_pw_aff_add(init, isl_pw_aff_from_aff(aff));

        dim = isl_space_set_alloc(isl_pw_aff_get_ctx(init), 1, 1);
        dim = isl_space_set_dim_id(dim, isl_dim_param, 0, id);
        aff = isl_aff_zero_on_domain(isl_local_space_from_space(dim));
        aff = isl_aff_add_coefficient_si(aff, isl_dim_param, 0, 1);

        set = isl_pw_aff_eq_set(isl_pw_aff_from_aff(aff), init);

        set = isl_set_lower_bound_si(set, isl_dim_set, 0, 0);

        return isl_set_project_out(set, isl_dim_set, 0, 1);
}

static unsigned get_type_size(ValueDecl *decl)
{
        return decl->getASTContext().getIntWidth(decl->getType());
}

/* Assuming "cond" represents a simple bound on a loop where the loop
 * iterator "iv" is incremented (or decremented) by one, check if wrapping
 * is possible.
 *
 * Under the given assumptions, wrapping is only possible if "cond" allows
 * for the last value before wrapping, i.e., 2^width - 1 in case of an
 * increasing iterator and 0 in case of a decreasing iterator.
 */
static bool can_wrap(__isl_keep isl_set *cond, ValueDecl *iv, isl_int inc)
{
        bool cw;
        isl_int limit;
        isl_set *test;

        test = isl_set_copy(cond);

        isl_int_init(limit);
        if (isl_int_is_neg(inc))
                isl_int_set_si(limit, 0);
        else {
                isl_int_set_si(limit, 1);
                isl_int_mul_2exp(limit, limit, get_type_size(iv));
                isl_int_sub_ui(limit, limit, 1);
        }

        test = isl_set_fix(cond, isl_dim_set, 0, limit);
        cw = !isl_set_is_empty(test);
        isl_set_free(test);

        isl_int_clear(limit);

        return cw;
}

/* Given a one-dimensional space, construct the following mapping on this
 * space
 *
 *      { [v] -> [v mod 2^width] }
 *
 * where width is the number of bits used to represent the values
 * of the unsigned variable "iv".
 */
static __isl_give isl_map *compute_wrapping(__isl_take isl_space *dim,
        ValueDecl *iv)
{
        isl_int mod;
        isl_aff *aff;
        isl_map *map;

        isl_int_init(mod);
        isl_int_set_si(mod, 1);
        isl_int_mul_2exp(mod, mod, get_type_size(iv));

        aff = isl_aff_zero_on_domain(isl_local_space_from_space(dim));
        aff = isl_aff_add_coefficient_si(aff, isl_dim_in, 0, 1);
        aff = isl_aff_mod(aff, mod);

        isl_int_clear(mod);

        return isl_map_from_basic_map(isl_basic_map_from_aff(aff));
        map = isl_map_reverse(map);
}

/* Construct a pet_scop for a for statement.
 * The for loop is required to be of the form
 *
 *      for (i = init; condition; ++i)
 *
 * or
 *
 *      for (i = init; condition; --i)
 *
 * The initialization of the for loop should either be an assignment
 * to an integer variable, or a declaration of such a variable with
 * initialization.
 *
 * The condition is allowed to contain nested accesses, provided
 * they are not being written to inside the body of the loop.
 *
 * We extract a pet_scop for the body and then embed it in a loop with
 * iteration domain and schedule
 *
 *      { [i] : i >= init and condition' }
 *      { [i] -> [i] }
 *
 * or
 *
 *      { [i] : i <= init and condition' }
 *      { [i] -> [-i] }
 *
 * Where condition' is equal to condition if the latter is
 * a simple upper [lower] bound and a condition that is extended
 * to apply to all previous iterations otherwise.
 *
 * If the stride of the loop is not 1, then "i >= init" is replaced by
 *
 *      (exists a: i = init + stride * a and a >= 0)
 *
 * If the loop iterator i is unsigned, then wrapping may occur.
 * During the computation, we work with a virtual iterator that
 * does not wrap.  However, the condition in the code applies
 * to the wrapped value, so we need to change condition(i)
 * into condition([i % 2^width]).
 * After computing the virtual domain and schedule, we apply
 * the function { [v] -> [v % 2^width] } to the domain and the domain
 * of the schedule.  In order not to lose any information, we also
 * need to intersect the domain of the schedule with the virtual domain
 * first, since some iterations in the wrapped domain may be scheduled
 * several times, typically an infinite number of times.
 * Note that there is no need to perform this final wrapping
 * if the loop condition (after wrapping) is simple.
 *
 * Wrapping on unsigned iterators can be avoided entirely if
 * loop condition is simple, the loop iterator is incremented
 * [decremented] by one and the last value before wrapping cannot
 * possibly satisfy the loop condition.
 *
 * Before extracting a pet_scop from the body we remove all
 * assignments in assigned_value to variables that are assigned
 * somewhere in the body of the loop.
 */
struct pet_scop *PetScan::extract_for(ForStmt *stmt)
{
        BinaryOperator *ass;
        Decl *decl;
        Stmt *init;
        Expr *lhs, *rhs;
        ValueDecl *iv;
        isl_space *dim;
        isl_set *domain;
        isl_map *sched;
        isl_set *cond = NULL;
        isl_id *id;
        struct pet_scop *scop;
        assigned_value_cache cache(assigned_value);
        isl_int inc;
        bool is_one;
        bool is_unsigned;
        bool is_simple;
        isl_map *wrap = NULL;

        if (!stmt->getInit() && !stmt->getCond() && !stmt->getInc())
                return extract_infinite_for(stmt);

        init = stmt->getInit();
        if (!init) {
                unsupported(stmt);
                return NULL;
        }
        if ((ass = initialization_assignment(init)) != NULL) {
                iv = extract_induction_variable(ass);
                if (!iv)
                        return NULL;
                lhs = ass->getLHS();
                rhs = ass->getRHS();
        } else if ((decl = initialization_declaration(init)) != NULL) {
                VarDecl *var = extract_induction_variable(init, decl);
                if (!var)
                        return NULL;
                iv = var;
                rhs = var->getInit();
                lhs = DeclRefExpr::Create(iv->getASTContext(),
                        var->getQualifierLoc(), iv, var->getInnerLocStart(),
                        var->getType(), VK_LValue);
        } else {
                unsupported(stmt->getInit());
                return NULL;
        }

        isl_int_init(inc);
        if (!check_increment(stmt, iv, inc)) {
                isl_int_clear(inc);
                return NULL;
        }

        is_unsigned = iv->getType()->isUnsignedIntegerType();

        assigned_value.erase(iv);
        clear_assignments clear(assigned_value);
        clear.TraverseStmt(stmt->getBody());

        id = isl_id_alloc(ctx, iv->getName().str().c_str(), iv);

        is_one = isl_int_is_one(inc) || isl_int_is_negone(inc);
        if (is_one)
                domain = extract_comparison(isl_int_is_pos(inc) ? BO_GE : BO_LE,
                                lhs, rhs, init);
        else {
                isl_pw_aff *lb = extract_affine(rhs);
                domain = strided_domain(isl_id_copy(id), lb, inc);
        }

        scop = extract(stmt->getBody());

        cond = try_extract_nested_condition(stmt->getCond());
        if (cond && !is_nested_allowed(cond, scop)) {
                isl_set_free(cond);
                cond = NULL;
        }

        if (!cond)
                cond = extract_condition(stmt->getCond());
        cond = embed(cond, isl_id_copy(id));
        domain = embed(domain, isl_id_copy(id));
        is_simple = is_simple_bound(cond, inc);
        if (is_unsigned &&
            (!is_simple || !is_one || can_wrap(cond, iv, inc))) {
                wrap = compute_wrapping(isl_set_get_space(cond), iv);
                cond = isl_set_apply(cond, isl_map_reverse(isl_map_copy(wrap)));
                is_simple = is_simple && is_simple_bound(cond, inc);
        }
        if (!is_simple)
                cond = valid_for_each_iteration(cond,
                                                isl_set_copy(domain), inc);
        domain = isl_set_intersect(domain, cond);
        domain = isl_set_set_dim_id(domain, isl_dim_set, 0, isl_id_copy(id));
        dim = isl_space_from_domain(isl_set_get_space(domain));
        dim = isl_space_add_dims(dim, isl_dim_out, 1);
        sched = isl_map_universe(dim);
        if (isl_int_is_pos(inc))
                sched = isl_map_equate(sched, isl_dim_in, 0, isl_dim_out, 0);
        else
                sched = isl_map_oppose(sched, isl_dim_in, 0, isl_dim_out, 0);

        if (is_unsigned && !is_simple) {
                wrap = isl_map_set_dim_id(wrap,
                                            isl_dim_out, 0, isl_id_copy(id));
                sched = isl_map_intersect_domain(sched, isl_set_copy(domain));
                domain = isl_set_apply(domain, isl_map_copy(wrap));
                sched = isl_map_apply_domain(sched, wrap);
        } else
                isl_map_free(wrap);

        scop = pet_scop_embed(scop, domain, sched, id);
        scop = resolve_nested(scop);
        assigned_value[iv] = NULL;

        isl_int_clear(inc);
        return scop;
}

struct pet_scop *PetScan::extract(CompoundStmt *stmt)
{
        return extract(stmt->children());
}

/* Does "id" refer to a nested access?
 */
static bool is_nested_parameter(__isl_keep isl_id *id)
{
        return id && isl_id_get_user(id) && !isl_id_get_name(id);
}

/* Does parameter "pos" of "space" refer to a nested access?
 */
static bool is_nested_parameter(__isl_keep isl_space *space, int pos)
{
        bool nested;
        isl_id *id;

        id = isl_space_get_dim_id(space, isl_dim_param, pos);
        nested = is_nested_parameter(id);
        isl_id_free(id);

        return nested;
}

/* Does parameter "pos" of "map" refer to a nested access?
 */
static bool is_nested_parameter(__isl_keep isl_map *map, int pos)
{
        bool nested;
        isl_id *id;

        id = isl_map_get_dim_id(map, isl_dim_param, pos);
        nested = is_nested_parameter(id);
        isl_id_free(id);

        return nested;
}

/* How many parameters of "space" refer to nested accesses, i.e., have no name?
 */
static int n_nested_parameter(__isl_keep isl_space *space)
{
        int n = 0;
        int nparam;

        nparam = isl_space_dim(space, isl_dim_param);
        for (int i = 0; i < nparam; ++i)
                if (is_nested_parameter(space, i))
                        ++n;

        return n;
}

/* How many parameters of "map" refer to nested accesses, i.e., have no name?
 */
static int n_nested_parameter(__isl_keep isl_map *map)
{
        isl_space *space;
        int n;

        space = isl_map_get_space(map);
        n = n_nested_parameter(space);
        isl_space_free(space);

        return n;
}

/* For each nested access parameter in "space",
 * construct a corresponding pet_expr, place it in args and
 * record its position in "param2pos".
 * "n_arg" is the number of elements that are already in args.
 * The position recorded in "param2pos" takes this number into account.
 * If the pet_expr corresponding to a parameter is identical to
 * the pet_expr corresponding to an earlier parameter, then these two
 * parameters are made to refer to the same element in args.
 *
 * Return the final number of elements in args or -1 if an error has occurred.
 */
int PetScan::extract_nested(__isl_keep isl_space *space,
        int n_arg, struct pet_expr **args, std::map<int,int> &param2pos)
{
        int nparam;

        nparam = isl_space_dim(space, isl_dim_param);
        for (int i = 0; i < nparam; ++i) {
                int j;
                isl_id *id = isl_space_get_dim_id(space, isl_dim_param, i);
                Expr *nested;

                if (!is_nested_parameter(id)) {
                        isl_id_free(id);
                        continue;
                }

                nested = (Expr *) isl_id_get_user(id);
                args[n_arg] = extract_expr(nested);
                if (!args[n_arg])
                        return -1;

                for (j = 0; j < n_arg; ++j)
                        if (pet_expr_is_equal(args[j], args[n_arg]))
                                break;

                if (j < n_arg) {
                        pet_expr_free(args[n_arg]);
                        args[n_arg] = NULL;
                        param2pos[i] = j;
                } else
                        param2pos[i] = n_arg++;

                isl_id_free(id);
        }

        return n_arg;
}

/* For each nested access parameter in the access relations in "expr",
 * construct a corresponding pet_expr, place it in expr->args and
 * record its position in "param2pos".
 * n is the number of nested access parameters.
 */
struct pet_expr *PetScan::extract_nested(struct pet_expr *expr, int n,
        std::map<int,int> &param2pos)
{
        isl_space *space;

        expr->args = isl_calloc_array(ctx, struct pet_expr *, n);
        expr->n_arg = n;
        if (!expr->args)
                goto error;

        space = isl_map_get_space(expr->acc.access);
        n = extract_nested(space, 0, expr->args, param2pos);
        isl_space_free(space);

        if (n < 0)
                goto error;

        expr->n_arg = n;
        return expr;
error:
        pet_expr_free(expr);
        return NULL;
}

/* Look for parameters in any access relation in "expr" that
 * refer to nested accesses.  In particular, these are
 * parameters with no name.
 *
 * If there are any such parameters, then the domain of the access
 * relation, which is still [] at this point, is replaced by
 * [[] -> [t_1,...,t_n]], with n the number of these parameters
 * (after identifying identical nested accesses).
 * The parameters are then equated to the corresponding t dimensions
 * and subsequently projected out.
 * param2pos maps the position of the parameter to the position
 * of the corresponding t dimension.
 */
struct pet_expr *PetScan::resolve_nested(struct pet_expr *expr)
{
        int n;
        int nparam;
        int n_in;
        isl_space *dim;
        isl_map *map;
        std::map<int,int> param2pos;

        if (!expr)
                return expr;

        for (int i = 0; i < expr->n_arg; ++i) {
                expr->args[i] = resolve_nested(expr->args[i]);
                if (!expr->args[i]) {
                        pet_expr_free(expr);
                        return NULL;
                }
        }

        if (expr->type != pet_expr_access)
                return expr;

        n = n_nested_parameter(expr->acc.access);
        if (n == 0)
                return expr;

        expr = extract_nested(expr, n, param2pos);
        if (!expr)
                return NULL;

        n = expr->n_arg;
        nparam = isl_map_dim(expr->acc.access, isl_dim_param);
        n_in = isl_map_dim(expr->acc.access, isl_dim_in);
        dim = isl_map_get_space(expr->acc.access);
        dim = isl_space_domain(dim);
        dim = isl_space_from_domain(dim);
        dim = isl_space_add_dims(dim, isl_dim_out, n);
        map = isl_map_universe(dim);
        map = isl_map_domain_map(map);
        map = isl_map_reverse(map);
        expr->acc.access = isl_map_apply_domain(expr->acc.access, map);

        for (int i = nparam - 1; i >= 0; --i) {
                isl_id *id = isl_map_get_dim_id(expr->acc.access,
                                                isl_dim_param, i);
                if (!is_nested_parameter(id)) {
                        isl_id_free(id);
                        continue;
                }

                expr->acc.access = isl_map_equate(expr->acc.access,
                                        isl_dim_param, i, isl_dim_in,
                                        n_in + param2pos[i]);
                expr->acc.access = isl_map_project_out(expr->acc.access,
                                        isl_dim_param, i, 1);

                isl_id_free(id);
        }

        return expr;
error:
        pet_expr_free(expr);
        return NULL;
}

/* Convert a top-level pet_expr to a pet_scop with one statement.
 * This mainly involves resolving nested expression parameters
 * and setting the name of the iteration space.
 * The name is given by "label" if it is non-NULL.  Otherwise,
 * it is of the form S_<n_stmt>.
 */
struct pet_scop *PetScan::extract(Stmt *stmt, struct pet_expr *expr,
        __isl_take isl_id *label)
{
        struct pet_stmt *ps;
        SourceLocation loc = stmt->getLocStart();
        int line = PP.getSourceManager().getExpansionLineNumber(loc);

        expr = resolve_nested(expr);
        ps = pet_stmt_from_pet_expr(ctx, line, label, n_stmt++, expr);
        return pet_scop_from_pet_stmt(ctx, ps);
}

/* Check whether "expr" is an affine expression.
 * We turn on autodetection so that we won't generate any warnings
 * and turn off nesting, so that we won't accept any non-affine constructs.
 */
bool PetScan::is_affine(Expr *expr)
{
        isl_pw_aff *pwaff;
        int save_autodetect = autodetect;
        bool save_nesting = nesting_enabled;

        autodetect = 1;
        nesting_enabled = false;

        pwaff = extract_affine(expr);
        isl_pw_aff_free(pwaff);

        autodetect = save_autodetect;
        nesting_enabled = save_nesting;

        return pwaff != NULL;
}

/* Check whether "expr" is an affine constraint.
 * We turn on autodetection so that we won't generate any warnings
 * and turn off nesting, so that we won't accept any non-affine constructs.
 */
bool PetScan::is_affine_condition(Expr *expr)
{
        isl_set *set;
        int save_autodetect = autodetect;
        bool save_nesting = nesting_enabled;

        autodetect = 1;
        nesting_enabled = false;

        set = extract_condition(expr);
        isl_set_free(set);

        autodetect = save_autodetect;
        nesting_enabled = save_nesting;

        return set != NULL;
}

/* Check if we can extract a condition from "expr".
 * Return the condition as an isl_set if we can and NULL otherwise.
 * If allow_nested is set, then the condition may involve parameters
 * corresponding to nested accesses.
 * We turn on autodetection so that we won't generate any warnings.
 */
__isl_give isl_set *PetScan::try_extract_nested_condition(Expr *expr)
{
        isl_set *set;
        int save_autodetect = autodetect;
        bool save_nesting = nesting_enabled;

        autodetect = 1;
        nesting_enabled = allow_nested;
        set = extract_condition(expr);

        autodetect = save_autodetect;
        nesting_enabled = save_nesting;

        return set;
}

/* If the top-level expression of "stmt" is an assignment, then
 * return that assignment as a BinaryOperator.
 * Otherwise return NULL.
 */
static BinaryOperator *top_assignment_or_null(Stmt *stmt)
{
        BinaryOperator *ass;

        if (!stmt)
                return NULL;
        if (stmt->getStmtClass() != Stmt::BinaryOperatorClass)
                return NULL;

        ass = cast<BinaryOperator>(stmt);
        if(ass->getOpcode() != BO_Assign)
                return NULL;

        return ass;
}

/* Check if the given if statement is a conditional assignement
 * with a non-affine condition.  If so, construct a pet_scop
 * corresponding to this conditional assignment.  Otherwise return NULL.
 *
 * In particular we check if "stmt" is of the form
 *
 *      if (condition)
 *              a = f(...);
 *      else
 *              a = g(...);
 *
 * where a is some array or scalar access.
 * The constructed pet_scop then corresponds to the expression
 *
 *      a = condition ? f(...) : g(...)
 *
 * All access relations in f(...) are intersected with condition
 * while all access relation in g(...) are intersected with the complement.
 */
struct pet_scop *PetScan::extract_conditional_assignment(IfStmt *stmt)
{
        BinaryOperator *ass_then, *ass_else;
        isl_map *write_then, *write_else;
        isl_set *cond, *comp;
        isl_map *map, *map_true, *map_false;
        int equal;
        struct pet_expr *pe_cond, *pe_then, *pe_else, *pe, *pe_write;
        bool save_nesting = nesting_enabled;

        ass_then = top_assignment_or_null(stmt->getThen());
        ass_else = top_assignment_or_null(stmt->getElse());

        if (!ass_then || !ass_else)
                return NULL;

        if (is_affine_condition(stmt->getCond()))
                return NULL;

        write_then = extract_access(ass_then->getLHS());
        write_else = extract_access(ass_else->getLHS());

        equal = isl_map_is_equal(write_then, write_else);
        isl_map_free(write_else);
        if (equal < 0 || !equal) {
                isl_map_free(write_then);
                return NULL;
        }

        nesting_enabled = allow_nested;
        cond = extract_condition(stmt->getCond());
        nesting_enabled = save_nesting;
        comp = isl_set_complement(isl_set_copy(cond));
        map_true = isl_map_from_domain(isl_set_from_params(isl_set_copy(cond)));
        map_true = isl_map_add_dims(map_true, isl_dim_out, 1);
        map_true = isl_map_fix_si(map_true, isl_dim_out, 0, 1);
        map_false = isl_map_from_domain(isl_set_from_params(isl_set_copy(comp)));
        map_false = isl_map_add_dims(map_false, isl_dim_out, 1);
        map_false = isl_map_fix_si(map_false, isl_dim_out, 0, 0);
        map = isl_map_union_disjoint(map_true, map_false);

        pe_cond = pet_expr_from_access(map);

        pe_then = extract_expr(ass_then->getRHS());
        pe_then = pet_expr_restrict(pe_then, cond);
        pe_else = extract_expr(ass_else->getRHS());
        pe_else = pet_expr_restrict(pe_else, comp);

        pe = pet_expr_new_ternary(ctx, pe_cond, pe_then, pe_else);
        pe_write = pet_expr_from_access(write_then);
        if (pe_write) {
                pe_write->acc.write = 1;
                pe_write->acc.read = 0;
        }
        pe = pet_expr_new_binary(ctx, pet_op_assign, pe_write, pe);
        return extract(stmt, pe);
}

/* Create an access to a virtual array representing the result
 * of a condition.
 * Unlike other accessed data, the id of the array is NULL as
 * there is no ValueDecl in the program corresponding to the virtual
 * array.
 * The array starts out as a scalar, but grows along with the
 * statement writing to the array in pet_scop_embed.
 */
static __isl_give isl_map *create_test_access(isl_ctx *ctx, int test_nr)
{
        isl_space *dim = isl_space_alloc(ctx, 0, 0, 0);
        isl_id *id;
        char name[50];

        snprintf(name, sizeof(name), "__pet_test_%d", test_nr);
        id = isl_id_alloc(ctx, name, NULL);
        dim = isl_space_set_tuple_id(dim, isl_dim_out, id);
        return isl_map_universe(dim);
}

/* Create a pet_scop with a single statement evaluating "cond"
 * and writing the result to a virtual scalar, as expressed by
 * "access".
 */
struct pet_scop *PetScan::extract_non_affine_condition(Expr *cond,
        __isl_take isl_map *access)
{
        struct pet_expr *expr, *write;
        struct pet_stmt *ps;
        SourceLocation loc = cond->getLocStart();
        int line = PP.getSourceManager().getExpansionLineNumber(loc);

        write = pet_expr_from_access(access);
        if (write) {
                write->acc.write = 1;
                write->acc.read = 0;
        }
        expr = extract_expr(cond);
        expr = pet_expr_new_binary(ctx, pet_op_assign, write, expr);
        ps = pet_stmt_from_pet_expr(ctx, line, NULL, n_stmt++, expr);
        return pet_scop_from_pet_stmt(ctx, ps);
}

/* Add an array with the given extend ("access") to the list
 * of arrays in "scop" and return the extended pet_scop.
 * The array is marked as attaining values 0 and 1 only.
 */
static struct pet_scop *scop_add_array(struct pet_scop *scop,
        __isl_keep isl_map *access)
{
        isl_ctx *ctx = isl_map_get_ctx(access);
        isl_space *dim;
        struct pet_array **arrays;
        struct pet_array *array;

        if (!scop)
                return NULL;
        if (!ctx)
                goto error;

        arrays = isl_realloc_array(ctx, scop->arrays, struct pet_array *,
                                    scop->n_array + 1);
        if (!arrays)
                goto error;
        scop->arrays = arrays;

        array = isl_calloc_type(ctx, struct pet_array);
        if (!array)
                goto error;

        array->extent = isl_map_range(isl_map_copy(access));
        dim = isl_space_params_alloc(ctx, 0);
        array->context = isl_set_universe(dim);
        dim = isl_space_set_alloc(ctx, 0, 1);
        array->value_bounds = isl_set_universe(dim);
        array->value_bounds = isl_set_lower_bound_si(array->value_bounds,
                                                isl_dim_set, 0, 0);
        array->value_bounds = isl_set_upper_bound_si(array->value_bounds,
                                                isl_dim_set, 0, 1);
        array->element_type = strdup("int");

        scop->arrays[scop->n_array] = array;
        scop->n_array++;

        if (!array->extent || !array->context)
                goto error;

        return scop;
error:
        pet_scop_free(scop);
        return NULL;
}

extern "C" {
        static __isl_give isl_map *embed_access(__isl_take isl_map *access,
                void *user);
}

/* Apply the map pointed to by "user" to the domain of the access 
 * relation, thereby embedding it in the range of the map.
 * The domain of both relations is the zero-dimensional domain.
 */
static __isl_give isl_map *embed_access(__isl_take isl_map *access, void *user)
{
        isl_map *map = (isl_map *) user;

        return isl_map_apply_domain(access, isl_map_copy(map));
}

/* Apply "map" to all access relations in "expr".
 */
static struct pet_expr *embed(struct pet_expr *expr, __isl_keep isl_map *map)
{
        return pet_expr_foreach_access(expr, &embed_access, map);
}

/* How many parameters of "set" refer to nested accesses, i.e., have no name?
 */
static int n_nested_parameter(__isl_keep isl_set *set)
{
        isl_space *space;
        int n;

        space = isl_set_get_space(set);
        n = n_nested_parameter(space);
        isl_space_free(space);

        return n;
}

/* Remove all parameters from "map" that refer to nested accesses.
 */
static __isl_give isl_map *remove_nested_parameters(__isl_take isl_map *map)
{
        int nparam;
        isl_space *space;

        space = isl_map_get_space(map);
        nparam = isl_space_dim(space, isl_dim_param);
        for (int i = nparam - 1; i >= 0; --i)
                if (is_nested_parameter(space, i))
                        map = isl_map_project_out(map, isl_dim_param, i, 1);
        isl_space_free(space);

        return map;
}

extern "C" {
        static __isl_give isl_map *access_remove_nested_parameters(
                __isl_take isl_map *access, void *user);
}

static __isl_give isl_map *access_remove_nested_parameters(
        __isl_take isl_map *access, void *user)
{
        return remove_nested_parameters(access);
}

/* Remove all nested access parameters from the schedule and all
 * accesses of "stmt".
 * There is no need to remove them from the domain as these parameters
 * have already been removed from the domain when this function is called.
 */
static struct pet_stmt *remove_nested_parameters(struct pet_stmt *stmt)
{
        if (!stmt)
                return NULL;
        stmt->schedule = remove_nested_parameters(stmt->schedule);
        stmt->body = pet_expr_foreach_access(stmt->body,
                            &access_remove_nested_parameters, NULL);
        if (!stmt->schedule || !stmt->body)
                goto error;
        for (int i = 0; i < stmt->n_arg; ++i) {
                stmt->args[i] = pet_expr_foreach_access(stmt->args[i],
                            &access_remove_nested_parameters, NULL);
                if (!stmt->args[i])
                        goto error;
        }

        return stmt;
error:
        pet_stmt_free(stmt);
        return NULL;
}

/* For each nested access parameter in the domain of "stmt",
 * construct a corresponding pet_expr, place it in stmt->args and
 * record its position in "param2pos".
 * n is the number of nested access parameters.
 */
struct pet_stmt *PetScan::extract_nested(struct pet_stmt *stmt, int n,
        std::map<int,int> &param2pos)
{
        isl_space *space;
        unsigned n_arg;
        struct pet_expr **args;

        n_arg = stmt->n_arg;
        args = isl_realloc_array(ctx, stmt->args, struct pet_expr *, n_arg + n);
        if (!args)
                goto error;
        stmt->args = args;
        stmt->n_arg += n;

        space = isl_set_get_space(stmt->domain);
        n = extract_nested(space, n_arg, stmt->args, param2pos);
        isl_space_free(space);

        if (n < 0)
                goto error;

        stmt->n_arg = n;
        return stmt;
error:
        pet_stmt_free(stmt);
        return NULL;
}

/* Look for parameters in the iteration domain of "stmt" taht
 * refer to nested accesses.  In particular, these are
 * parameters with no name.
 *
 * If there are any such parameters, then as many extra variables
 * (after identifying identical nested accesses) are added to the
 * range of the map wrapped inside the domain.
 * If the original domain is not a wrapped map, then a new wrapped
 * map is created with zero output dimensions.
 * The parameters are then equated to the corresponding output dimensions
 * and subsequently projected out, from the iteration domain,
 * the schedule and the access relations.
 * For each of the output dimensions, a corresponding argument
 * expression is added.  Initially they are created with
 * a zero-dimensional domain, so they have to be embedded
 * in the current iteration domain.
 * param2pos maps the position of the parameter to the position
 * of the corresponding output dimension in the wrapped map.
 */
struct pet_stmt *PetScan::resolve_nested(struct pet_stmt *stmt)
{
        int n;
        int nparam;
        unsigned n_arg;
        isl_map *map;
        std::map<int,int> param2pos;

        if (!stmt)
                return NULL;

        n = n_nested_parameter(stmt->domain);
        if (n == 0)
                return stmt;

        n_arg = stmt->n_arg;
        stmt = extract_nested(stmt, n, param2pos);
        if (!stmt)
                return NULL;

        n = stmt->n_arg - n_arg;
        nparam = isl_set_dim(stmt->domain, isl_dim_param);
        if (isl_set_is_wrapping(stmt->domain))
                map = isl_set_unwrap(stmt->domain);
        else
                map = isl_map_from_domain(stmt->domain);
        map = isl_map_add_dims(map, isl_dim_out, n);

        for (int i = nparam - 1; i >= 0; --i) {
                isl_id *id;

                if (!is_nested_parameter(map, i))
                        continue;

                id = isl_map_get_tuple_id(stmt->args[param2pos[i]]->acc.access,
                                            isl_dim_out);
                map = isl_map_set_dim_id(map, isl_dim_out, param2pos[i], id);
                map = isl_map_equate(map, isl_dim_param, i, isl_dim_out,
                                        param2pos[i]);
                map = isl_map_project_out(map, isl_dim_param, i, 1);
        }

        stmt->domain = isl_map_wrap(map);

        map = isl_set_unwrap(isl_set_copy(stmt->domain));
        map = isl_map_from_range(isl_map_domain(map));
        for (int pos = n_arg; pos < stmt->n_arg; ++pos)
                stmt->args[pos] = embed(stmt->args[pos], map);
        isl_map_free(map);

        stmt = remove_nested_parameters(stmt);

        return stmt;
error:
        pet_stmt_free(stmt);
        return NULL;
}

/* For each statement in "scop", move the parameters that correspond
 * to nested access into the ranges of the domains and create
 * corresponding argument expressions.
 */
struct pet_scop *PetScan::resolve_nested(struct pet_scop *scop)
{
        if (!scop)
                return NULL;

        for (int i = 0; i < scop->n_stmt; ++i) {
                scop->stmts[i] = resolve_nested(scop->stmts[i]);
                if (!scop->stmts[i])
                        goto error;
        }

        return scop;
error:
        pet_scop_free(scop);
        return NULL;
}

/* Does "space" involve any parameters that refer to nested
 * accesses, i.e., parameters with no name?
 */
static bool has_nested(__isl_keep isl_space *space)
{
        int nparam;

        nparam = isl_space_dim(space, isl_dim_param);
        for (int i = 0; i < nparam; ++i)
                if (is_nested_parameter(space, i))
                        return true;

        return false;
}

/* Does "set" involve any parameters that refer to nested
 * accesses, i.e., parameters with no name?
 */
static bool has_nested(__isl_keep isl_set *set)
{
        isl_space *space;
        bool nested;

        space = isl_set_get_space(set);
        nested = has_nested(space);
        isl_space_free(space);

        return nested;
}

/* Given an access expression "expr", is the variable accessed by
 * "expr" assigned anywhere inside "scop"?
 */
static bool is_assigned(pet_expr *expr, pet_scop *scop)
{
        bool assigned = false;
        isl_id *id;

        id = isl_map_get_tuple_id(expr->acc.access, isl_dim_out);
        assigned = pet_scop_writes(scop, id);
        isl_id_free(id);

        return assigned;
}

/* Are all nested access parameters in "set" allowed given "scop".
 * In particular, is none of them written by anywhere inside "scop".
 */
bool PetScan::is_nested_allowed(__isl_keep isl_set *set, pet_scop *scop)
{
        int nparam;

        nparam = isl_set_dim(set, isl_dim_param);
        for (int i = 0; i < nparam; ++i) {
                Expr *nested;
                isl_id *id = isl_set_get_dim_id(set, isl_dim_param, i);
                pet_expr *expr;
                bool allowed;

                if (!is_nested_parameter(id)) {
                        isl_id_free(id);
                        continue;
                }

                nested = (Expr *) isl_id_get_user(id);
                expr = extract_expr(nested);
                allowed = expr && expr->type == pet_expr_access &&
                            !is_assigned(expr, scop);

                pet_expr_free(expr);
                isl_id_free(id);

                if (!allowed)
                        return false;
        }

        return true;
}

/* Construct a pet_scop for an if statement.
 *
 * If the condition fits the pattern of a conditional assignment,
 * then it is handled by extract_conditional_assignment.
 * Otherwise, we do the following.
 *
 * If the condition is affine, then the condition is added
 * to the iteration domains of the then branch, while the
 * opposite of the condition in added to the iteration domains
 * of the else branch, if any.
 * We allow the condition to be dynamic, i.e., to refer to
 * scalars or array elements that may be written to outside
 * of the given if statement.  These nested accesses are then represented
 * as output dimensions in the wrapping iteration domain.
 * If it also written _inside_ the then or else branch, then
 * we treat the condition as non-affine.
 * As explained below, this will introduce an extra statement.
 * For aesthetic reasons, we want this statement to have a statement
 * number that is lower than those of the then and else branches.
 * In order to evaluate if will need such a statement, however, we
 * first construct scops for the then and else branches.
 * We therefore reserve a statement number if we might have to
 * introduce such an extra statement.
 *
 * If the condition is not affine, then we create a separate
 * statement that write the result of the condition to a virtual scalar.
 * A constraint requiring the value of this virtual scalar to be one
 * is added to the iteration domains of the then branch.
 * Similarly, a constraint requiring the value of this virtual scalar
 * to be zero is added to the iteration domains of the else branch, if any.
 * We adjust the schedules to ensure that the virtual scalar is written
 * before it is read.
 */
struct pet_scop *PetScan::extract(IfStmt *stmt)
{
        struct pet_scop *scop_then, *scop_else, *scop;
        assigned_value_cache cache(assigned_value);
        isl_map *test_access = NULL;
        isl_set *cond;
        int stmt_id;

        scop = extract_conditional_assignment(stmt);
        if (scop)
                return scop;

        cond = try_extract_nested_condition(stmt->getCond());
        if (allow_nested && (!cond || has_nested(cond)))
                stmt_id = n_stmt++;

        scop_then = extract(stmt->getThen());

        if (stmt->getElse()) {
                scop_else = extract(stmt->getElse());
                if (autodetect) {
                        if (scop_then && !scop_else) {
                                partial = true;
                                isl_set_free(cond);
                                return scop_then;
                        }
                        if (!scop_then && scop_else) {
                                partial = true;
                                isl_set_free(cond);
                                return scop_else;
                        }
                }
        }

        if (cond &&
            (!is_nested_allowed(cond, scop_then) ||
             (stmt->getElse() && !is_nested_allowed(cond, scop_else)))) {
                isl_set_free(cond);
                cond = NULL;
        }
        if (allow_nested && !cond) {
                int save_n_stmt = n_stmt;
                test_access = create_test_access(ctx, n_test++);
                n_stmt = stmt_id;
                scop = extract_non_affine_condition(stmt->getCond(),
                                                    isl_map_copy(test_access));
                n_stmt = save_n_stmt;
                scop = scop_add_array(scop, test_access);
                if (!scop) {
                        pet_scop_free(scop_then);
                        pet_scop_free(scop_else);
                        isl_map_free(test_access);
                        return NULL;
                }
        }

        if (!scop) {
                if (!cond)
                        cond = extract_condition(stmt->getCond());
                scop = pet_scop_restrict(scop_then, isl_set_copy(cond));

                if (stmt->getElse()) {
                        cond = isl_set_complement(cond);
                        scop_else = pet_scop_restrict(scop_else, cond);
                        scop = pet_scop_add(ctx, scop, scop_else);
                } else
                        isl_set_free(cond);
                scop = resolve_nested(scop);
        } else {
                scop = pet_scop_prefix(scop, 0);
                scop_then = pet_scop_prefix(scop_then, 1);
                scop_then = pet_scop_filter(scop_then,
                                                isl_map_copy(test_access), 1);
                scop = pet_scop_add(ctx, scop, scop_then);
                if (stmt->getElse()) {
                        scop_else = pet_scop_prefix(scop_else, 1);
                        scop_else = pet_scop_filter(scop_else, test_access, 0);
                        scop = pet_scop_add(ctx, scop, scop_else);
                } else
                        isl_map_free(test_access);
        }

        return scop;
}

/* Try and construct a pet_scop for a label statement.
 * We currently only allow labels on expression statements.
 */
struct pet_scop *PetScan::extract(LabelStmt *stmt)
{
        isl_id *label;
        Stmt *sub;

        sub = stmt->getSubStmt();
        if (!isa<Expr>(sub)) {
                unsupported(stmt);
                return NULL;
        }

        label = isl_id_alloc(ctx, stmt->getName(), NULL);

        return extract(sub, extract_expr(cast<Expr>(sub)), label);
}

/* Try and construct a pet_scop corresponding to "stmt".
 */
struct pet_scop *PetScan::extract(Stmt *stmt)
{
        if (isa<Expr>(stmt))
                return extract(stmt, extract_expr(cast<Expr>(stmt)));

        switch (stmt->getStmtClass()) {
        case Stmt::WhileStmtClass:
                return extract(cast<WhileStmt>(stmt));
        case Stmt::ForStmtClass:
                return extract_for(cast<ForStmt>(stmt));
        case Stmt::IfStmtClass:
                return extract(cast<IfStmt>(stmt));
        case Stmt::CompoundStmtClass:
                return extract(cast<CompoundStmt>(stmt));
        case Stmt::LabelStmtClass:
                return extract(cast<LabelStmt>(stmt));
        default:
                unsupported(stmt);
        }

        return NULL;
}

/* Try and construct a pet_scop corresponding to (part of)
 * a sequence of statements.
 */
struct pet_scop *PetScan::extract(StmtRange stmt_range)
{
        pet_scop *scop;
        StmtIterator i;
        int j;
        bool partial_range = false;

        scop = pet_scop_empty(ctx);
        for (i = stmt_range.first, j = 0; i != stmt_range.second; ++i, ++j) {
                Stmt *child = *i;
                struct pet_scop *scop_i;
                scop_i = extract(child);
                if (scop && partial) {
                        pet_scop_free(scop_i);
                        break;
                }
                scop_i = pet_scop_prefix(scop_i, j);
                if (autodetect) {
                        if (scop_i)
                                scop = pet_scop_add(ctx, scop, scop_i);
                        else
                                partial_range = true;
                        if (scop->n_stmt != 0 && !scop_i)
                                partial = true;
                } else {
                        scop = pet_scop_add(ctx, scop, scop_i);
                }
                if (partial)
                        break;
        }

        if (scop && partial_range)
                partial = true;

        return scop;
}

/* Check if the scop marked by the user is exactly this Stmt
 * or part of this Stmt.
 * If so, return a pet_scop corresponding to the marked region.
 * Otherwise, return NULL.
 */
struct pet_scop *PetScan::scan(Stmt *stmt)
{
        SourceManager &SM = PP.getSourceManager();
        unsigned start_off, end_off;

        start_off = SM.getFileOffset(stmt->getLocStart());
        end_off = SM.getFileOffset(stmt->getLocEnd());

        if (start_off > loc.end)
                return NULL;
        if (end_off < loc.start)
                return NULL;
        if (start_off >= loc.start && end_off <= loc.end) {
                return extract(stmt);
        }

        StmtIterator start;
        for (start = stmt->child_begin(); start != stmt->child_end(); ++start) {
                Stmt *child = *start;
                if (!child)
                        continue;
                start_off = SM.getFileOffset(child->getLocStart());
                end_off = SM.getFileOffset(child->getLocEnd());
                if (start_off < loc.start && end_off > loc.end)
                        return scan(child);
                if (start_off >= loc.start)
                        break;
        }

        StmtIterator end;
        for (end = start; end != stmt->child_end(); ++end) {
                Stmt *child = *end;
                start_off = SM.getFileOffset(child->getLocStart());
                if (start_off >= loc.end)
                        break;
        }

        return extract(StmtRange(start, end));
}

/* Set the size of index "pos" of "array" to "size".
 * In particular, add a constraint of the form
 *
 *      i_pos < size
 *
 * to array->extent and a constraint of the form
 *
 *      size >= 0
 *
 * to array->context.
 */
static struct pet_array *update_size(struct pet_array *array, int pos,
        __isl_take isl_pw_aff *size)
{
        isl_set *valid;
        isl_set *univ;
        isl_set *bound;
        isl_space *dim;
        isl_aff *aff;
        isl_pw_aff *index;
        isl_id *id;

        valid = isl_pw_aff_nonneg_set(isl_pw_aff_copy(size));
        array->context = isl_set_intersect(array->context, valid);

        dim = isl_set_get_space(array->extent);
        aff = isl_aff_zero_on_domain(isl_local_space_from_space(dim));
        aff = isl_aff_add_coefficient_si(aff, isl_dim_in, pos, 1);
        univ = isl_set_universe(isl_aff_get_domain_space(aff));
        index = isl_pw_aff_alloc(univ, aff);

        size = isl_pw_aff_add_dims(size, isl_dim_in,
                                isl_set_dim(array->extent, isl_dim_set));
        id = isl_set_get_tuple_id(array->extent);
        size = isl_pw_aff_set_tuple_id(size, isl_dim_in, id);
        bound = isl_pw_aff_lt_set(index, size);

        array->extent = isl_set_intersect(array->extent, bound);

        if (!array->context || !array->extent)
                goto error;

        return array;
error:
        pet_array_free(array);
        return NULL;
}

/* Figure out the size of the array at position "pos" and all
 * subsequent positions from "type" and update "array" accordingly.
 */
struct pet_array *PetScan::set_upper_bounds(struct pet_array *array,
        const Type *type, int pos)
{
        const ArrayType *atype;
        isl_pw_aff *size;

        if (!array)
                return NULL;

        if (type->isPointerType()) {
                type = type->getPointeeType().getTypePtr();
                return set_upper_bounds(array, type, pos + 1);
        }
        if (!type->isArrayType())
                return array;

        type = type->getCanonicalTypeInternal().getTypePtr();
        atype = cast<ArrayType>(type);

        if (type->isConstantArrayType()) {
                const ConstantArrayType *ca = cast<ConstantArrayType>(atype);
                size = extract_affine(ca->getSize());
                array = update_size(array, pos, size);
        } else if (type->isVariableArrayType()) {
                const VariableArrayType *vla = cast<VariableArrayType>(atype);
                size = extract_affine(vla->getSizeExpr());
                array = update_size(array, pos, size);
        }

        type = atype->getElementType().getTypePtr();

        return set_upper_bounds(array, type, pos + 1);
}

/* Construct and return a pet_array corresponding to the variable "decl".
 * In particular, initialize array->extent to
 *
 *      { name[i_1,...,i_d] : i_1,...,i_d >= 0 }
 *
 * and then call set_upper_bounds to set the upper bounds on the indices
 * based on the type of the variable.
 */
struct pet_array *PetScan::extract_array(isl_ctx *ctx, ValueDecl *decl)
{
        struct pet_array *array;
        QualType qt = decl->getType();
        const Type *type = qt.getTypePtr();
        int depth = array_depth(type);
        QualType base = base_type(qt);
        string name;
        isl_id *id;
        isl_space *dim;

        array = isl_calloc_type(ctx, struct pet_array);
        if (!array)
                return NULL;

        id = isl_id_alloc(ctx, decl->getName().str().c_str(), decl);
        dim = isl_space_set_alloc(ctx, 0, depth);
        dim = isl_space_set_tuple_id(dim, isl_dim_set, id);

        array->extent = isl_set_nat_universe(dim);

        dim = isl_space_params_alloc(ctx, 0);
        array->context = isl_set_universe(dim);

        array = set_upper_bounds(array, type, 0);
        if (!array)
                return NULL;

        name = base.getAsString();
        array->element_type = strdup(name.c_str());

        return array;
}

/* Construct a list of pet_arrays, one for each array (or scalar)
 * accessed inside "scop" add this list to "scop" and return the result.
 *
 * The context of "scop" is updated with the intesection of
 * the contexts of all arrays, i.e., constraints on the parameters
 * that ensure that the arrays have a valid (non-negative) size.
 */
struct pet_scop *PetScan::scan_arrays(struct pet_scop *scop)
{
        int i;
        set<ValueDecl *> arrays;
        set<ValueDecl *>::iterator it;
        int n_array;
        struct pet_array **scop_arrays;

        if (!scop)
                return NULL;

        pet_scop_collect_arrays(scop, arrays);
        if (arrays.size() == 0)
                return scop;

        n_array = scop->n_array;

        scop_arrays = isl_realloc_array(ctx, scop->arrays, struct pet_array *,
                                        n_array + arrays.size());
        if (!scop_arrays)
                goto error;
        scop->arrays = scop_arrays;

        for (it = arrays.begin(), i = 0; it != arrays.end(); ++it, ++i) {
                struct pet_array *array;
                scop->arrays[n_array + i] = array = extract_array(ctx, *it);
                if (!scop->arrays[n_array + i])
                        goto error;
                scop->n_array++;
                scop->context = isl_set_intersect(scop->context,
                                                isl_set_copy(array->context));
                if (!scop->context)
                        goto error;
        }

        return scop;
error:
        pet_scop_free(scop);
        return NULL;
}

/* Construct a pet_scop from the given function.
 */
struct pet_scop *PetScan::scan(FunctionDecl *fd)
{
        pet_scop *scop;
        Stmt *stmt;

        stmt = fd->getBody();

        if (autodetect)
                scop = extract(stmt);
        else
                scop = scan(stmt);
        scop = pet_scop_detect_parameter_accesses(scop);
        scop = scan_arrays(scop);

        return scop;
}