sp-template.c

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/* LIBDGL -- a Directed Graph Library implementation
 * Copyright (C) 2002 Roberto Micarelli
 *
 * This program is free software; you can redistribute it and/or modify
 * it under the terms of the GNU General Public License as published by
 * the Free Software Foundation; either version 2 of the License, or
 * (at your option) any later version.
 *
 * This program is distributed in the hope that it will be useful,
 * but WITHOUT ANY WARRANTY; without even the implied warranty of
 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
 * GNU General Public License for more details.
 *
 * You should have received a copy of the GNU General Public License
 * along with this program; if not, write to the Free Software
 * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
 */
 
/*
 * best view with tabstop=4
 */
 
/*
 * SHORTEST PATH CACHE
 *
 * components:
 *   - start node id
 *   - visited network: a node is marked as visited when its departing
 *     edges have been added to the cache
 *   - predist network: node distances from start node
 *   - NodeHeap: holds unvisited nodes, the next node extracted is the
 *     unvisited node closest to SP start
 *
 * not all nodes in the predist network have been visited, SP from start
 * is known only for visited nodes
 * unvisited nodes can be reached, but not necessarily on the shortest
 * possible path
 * important for DGL_SP_CACHE_DISTANCE_FUNC and DGL_SP_CACHE_REPORT_FUNC
 */
 
#if !defined(DGL_DEFINE_TREE_PROCS) && !defined(DGL_DEFINE_FLAT_PROCS)
 
#include <grass/gis.h>
 
int DGL_SP_CACHE_INITIALIZE_FUNC(dglGraph_s *pgraph UNUSED,
                                 dglSPCache_s *pCache, dglInt32_t nStart)
{
    pCache->nStartNode = nStart;
    pCache->pvVisited = NULL;
    pCache->pvPredist = NULL;
    dglHeapInit(&pCache->NodeHeap);
    if ((pCache->pvVisited = avl_create(dglTreeTouchI32Compare, NULL,
                                        dglTreeGetAllocator())) == NULL)
        return -1;
    if ((pCache->pvPredist = avl_create(dglTreePredistCompare, NULL,
                                        dglTreeGetAllocator())) == NULL)
        return -1;
    return 0;
}
 
void DGL_SP_CACHE_RELEASE_FUNC(dglGraph_s *pgraph UNUSED, dglSPCache_s *pCache)
{
    if (pCache->pvVisited)
        avl_destroy(pCache->pvVisited, dglTreeTouchI32Cancel);
    if (pCache->pvPredist)
        avl_destroy(pCache->pvPredist, dglTreePredistCancel);
    dglHeapFree(&pCache->NodeHeap, NULL);
}
 
static int DGL_SP_CACHE_DISTANCE_FUNC(dglGraph_s *pgraph, dglSPCache_s *pCache,
                                      dglInt32_t *pnDistance, dglInt32_t nStart,
                                      dglInt32_t nDestination)
{
    dglTreeTouchI32_s VisitedItem;
    dglTreePredist_s *pPredistItem, PredistItem;
 
    if (pCache->nStartNode != nStart) {
        pgraph->iErrno = DGL_ERR_HeadNodeNotFound;
        return -pgraph->iErrno;
    }
 
    VisitedItem.nKey = nDestination;
    if (avl_find(pCache->pvVisited, &VisitedItem) == NULL) {
        pgraph->iErrno = DGL_ERR_TailNodeNotFound;
        return -pgraph->iErrno;
    }
 
    PredistItem.nKey = nDestination;
    if ((pPredistItem = avl_find(pCache->pvPredist, &PredistItem)) == NULL) {
        pgraph->iErrno = DGL_ERR_UnexpectedNullPointer;
        return -pgraph->iErrno;
    }
 
    if (pnDistance)
        *pnDistance = pPredistItem->nDistance;
    return 0;
}
 
static dglSPReport_s *DGL_SP_CACHE_REPORT_FUNC(dglGraph_s *pgraph,
                                               dglSPCache_s *pCache,
                                               dglInt32_t nStart,
                                               dglInt32_t nDestination)
{
    dglTreeTouchI32_s VisitedItem;
    dglTreePredist_s *pPredistItem, PredistItem;
    dglInt32_t *pEdge;
    dglInt32_t *pDestination;
    dglSPArc_s arc;
    long i, istack = 0;
    unsigned char *pstack = NULL;
    unsigned char *ppop;
    dglSPReport_s *pReport = NULL;
 
    if (pCache->nStartNode != nStart) {
        pgraph->iErrno = DGL_ERR_HeadNodeNotFound;
        return NULL;
    }
 
    VisitedItem.nKey = nDestination;
    if (avl_find(pCache->pvVisited, &VisitedItem) == NULL) {
        pgraph->iErrno = DGL_ERR_TailNodeNotFound;
        return NULL;
    }
 
    PredistItem.nKey = nDestination;
    if (avl_find(pCache->pvPredist, &PredistItem) == NULL) {
        pgraph->iErrno = DGL_ERR_UnexpectedNullPointer;
        return NULL;
    }
 
    for (PredistItem.nKey = nDestination,
        pPredistItem = avl_find(pCache->pvPredist, &PredistItem);
         pPredistItem; PredistItem.nKey = pPredistItem->nFrom,
        pPredistItem = avl_find(pCache->pvPredist, &PredistItem)) {
        if (pPredistItem->nFrom < 0) {
            pgraph->iErrno = DGL_ERR_BadEdge;
            goto spr_error;
        }
 
        pEdge = (dglInt32_t *)pPredistItem->pnEdge;
 
        if (pPredistItem->bFlags == 0) {
            if (pgraph->Flags & DGL_GS_FLAT) {
                pDestination = DGL_NODEBUFFER_SHIFT(
                    pgraph, DGL_EDGE_TAILNODE_OFFSET(pEdge));
            }
            else {
                pDestination =
                    DGL_GET_NODE_FUNC(pgraph, DGL_EDGE_TAILNODE_OFFSET(pEdge));
            }
        }
        else {
            if (pgraph->Flags & DGL_GS_FLAT) {
                pDestination = DGL_NODEBUFFER_SHIFT(
                    pgraph, DGL_EDGE_HEADNODE_OFFSET(pEdge));
            }
            else {
                pDestination =
                    DGL_GET_NODE_FUNC(pgraph, DGL_EDGE_HEADNODE_OFFSET(pEdge));
            }
        }
 
        if ((arc.pnEdge = DGL_EDGE_ALLOC(pgraph->EdgeAttrSize)) == NULL)
            goto spr_error;
        arc.nFrom = pPredistItem->nFrom;
        arc.nTo = DGL_NODE_ID(pDestination);
        arc.nDistance = pPredistItem->nDistance;
        memcpy(arc.pnEdge, pEdge, DGL_EDGE_SIZEOF(pgraph->EdgeAttrSize));
        DGL_EDGE_COST(arc.pnEdge) = pPredistItem->nCost;
 
        if ((pstack = dgl_mempush(pstack, &istack, sizeof(dglSPArc_s), &arc)) ==
            NULL) {
            pgraph->iErrno = DGL_ERR_MemoryExhausted;
            goto spr_error;
        }
 
        if (arc.nFrom == nStart)
            break;
    }
 
    if (pPredistItem == NULL) {
        pgraph->iErrno = DGL_ERR_UnexpectedNullPointer;
        goto spr_error;
    }
 
    if ((pReport = malloc(sizeof(dglSPReport_s))) == NULL) {
        pgraph->iErrno = DGL_ERR_MemoryExhausted;
        goto spr_error;
    }
    memset(pReport, 0, sizeof(dglSPReport_s));
 
    pReport->cArc = istack;
 
    if ((pReport->pArc = malloc(sizeof(dglSPArc_s) * pReport->cArc)) == NULL) {
        pgraph->iErrno = DGL_ERR_MemoryExhausted;
        goto spr_error;
    }
 
    pReport->nDistance = 0;
 
    for (i = 0;
         (ppop = dgl_mempop(pstack, &istack, sizeof(dglSPArc_s))) != NULL;
         i++) {
        memcpy(&pReport->pArc[i], ppop, sizeof(dglSPArc_s));
        pReport->nDistance += DGL_EDGE_COST(pReport->pArc[i].pnEdge);
    }
 
    pReport->nStartNode = nStart;
    pReport->nDestinationNode = nDestination;
 
    if (pstack)
        free(pstack);
 
    return pReport;
 
spr_error:
    if (pstack)
        free(pstack);
    if (pReport)
        dglFreeSPReport(pgraph, pReport);
 
    return NULL;
}
#endif
 
#if defined(DGL_DEFINE_TREE_PROCS) || defined(DGL_DEFINE_FLAT_PROCS)
 
#define __EDGELOOP_BODY_1(f)                                                  \
    if ((f) == 0) {                                                           \
        pDestination = _DGL_EDGE_TAILNODE(pgraph, pEdge);                     \
    }                                                                         \
    else {                                                                    \
        pDestination = _DGL_EDGE_HEADNODE(pgraph, pEdge);                     \
    }                                                                         \
    if (!(DGL_NODE_STATUS(pDestination) & DGL_NS_TAIL) &&                     \
        pgraph->Version < 3) {                                                \
        pgraph->iErrno = DGL_ERR_BadEdge;                                     \
        goto sp_error;                                                        \
    }                                                                         \
    clipOutput.nEdgeCost = DGL_EDGE_COST(pEdge);                              \
    if (fnClip) {                                                             \
        clipInput.pnPrevEdge = NULL;                                          \
        clipInput.pnNodeFrom = pStart;                                        \
        clipInput.pnEdge = pEdge;                                             \
        clipInput.pnNodeTo = pDestination;                                    \
        clipInput.nFromDistance = 0;                                          \
        if (fnClip(pgraph, &clipInput, &clipOutput, pvClipArg))               \
            continue;                                                         \
    }                                                                         \
    findPredist.nKey = DGL_NODE_ID(pDestination);                             \
    if ((pPredistItem = avl_find(pCache->pvPredist, &findPredist)) == NULL) { \
        if ((pPredistItem = dglTreePredistAdd(                                \
                 pCache->pvPredist, DGL_NODE_ID(pDestination))) == NULL) {    \
            pgraph->iErrno = DGL_ERR_MemoryExhausted;                         \
            goto sp_error;                                                    \
        }                                                                     \
    }                                                                         \
    else {                                                                    \
        if (pPredistItem->nDistance <= clipOutput.nEdgeCost) {                \
            continue;                                                         \
        }                                                                     \
    }                                                                         \
    pPredistItem->nFrom = nStart;                                             \
    pPredistItem->pnEdge = pEdge;                                             \
    pPredistItem->nCost = clipOutput.nEdgeCost;                               \
    pPredistItem->nDistance = clipOutput.nEdgeCost;                           \
    pPredistItem->bFlags = (f);                                               \
    heapvalue.pv = pEdge;                                                     \
    if (dglHeapInsertMin(&pCache->NodeHeap, pPredistItem->nDistance, f,       \
                         heapvalue) < 0) {                                    \
        pgraph->iErrno = DGL_ERR_HeapError;                                   \
        goto sp_error;                                                        \
    }
 
#define __EDGELOOP_BODY_2(f)                                                  \
    if ((f) == 0) {                                                           \
        pDestination = _DGL_EDGE_TAILNODE(pgraph, pEdge);                     \
    }                                                                         \
    else if (pgraph->Version == 3) {                                          \
        pDestination = _DGL_EDGE_HEADNODE(pgraph, pEdge);                     \
    }                                                                         \
    if (!(DGL_NODE_STATUS(pDestination) & DGL_NS_TAIL) &&                     \
        pgraph->Version < 3) {                                                \
        pgraph->iErrno = DGL_ERR_BadEdge;                                     \
        goto sp_error;                                                        \
    }                                                                         \
    clipOutput.nEdgeCost = DGL_EDGE_COST(pEdge);                              \
    if (fnClip) {                                                             \
        clipInput.pnPrevEdge = pEdge_prev;                                    \
        clipInput.pnNodeFrom = pStart;                                        \
        clipInput.pnEdge = pEdge;                                             \
        clipInput.pnNodeTo = pDestination;                                    \
        clipInput.nFromDistance = fromDist;                                   \
        if (fnClip(pgraph, &clipInput, &clipOutput, pvClipArg))               \
            continue;                                                         \
    }                                                                         \
    findPredist.nKey = DGL_NODE_ID(pDestination);                             \
    if ((pPredistItem = avl_find(pCache->pvPredist, &findPredist)) == NULL) { \
        if ((pPredistItem = dglTreePredistAdd(                                \
                 pCache->pvPredist, DGL_NODE_ID(pDestination))) == NULL) {    \
            pgraph->iErrno = DGL_ERR_MemoryExhausted;                         \
            goto sp_error;                                                    \
        }                                                                     \
    }                                                                         \
    else {                                                                    \
        if (pPredistItem->nDistance <= fromDist + clipOutput.nEdgeCost) {     \
            continue;                                                         \
        }                                                                     \
    }                                                                         \
    pPredistItem->nFrom = DGL_NODE_ID(pStart);                                \
    pPredistItem->pnEdge = pEdge;                                             \
    pPredistItem->nCost = clipOutput.nEdgeCost;                               \
    pPredistItem->nDistance = fromDist + clipOutput.nEdgeCost;                \
    pPredistItem->bFlags = (f);                                               \
    heapvalue.pv = pEdge;                                                     \
    if (dglHeapInsertMin(&pCache->NodeHeap, pPredistItem->nDistance, f,       \
                         heapvalue) < 0) {                                    \
        pgraph->iErrno = DGL_ERR_HeapError;                                   \
        goto sp_error;                                                        \
    }
 
/*
 * Dijkstra Shortest Path
 */
int DGL_SP_DIJKSTRA_FUNC(dglGraph_s *pgraph, dglSPReport_s **ppReport,
                         dglInt32_t *pDistance, dglInt32_t nStart,
                         dglInt32_t nDestination, dglSPClip_fn fnClip,
                         void *pvClipArg, dglSPCache_s *pCache)
{
    dglInt32_t *pStart; /* pointer to the start node (pgraph->pNodeBuffer) */
    register dglInt32_t *pDestination; /* temporary destination pointer */
    register dglInt32_t
        *pEdgeset;              /* pointer to the edge (pgraph->pEdgeBuffer) */
    register dglInt32_t *pEdge; /* pointer to the to-edges in edge  */
    register dglInt32_t *pEdge_prev; /* pointer to the previous edge in path */
    int nRet;
    dglEdgesetTraverser_s laT;
 
    dglSPCache_s spCache;
    int new_cache = 0;
 
    /*
     * shortest path distance temporary min heap
     */
    dglHeapData_u heapvalue;
    dglHeapNode_s heapnode;
 
    /*
     * shortest path visited network
     */
    dglTreeTouchI32_s *pVisitedItem, findVisited;
 
    /*
     * shortest path predecessor and distance network
     */
    dglTreePredist_s *pPredistItem, findPredist;
 
    /*
     * args to clip()
     */
    dglSPClipInput_s clipInput;
    dglSPClipOutput_s clipOutput;
 
    /*
     * Initialize the cache: initialize the heap and create temporary networks -
     * The use of a predist network for predecessor and distance has two
     * important results: 1) allows us not having to reset the whole graph
     * status at each call; 2) use of a stack memory area for temporary (and
     * otherwise possibly thread-conflicting) states. If a cache pointer was
     * supplied, do not initialize it but try to get SP immediately.
     */
    if (pCache == NULL) {
        pCache = &spCache;
        DGL_SP_CACHE_INITIALIZE_FUNC(pgraph, pCache, nStart);
        new_cache = 1;
    }
    else {
        if (ppReport) {
            if ((*ppReport = DGL_SP_CACHE_REPORT_FUNC(pgraph, pCache, nStart,
                                                      nDestination)) != NULL) {
                return 1;
            }
        }
        else {
            if (DGL_SP_CACHE_DISTANCE_FUNC(pgraph, pCache, pDistance, nStart,
                                           nDestination) >= 0) {
                return 2;
            }
        }
        if (pgraph->iErrno == DGL_ERR_HeadNodeNotFound) {
            DGL_SP_CACHE_RELEASE_FUNC(pgraph, pCache);
            DGL_SP_CACHE_INITIALIZE_FUNC(pgraph, pCache, nStart);
            new_cache = 1;
        }
        else if (pgraph->iErrno != DGL_ERR_TailNodeNotFound) {
            goto sp_error;
        }
    }
 
    /*
     * reset error status after using the cache
     */
    pgraph->iErrno = 0;
 
    if ((pStart = DGL_GET_NODE_FUNC(pgraph, nStart)) == NULL) {
        pgraph->iErrno = DGL_ERR_HeadNodeNotFound;
        goto sp_error;
    }
 
    if ((pDestination = DGL_GET_NODE_FUNC(pgraph, nDestination)) == NULL) {
        pgraph->iErrno = DGL_ERR_TailNodeNotFound;
        goto sp_error;
    }
 
    if ((DGL_NODE_STATUS(pStart) & DGL_NS_ALONE) ||
        (DGL_NODE_STATUS(pDestination) & DGL_NS_ALONE)) {
        goto sp_error;
    }
 
    if (!(DGL_NODE_STATUS(pStart) & DGL_NS_HEAD) && pgraph->Version < 3) {
        goto sp_error;
    }
 
    if (!(DGL_NODE_STATUS(pDestination) & DGL_NS_TAIL) && pgraph->Version < 3) {
        goto sp_error;
    }
 
    /* if we do not need a new cache, we just continue with the unvisited
     * nodes in the cache */
    if (new_cache) {
        /*
         * now we inspect all edges departing from the start node
         * - at each loop 'pedge' points to the edge in the edge buffer
         * - we invoke the caller's clip() and eventually skip the edge (clip()
         * != 0)
         * - we insert a item in the predist network to set actual predecessor
         * and distance (there is no precedecessor at this stage) and actual
         * distance from the starting node (at this stage it equals the edge's
         * cost)
         * - we insert a item in the node min-heap (sorted on node distance),
         * storing the offset of the edge in the edge buffer. In the case of
         * undirected graph (version 3) we inspect input edges as well.
         */
        pEdgeset = _DGL_OUTEDGESET(pgraph, pStart);
        if (DGL_EDGESET_T_INITIALIZE_FUNC(pgraph, &laT, pEdgeset) < 0) {
            goto sp_error;
        }
        for (pEdge = DGL_EDGESET_T_FIRST_FUNC(&laT); pEdge;
             pEdge = DGL_EDGESET_T_NEXT_FUNC(&laT)) {
            __EDGELOOP_BODY_1(0);
        }
        DGL_EDGESET_T_RELEASE_FUNC(&laT);
 
        if (pgraph->Version == 3) {
            pEdgeset = _DGL_INEDGESET(pgraph, pStart);
            if (DGL_EDGESET_T_INITIALIZE_FUNC(pgraph, &laT, pEdgeset) < 0) {
                goto sp_error;
            }
            for (pEdge = DGL_EDGESET_T_FIRST_FUNC(&laT); pEdge;
                 pEdge = DGL_EDGESET_T_NEXT_FUNC(&laT)) {
                if (DGL_EDGE_STATUS(pEdge) & DGL_ES_DIRECTED)
                    continue;
                __EDGELOOP_BODY_1(1);
            }
            DGL_EDGESET_T_RELEASE_FUNC(&laT);
        }
    }
 
    /*
     * Now we begin extracting nodes from the min-heap. Each node extracted is
     * the one that is actually closest to the SP start.
     */
    while (dglHeapExtractMin(&pCache->NodeHeap, &heapnode) == 1) {
        dglInt32_t fromDist;
 
        /*
         * recover the stored edge pointer
         */
        pEdge = heapnode.value.pv;
 
        /*
         * the new relative head is the tail of the edge
         * or the head of the edge if the traversal was reversed (undirected
         * edge)
         */
        if (heapnode.flags == 0) {
            pStart = _DGL_EDGE_TAILNODE(
                pgraph, pEdge); /* continue from previous tail */
        }
        else {
            pStart = _DGL_EDGE_HEADNODE(pgraph, pEdge); /* reversed head/tail */
        }
 
        /*
         * We do not want to explore twice the same node as a relative starting
         * point, that's the meaning of 'visited'. We mark actual start node as
         * 'visited' by inserting it into the visited-network. If we find actual
         * node in the network we just give up and continue looping. Otherwise
         * we add actual node to the network.
         */
        findVisited.nKey = DGL_NODE_ID(pStart);
        if ((pVisitedItem = avl_find(pCache->pvVisited, &findVisited)) ==
            NULL) {
            if (dglTreeTouchI32Add(pCache->pvVisited, DGL_NODE_ID(pStart)) ==
                NULL) {
                pgraph->iErrno = DGL_ERR_MemoryExhausted;
                goto sp_error;
            }
        }
 
        /*
         * Give up with visited nodes now
         */
        if (pVisitedItem) {
            if (DGL_NODE_ID(pStart) == nDestination) {
                /* should not happen but does not harm
                 * this case should have been handled above */
                goto destination_found;
            }
            else
                continue;
        }
 
        /*
         * If the node is not marked as having departing edges, then we are into
         * a blind alley. Just give up this direction and continue looping. This
         * only applies to v1 and v2 (digraphs)
         */
        if (!(DGL_NODE_STATUS(pStart) & DGL_NS_HEAD) && pgraph->Version < 3) {
            if (DGL_NODE_ID(pStart) == nDestination) {
                goto destination_found;
            }
            else
                continue;
        }
 
        /*
         * save actual edge for later clip()
         */
        pEdge_prev = pEdge;
 
        /*
         * Recover the head node distance from the predist network
         */
        findPredist.nKey = DGL_NODE_ID(pStart);
        if ((pPredistItem = avl_find(pCache->pvPredist, &findPredist)) ==
            NULL) {
            pgraph->iErrno = DGL_ERR_UnexpectedNullPointer;
            goto sp_error;
        }
 
        fromDist = pPredistItem->nDistance;
 
        /*
         * Loop on departing edges:
         * Scan the edgeset and loads pedge at each iteration with next-edge.
         * iWay == DGL_EDGESET_T_WAY_OUT then pedge is an out arc (departing
         * from node) else it is an in arc. V1 has no in-degree support so iWay
         * is always OUT, V2/3 have in-degree support.
         *
         * This loop needs to be done also when destination is found, otherwise
         * the node is marked as visited but its departing edges are not added
         * to the cache
         * --> loose end, we might need these edges later on
         */
        pEdgeset = _DGL_OUTEDGESET(pgraph, pStart);
        if (DGL_EDGESET_T_INITIALIZE_FUNC(pgraph, &laT, pEdgeset) < 0) {
            goto sp_error;
        }
        for (pEdge = DGL_EDGESET_T_FIRST_FUNC(&laT); pEdge;
             pEdge = DGL_EDGESET_T_NEXT_FUNC(&laT)) {
            __EDGELOOP_BODY_2(0);
        }
        DGL_EDGESET_T_RELEASE_FUNC(&laT);
 
        if (pgraph->Version == 3) {
            pEdgeset = _DGL_INEDGESET(pgraph, pStart);
            if (DGL_EDGESET_T_INITIALIZE_FUNC(pgraph, &laT, pEdgeset) < 0) {
                goto sp_error;
            }
            for (pEdge = DGL_EDGESET_T_FIRST_FUNC(&laT); pEdge;
                 pEdge = DGL_EDGESET_T_NEXT_FUNC(&laT)) {
                if (DGL_EDGE_STATUS(pEdge) & DGL_ES_DIRECTED)
                    continue;
                __EDGELOOP_BODY_2(1);
            }
            DGL_EDGESET_T_RELEASE_FUNC(&laT);
        }
 
        /*
         * Dijkstra algorithm ends when the destination node is extracted from
         * the min distance heap, that means: no other path exist in the network
         * giving a shortest output. If this happens we jump to the epilogue in
         * order to build a path report and return.
         */
        if (DGL_NODE_ID(pStart) == nDestination) {
            goto destination_found;
        }
    }
 
sp_error:
    if (pCache == &spCache) {
        DGL_SP_CACHE_RELEASE_FUNC(pgraph, pCache);
    }
    return -pgraph->iErrno; /* == 0 path not found */
 
destination_found: /* path found - build a shortest path report or report the
                      distance only */
 
    if (ppReport) {
        *ppReport =
            DGL_SP_CACHE_REPORT_FUNC(pgraph, pCache, nStart, nDestination);
        if (*ppReport == NULL) {
            nRet = -pgraph->iErrno;
        }
        else {
            nRet = 1;
        }
    }
    else {
        if (DGL_SP_CACHE_DISTANCE_FUNC(pgraph, pCache, pDistance, nStart,
                                       nDestination) < 0) {
            nRet = -pgraph->iErrno;
        }
        else {
            nRet = 2;
        }
    }
    if (pCache == &spCache) {
        DGL_SP_CACHE_RELEASE_FUNC(pgraph, pCache);
    }
    return nRet;
}
 
#endif