gistbuild.c

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/*-------------------------------------------------------------------------
 *
 * gistbuild.c
 *    build algorithm for GiST indexes implementation.
 *
 * There are two different strategies:
 *
 * 1. Sort all input tuples, pack them into GiST leaf pages in the sorted
 *    order, and create downlinks and internal pages as we go. This builds
 *    the index from the bottom up, similar to how B-tree index build
 *    works.
 *
 * 2. Start with an empty index, and insert all tuples one by one.
 *
 * The sorted method is used if the operator classes for all columns have
 * a 'sortsupport' defined. Otherwise, we resort to the second strategy.
 *
 * The second strategy can optionally use buffers at different levels of
 * the tree to reduce I/O, see "Buffering build algorithm" in the README
 * for a more detailed explanation. It initially calls insert over and
 * over, but switches to the buffered algorithm after a certain number of
 * tuples (unless buffering mode is disabled).
 *
 *
 * Portions Copyright (c) 1996-2024, PostgreSQL Global Development Group
 * Portions Copyright (c) 1994, Regents of the University of California
 *
 * IDENTIFICATION
 *    src/backend/access/gist/gistbuild.c
 *
 *-------------------------------------------------------------------------
 */
#include "postgres.h"
 
#include <math.h>
 
#include "access/genam.h"
#include "access/gist_private.h"
#include "access/tableam.h"
#include "access/xloginsert.h"
#include "miscadmin.h"
#include "nodes/execnodes.h"
#include "optimizer/optimizer.h"
#include "storage/bufmgr.h"
#include "storage/bulk_write.h"
 
#include "utils/memutils.h"
#include "utils/rel.h"
#include "utils/tuplesort.h"
 
/* Step of index tuples for check whether to switch to buffering build mode */
#define BUFFERING_MODE_SWITCH_CHECK_STEP 256
 
/*
 * Number of tuples to process in the slow way before switching to buffering
 * mode, when buffering is explicitly turned on. Also, the number of tuples
 * to process between readjusting the buffer size parameter, while in
 * buffering mode.
 */
#define BUFFERING_MODE_TUPLE_SIZE_STATS_TARGET 4096
 
/*
 * Strategy used to build the index. It can change between the
 * GIST_BUFFERING_* modes on the fly, but if the Sorted method is used,
 * that needs to be decided up-front and cannot be changed afterwards.
 */
typedef enum
{
    GIST_SORTED_BUILD,          /* bottom-up build by sorting */
    GIST_BUFFERING_DISABLED,    /* in regular build mode and aren't going to
                                 * switch */
    GIST_BUFFERING_AUTO,        /* in regular build mode, but will switch to
                                 * buffering build mode if the index grows too
                                 * big */
    GIST_BUFFERING_STATS,       /* gathering statistics of index tuple size
                                 * before switching to the buffering build
                                 * mode */
    GIST_BUFFERING_ACTIVE,      /* in buffering build mode */
} GistBuildMode;
 
/* Working state for gistbuild and its callback */
typedef struct
{
    Relation    indexrel;
    Relation    heaprel;
    GISTSTATE  *giststate;
 
    Size        freespace;      /* amount of free space to leave on pages */
 
    GistBuildMode buildMode;
 
    int64       indtuples;      /* number of tuples indexed */
 
    /*
     * Extra data structures used during a buffering build. 'gfbb' contains
     * information related to managing the build buffers. 'parentMap' is a
     * lookup table of the parent of each internal page.
     */
    int64       indtuplesSize;  /* total size of all indexed tuples */
    GISTBuildBuffers *gfbb;
    HTAB       *parentMap;
 
    /*
     * Extra data structures used during a sorting build.
     */
    Tuplesortstate *sortstate;  /* state data for tuplesort.c */
 
    BlockNumber pages_allocated;
 
    BulkWriteState *bulkstate;
} GISTBuildState;
 
#define GIST_SORTED_BUILD_PAGE_NUM 4
 
/*
 * In sorted build, we use a stack of these structs, one for each level,
 * to hold an in-memory buffer of last pages at the level.
 *
 * Sorting GiST build requires good linearization of the sort opclass. This is
 * not always the case in multidimensional data. To tackle the anomalies, we
 * buffer index tuples and apply picksplit that can be multidimension-aware.
 */
typedef struct GistSortedBuildLevelState
{
    int         current_page;
    BlockNumber last_blkno;
    struct GistSortedBuildLevelState *parent;   /* Upper level, if any */
    Page        pages[GIST_SORTED_BUILD_PAGE_NUM];
} GistSortedBuildLevelState;
 
/* prototypes for private functions */
 
static void gistSortedBuildCallback(Relation index, ItemPointer tid,
                                    Datum *values, bool *isnull,
                                    bool tupleIsAlive, void *state);
static void gist_indexsortbuild(GISTBuildState *state);
static void gist_indexsortbuild_levelstate_add(GISTBuildState *state,
                                               GistSortedBuildLevelState *levelstate,
                                               IndexTuple itup);
static void gist_indexsortbuild_levelstate_flush(GISTBuildState *state,
                                                 GistSortedBuildLevelState *levelstate);
 
static void gistInitBuffering(GISTBuildState *buildstate);
static int  calculatePagesPerBuffer(GISTBuildState *buildstate, int levelStep);
static void gistBuildCallback(Relation index,
                              ItemPointer tid,
                              Datum *values,
                              bool *isnull,
                              bool tupleIsAlive,
                              void *state);
static void gistBufferingBuildInsert(GISTBuildState *buildstate,
                                     IndexTuple itup);
static bool gistProcessItup(GISTBuildState *buildstate, IndexTuple itup,
                            BlockNumber startblkno, int startlevel);
static BlockNumber gistbufferinginserttuples(GISTBuildState *buildstate,
                                             Buffer buffer, int level,
                                             IndexTuple *itup, int ntup, OffsetNumber oldoffnum,
                                             BlockNumber parentblk, OffsetNumber downlinkoffnum);
static Buffer gistBufferingFindCorrectParent(GISTBuildState *buildstate,
                                             BlockNumber childblkno, int level,
                                             BlockNumber *parentblkno,
                                             OffsetNumber *downlinkoffnum);
static void gistProcessEmptyingQueue(GISTBuildState *buildstate);
static void gistEmptyAllBuffers(GISTBuildState *buildstate);
static int  gistGetMaxLevel(Relation index);
 
static void gistInitParentMap(GISTBuildState *buildstate);
static void gistMemorizeParent(GISTBuildState *buildstate, BlockNumber child,
                               BlockNumber parent);
static void gistMemorizeAllDownlinks(GISTBuildState *buildstate,
                                     Buffer parentbuf);
static BlockNumber gistGetParent(GISTBuildState *buildstate, BlockNumber child);
 
 
/*
 * Main entry point to GiST index build.
 */
IndexBuildResult *
gistbuild(Relation heap, Relation index, IndexInfo *indexInfo)
{
    IndexBuildResult *result;
    double      reltuples;
    GISTBuildState buildstate;
    MemoryContext oldcxt = CurrentMemoryContext;
    int         fillfactor;
    Oid         SortSupportFnOids[INDEX_MAX_KEYS];
    GiSTOptions *options = (GiSTOptions *) index->rd_options;
 
    /*
     * We expect to be called exactly once for any index relation. If that's
     * not the case, big trouble's what we have.
     */
    if (RelationGetNumberOfBlocks(index) != 0)
        elog(ERROR, "index \"%s\" already contains data",
             RelationGetRelationName(index));
 
    buildstate.indexrel = index;
    buildstate.heaprel = heap;
    buildstate.sortstate = NULL;
    buildstate.giststate = initGISTstate(index);
 
    /*
     * Create a temporary memory context that is reset once for each tuple
     * processed.  (Note: we don't bother to make this a child of the
     * giststate's scanCxt, so we have to delete it separately at the end.)
     */
    buildstate.giststate->tempCxt = createTempGistContext();
 
    /*
     * Choose build strategy.  First check whether the user specified to use
     * buffering mode.  (The use-case for that in the field is somewhat
     * questionable perhaps, but it's important for testing purposes.)
     */
    if (options)
    {
        if (options->buffering_mode == GIST_OPTION_BUFFERING_ON)
            buildstate.buildMode = GIST_BUFFERING_STATS;
        else if (options->buffering_mode == GIST_OPTION_BUFFERING_OFF)
            buildstate.buildMode = GIST_BUFFERING_DISABLED;
        else                    /* must be "auto" */
            buildstate.buildMode = GIST_BUFFERING_AUTO;
    }
    else
    {
        buildstate.buildMode = GIST_BUFFERING_AUTO;
    }
 
    /*
     * Unless buffering mode was forced, see if we can use sorting instead.
     */
    if (buildstate.buildMode != GIST_BUFFERING_STATS)
    {
        bool        hasallsortsupports = true;
        int         keyscount = IndexRelationGetNumberOfKeyAttributes(index);
 
        for (int i = 0; i < keyscount; i++)
        {
            SortSupportFnOids[i] = index_getprocid(index, i + 1,
                                                   GIST_SORTSUPPORT_PROC);
            if (!OidIsValid(SortSupportFnOids[i]))
            {
                hasallsortsupports = false;
                break;
            }
        }
        if (hasallsortsupports)
            buildstate.buildMode = GIST_SORTED_BUILD;
    }
 
    /*
     * Calculate target amount of free space to leave on pages.
     */
    fillfactor = options ? options->fillfactor : GIST_DEFAULT_FILLFACTOR;
    buildstate.freespace = BLCKSZ * (100 - fillfactor) / 100;
 
    /*
     * Build the index using the chosen strategy.
     */
    buildstate.indtuples = 0;
    buildstate.indtuplesSize = 0;
 
    if (buildstate.buildMode == GIST_SORTED_BUILD)
    {
        /*
         * Sort all data, build the index from bottom up.
         */
        buildstate.sortstate = tuplesort_begin_index_gist(heap,
                                                          index,
                                                          maintenance_work_mem,
                                                          NULL,
                                                          TUPLESORT_NONE);
 
        /* Scan the table, adding all tuples to the tuplesort */
        reltuples = table_index_build_scan(heap, index, indexInfo, true, true,
                                           gistSortedBuildCallback,
                                           (void *) &buildstate, NULL);
 
        /*
         * Perform the sort and build index pages.
         */
        tuplesort_performsort(buildstate.sortstate);
 
        gist_indexsortbuild(&buildstate);
 
        tuplesort_end(buildstate.sortstate);
    }
    else
    {
        /*
         * Initialize an empty index and insert all tuples, possibly using
         * buffers on intermediate levels.
         */
        Buffer      buffer;
        Page        page;
 
        /* initialize the root page */
        buffer = gistNewBuffer(index, heap);
        Assert(BufferGetBlockNumber(buffer) == GIST_ROOT_BLKNO);
        page = BufferGetPage(buffer);
 
        START_CRIT_SECTION();
 
        GISTInitBuffer(buffer, F_LEAF);
 
        MarkBufferDirty(buffer);
        PageSetLSN(page, GistBuildLSN);
 
        UnlockReleaseBuffer(buffer);
 
        END_CRIT_SECTION();
 
        /* Scan the table, inserting all the tuples to the index. */
        reltuples = table_index_build_scan(heap, index, indexInfo, true, true,
                                           gistBuildCallback,
                                           (void *) &buildstate, NULL);
 
        /*
         * If buffering was used, flush out all the tuples that are still in
         * the buffers.
         */
        if (buildstate.buildMode == GIST_BUFFERING_ACTIVE)
        {
            elog(DEBUG1, "all tuples processed, emptying buffers");
            gistEmptyAllBuffers(&buildstate);
            gistFreeBuildBuffers(buildstate.gfbb);
        }
 
        /*
         * We didn't write WAL records as we built the index, so if
         * WAL-logging is required, write all pages to the WAL now.
         */
        if (RelationNeedsWAL(index))
        {
            log_newpage_range(index, MAIN_FORKNUM,
                              0, RelationGetNumberOfBlocks(index),
                              true);
        }
    }
 
    /* okay, all heap tuples are indexed */
    MemoryContextSwitchTo(oldcxt);
    MemoryContextDelete(buildstate.giststate->tempCxt);
 
    freeGISTstate(buildstate.giststate);
 
    /*
     * Return statistics
     */
    result = (IndexBuildResult *) palloc(sizeof(IndexBuildResult));
 
    result->heap_tuples = reltuples;
    result->index_tuples = (double) buildstate.indtuples;
 
    return result;
}
 
/*-------------------------------------------------------------------------
 * Routines for sorted build
 *-------------------------------------------------------------------------
 */
 
/*
 * Per-tuple callback for table_index_build_scan.
 */
static void
gistSortedBuildCallback(Relation index,
                        ItemPointer tid,
                        Datum *values,
                        bool *isnull,
                        bool tupleIsAlive,
                        void *state)
{
    GISTBuildState *buildstate = (GISTBuildState *) state;
    MemoryContext oldCtx;
    Datum       compressed_values[INDEX_MAX_KEYS];
 
    oldCtx = MemoryContextSwitchTo(buildstate->giststate->tempCxt);
 
    /* Form an index tuple and point it at the heap tuple */
    gistCompressValues(buildstate->giststate, index,
                       values, isnull,
                       true, compressed_values);
 
    tuplesort_putindextuplevalues(buildstate->sortstate,
                                  buildstate->indexrel,
                                  tid,
                                  compressed_values, isnull);
 
    MemoryContextSwitchTo(oldCtx);
    MemoryContextReset(buildstate->giststate->tempCxt);
 
    /* Update tuple count. */
    buildstate->indtuples += 1;
}
 
/*
 * Build GiST index from bottom up from pre-sorted tuples.
 */
static void
gist_indexsortbuild(GISTBuildState *state)
{
    IndexTuple  itup;
    GistSortedBuildLevelState *levelstate;
    BulkWriteBuffer rootbuf;
 
    /* Reserve block 0 for the root page */
    state->pages_allocated = 1;
 
    state->bulkstate = smgr_bulk_start_rel(state->indexrel, MAIN_FORKNUM);
 
    /* Allocate a temporary buffer for the first leaf page batch. */
    levelstate = palloc0(sizeof(GistSortedBuildLevelState));
    levelstate->pages[0] = palloc(BLCKSZ);
    levelstate->parent = NULL;
    gistinitpage(levelstate->pages[0], F_LEAF);
 
    /*
     * Fill index pages with tuples in the sorted order.
     */
    while ((itup = tuplesort_getindextuple(state->sortstate, true)) != NULL)
    {
        gist_indexsortbuild_levelstate_add(state, levelstate, itup);
        MemoryContextReset(state->giststate->tempCxt);
    }
 
    /*
     * Write out the partially full non-root pages.
     *
     * Keep in mind that flush can build a new root. If number of pages is > 1
     * then new root is required.
     */
    while (levelstate->parent != NULL || levelstate->current_page != 0)
    {
        GistSortedBuildLevelState *parent;
 
        gist_indexsortbuild_levelstate_flush(state, levelstate);
        parent = levelstate->parent;
        for (int i = 0; i < GIST_SORTED_BUILD_PAGE_NUM; i++)
            if (levelstate->pages[i])
                pfree(levelstate->pages[i]);
        pfree(levelstate);
        levelstate = parent;
    }
 
    /* Write out the root */
    PageSetLSN(levelstate->pages[0], GistBuildLSN);
    rootbuf = smgr_bulk_get_buf(state->bulkstate);
    memcpy(rootbuf, levelstate->pages[0], BLCKSZ);
    smgr_bulk_write(state->bulkstate, GIST_ROOT_BLKNO, rootbuf, true);
 
    pfree(levelstate);
 
    smgr_bulk_finish(state->bulkstate);
}
 
/*
 * Add tuple to a page. If the pages are full, write them out and re-initialize
 * a new page first.
 */
static void
gist_indexsortbuild_levelstate_add(GISTBuildState *state,
                                   GistSortedBuildLevelState *levelstate,
                                   IndexTuple itup)
{
    Size        sizeNeeded;
 
    /* Check if tuple can be added to the current page */
    sizeNeeded = IndexTupleSize(itup) + sizeof(ItemIdData); /* fillfactor ignored */
    if (PageGetFreeSpace(levelstate->pages[levelstate->current_page]) < sizeNeeded)
    {
        Page        newPage;
        Page        old_page = levelstate->pages[levelstate->current_page];
        uint16      old_page_flags = GistPageGetOpaque(old_page)->flags;
 
        if (levelstate->current_page + 1 == GIST_SORTED_BUILD_PAGE_NUM)
        {
            gist_indexsortbuild_levelstate_flush(state, levelstate);
        }
        else
            levelstate->current_page++;
 
        if (levelstate->pages[levelstate->current_page] == NULL)
            levelstate->pages[levelstate->current_page] = palloc0(BLCKSZ);
 
        newPage = levelstate->pages[levelstate->current_page];
        gistinitpage(newPage, old_page_flags);
    }
 
    gistfillbuffer(levelstate->pages[levelstate->current_page], &itup, 1, InvalidOffsetNumber);
}
 
static void
gist_indexsortbuild_levelstate_flush(GISTBuildState *state,
                                     GistSortedBuildLevelState *levelstate)
{
    GistSortedBuildLevelState *parent;
    BlockNumber blkno;
    MemoryContext oldCtx;
    IndexTuple  union_tuple;
    SplitPageLayout *dist;
    IndexTuple *itvec;
    int         vect_len;
    bool        isleaf = GistPageIsLeaf(levelstate->pages[0]);
 
    CHECK_FOR_INTERRUPTS();
 
    oldCtx = MemoryContextSwitchTo(state->giststate->tempCxt);
 
    /* Get index tuples from first page */
    itvec = gistextractpage(levelstate->pages[0], &vect_len);
    if (levelstate->current_page > 0)
    {
        /* Append tuples from each page */
        for (int i = 1; i < levelstate->current_page + 1; i++)
        {
            int         len_local;
            IndexTuple *itvec_local = gistextractpage(levelstate->pages[i], &len_local);
 
            itvec = gistjoinvector(itvec, &vect_len, itvec_local, len_local);
            pfree(itvec_local);
        }
 
        /* Apply picksplit to list of all collected tuples */
        dist = gistSplit(state->indexrel, levelstate->pages[0], itvec, vect_len, state->giststate);
    }
    else
    {
        /* Create split layout from single page */
        dist = (SplitPageLayout *) palloc0(sizeof(SplitPageLayout));
        union_tuple = gistunion(state->indexrel, itvec, vect_len,
                                state->giststate);
        dist->itup = union_tuple;
        dist->list = gistfillitupvec(itvec, vect_len, &(dist->lenlist));
        dist->block.num = vect_len;
    }
 
    MemoryContextSwitchTo(oldCtx);
 
    /* Reset page counter */
    levelstate->current_page = 0;
 
    /* Create pages for all partitions in split result */
    for (; dist != NULL; dist = dist->next)
    {
        char       *data;
        BulkWriteBuffer buf;
        Page        target;
 
        /* check once per page */
        CHECK_FOR_INTERRUPTS();
 
        /* Create page and copy data */
        data = (char *) (dist->list);
        buf = smgr_bulk_get_buf(state->bulkstate);
        target = (Page) buf;
        gistinitpage(target, isleaf ? F_LEAF : 0);
        for (int i = 0; i < dist->block.num; i++)
        {
            IndexTuple  thistup = (IndexTuple) data;
 
            if (PageAddItem(target, (Item) data, IndexTupleSize(thistup), i + FirstOffsetNumber, false, false) == InvalidOffsetNumber)
                elog(ERROR, "failed to add item to index page in \"%s\"", RelationGetRelationName(state->indexrel));
 
            data += IndexTupleSize(thistup);
        }
        union_tuple = dist->itup;
 
        /*
         * Set the right link to point to the previous page. This is just for
         * debugging purposes: GiST only follows the right link if a page is
         * split concurrently to a scan, and that cannot happen during index
         * build.
         *
         * It's a bit counterintuitive that we set the right link on the new
         * page to point to the previous page, not the other way around. But
         * GiST pages are not ordered like B-tree pages are, so as long as the
         * right-links form a chain through all the pages at the same level,
         * the order doesn't matter.
         */
        if (levelstate->last_blkno)
            GistPageGetOpaque(target)->rightlink = levelstate->last_blkno;
 
        /*
         * The page is now complete. Assign a block number to it, and pass it
         * to the bulk writer.
         */
        blkno = state->pages_allocated++;
        PageSetLSN(target, GistBuildLSN);
        smgr_bulk_write(state->bulkstate, blkno, buf, true);
        ItemPointerSetBlockNumber(&(union_tuple->t_tid), blkno);
        levelstate->last_blkno = blkno;
 
        /*
         * Insert the downlink to the parent page. If this was the root,
         * create a new page as the parent, which becomes the new root.
         */
        parent = levelstate->parent;
        if (parent == NULL)
        {
            parent = palloc0(sizeof(GistSortedBuildLevelState));
            parent->pages[0] = palloc(BLCKSZ);
            parent->parent = NULL;
            gistinitpage(parent->pages[0], 0);
 
            levelstate->parent = parent;
        }
        gist_indexsortbuild_levelstate_add(state, parent, union_tuple);
    }
}
 
 
/*-------------------------------------------------------------------------
 * Routines for non-sorted build
 *-------------------------------------------------------------------------
 */
 
/*
 * Attempt to switch to buffering mode.
 *
 * If there is not enough memory for buffering build, sets bufferingMode
 * to GIST_BUFFERING_DISABLED, so that we don't bother to try the switch
 * anymore. Otherwise initializes the build buffers, and sets bufferingMode to
 * GIST_BUFFERING_ACTIVE.
 */
static void
gistInitBuffering(GISTBuildState *buildstate)
{
    Relation    index = buildstate->indexrel;
    int         pagesPerBuffer;
    Size        pageFreeSpace;
    Size        itupAvgSize,
                itupMinSize;
    double      avgIndexTuplesPerPage,
                maxIndexTuplesPerPage;
    int         i;
    int         levelStep;
 
    /* Calc space of index page which is available for index tuples */
    pageFreeSpace = BLCKSZ - SizeOfPageHeaderData - sizeof(GISTPageOpaqueData)
        - sizeof(ItemIdData)
        - buildstate->freespace;
 
    /*
     * Calculate average size of already inserted index tuples using gathered
     * statistics.
     */
    itupAvgSize = (double) buildstate->indtuplesSize /
        (double) buildstate->indtuples;
 
    /*
     * Calculate minimal possible size of index tuple by index metadata.
     * Minimal possible size of varlena is VARHDRSZ.
     *
     * XXX: that's not actually true, as a short varlen can be just 2 bytes.
     * And we should take padding into account here.
     */
    itupMinSize = (Size) MAXALIGN(sizeof(IndexTupleData));
    for (i = 0; i < index->rd_att->natts; i++)
    {
        if (TupleDescAttr(index->rd_att, i)->attlen < 0)
            itupMinSize += VARHDRSZ;
        else
            itupMinSize += TupleDescAttr(index->rd_att, i)->attlen;
    }
 
    /* Calculate average and maximal number of index tuples which fit to page */
    avgIndexTuplesPerPage = pageFreeSpace / itupAvgSize;
    maxIndexTuplesPerPage = pageFreeSpace / itupMinSize;
 
    /*
     * We need to calculate two parameters for the buffering algorithm:
     * levelStep and pagesPerBuffer.
     *
     * levelStep determines the size of subtree that we operate on, while
     * emptying a buffer. A higher value is better, as you need fewer buffer
     * emptying steps to build the index. However, if you set it too high, the
     * subtree doesn't fit in cache anymore, and you quickly lose the benefit
     * of the buffers.
     *
     * In Arge et al's paper, levelStep is chosen as logB(M/4B), where B is
     * the number of tuples on page (ie. fanout), and M is the amount of
     * internal memory available. Curiously, they doesn't explain *why* that
     * setting is optimal. We calculate it by taking the highest levelStep so
     * that a subtree still fits in cache. For a small B, our way of
     * calculating levelStep is very close to Arge et al's formula. For a
     * large B, our formula gives a value that is 2x higher.
     *
     * The average size (in pages) of a subtree of depth n can be calculated
     * as a geometric series:
     *
     * B^0 + B^1 + B^2 + ... + B^n = (1 - B^(n + 1)) / (1 - B)
     *
     * where B is the average number of index tuples on page. The subtree is
     * cached in the shared buffer cache and the OS cache, so we choose
     * levelStep so that the subtree size is comfortably smaller than
     * effective_cache_size, with a safety factor of 4.
     *
     * The estimate on the average number of index tuples on page is based on
     * average tuple sizes observed before switching to buffered build, so the
     * real subtree size can be somewhat larger. Also, it would selfish to
     * gobble the whole cache for our index build. The safety factor of 4
     * should account for those effects.
     *
     * The other limiting factor for setting levelStep is that while
     * processing a subtree, we need to hold one page for each buffer at the
     * next lower buffered level. The max. number of buffers needed for that
     * is maxIndexTuplesPerPage^levelStep. This is very conservative, but
     * hopefully maintenance_work_mem is set high enough that you're
     * constrained by effective_cache_size rather than maintenance_work_mem.
     *
     * XXX: the buffer hash table consumes a fair amount of memory too per
     * buffer, but that is not currently taken into account. That scales on
     * the total number of buffers used, ie. the index size and on levelStep.
     * Note that a higher levelStep *reduces* the amount of memory needed for
     * the hash table.
     */
    levelStep = 1;
    for (;;)
    {
        double      subtreesize;
        double      maxlowestlevelpages;
 
        /* size of an average subtree at this levelStep (in pages). */
        subtreesize =
            (1 - pow(avgIndexTuplesPerPage, (double) (levelStep + 1))) /
            (1 - avgIndexTuplesPerPage);
 
        /* max number of pages at the lowest level of a subtree */
        maxlowestlevelpages = pow(maxIndexTuplesPerPage, (double) levelStep);
 
        /* subtree must fit in cache (with safety factor of 4) */
        if (subtreesize > effective_cache_size / 4)
            break;
 
        /* each node in the lowest level of a subtree has one page in memory */
        if (maxlowestlevelpages > ((double) maintenance_work_mem * 1024) / BLCKSZ)
            break;
 
        /* Good, we can handle this levelStep. See if we can go one higher. */
        levelStep++;
    }
 
    /*
     * We just reached an unacceptable value of levelStep in previous loop.
     * So, decrease levelStep to get last acceptable value.
     */
    levelStep--;
 
    /*
     * If there's not enough cache or maintenance_work_mem, fall back to plain
     * inserts.
     */
    if (levelStep <= 0)
    {
        elog(DEBUG1, "failed to switch to buffered GiST build");
        buildstate->buildMode = GIST_BUFFERING_DISABLED;
        return;
    }
 
    /*
     * The second parameter to set is pagesPerBuffer, which determines the
     * size of each buffer. We adjust pagesPerBuffer also during the build,
     * which is why this calculation is in a separate function.
     */
    pagesPerBuffer = calculatePagesPerBuffer(buildstate, levelStep);
 
    /* Initialize GISTBuildBuffers with these parameters */
    buildstate->gfbb = gistInitBuildBuffers(pagesPerBuffer, levelStep,
                                            gistGetMaxLevel(index));
 
    gistInitParentMap(buildstate);
 
    buildstate->buildMode = GIST_BUFFERING_ACTIVE;
 
    elog(DEBUG1, "switched to buffered GiST build; level step = %d, pagesPerBuffer = %d",
         levelStep, pagesPerBuffer);
}
 
/*
 * Calculate pagesPerBuffer parameter for the buffering algorithm.
 *
 * Buffer size is chosen so that assuming that tuples are distributed
 * randomly, emptying half a buffer fills on average one page in every buffer
 * at the next lower level.
 */
static int
calculatePagesPerBuffer(GISTBuildState *buildstate, int levelStep)
{
    double      pagesPerBuffer;
    double      avgIndexTuplesPerPage;
    double      itupAvgSize;
    Size        pageFreeSpace;
 
    /* Calc space of index page which is available for index tuples */
    pageFreeSpace = BLCKSZ - SizeOfPageHeaderData - sizeof(GISTPageOpaqueData)
        - sizeof(ItemIdData)
        - buildstate->freespace;
 
    /*
     * Calculate average size of already inserted index tuples using gathered
     * statistics.
     */
    itupAvgSize = (double) buildstate->indtuplesSize /
        (double) buildstate->indtuples;
 
    avgIndexTuplesPerPage = pageFreeSpace / itupAvgSize;
 
    /*
     * Recalculate required size of buffers.
     */
    pagesPerBuffer = 2 * pow(avgIndexTuplesPerPage, levelStep);
 
    return (int) rint(pagesPerBuffer);
}
 
/*
 * Per-tuple callback for table_index_build_scan.
 */
static void
gistBuildCallback(Relation index,
                  ItemPointer tid,
                  Datum *values,
                  bool *isnull,
                  bool tupleIsAlive,
                  void *state)
{
    GISTBuildState *buildstate = (GISTBuildState *) state;
    IndexTuple  itup;
    MemoryContext oldCtx;
 
    oldCtx = MemoryContextSwitchTo(buildstate->giststate->tempCxt);
 
    /* form an index tuple and point it at the heap tuple */
    itup = gistFormTuple(buildstate->giststate, index,
                         values, isnull,
                         true);
    itup->t_tid = *tid;
 
    /* Update tuple count and total size. */
    buildstate->indtuples += 1;
    buildstate->indtuplesSize += IndexTupleSize(itup);
 
    /*
     * XXX In buffering builds, the tempCxt is also reset down inside
     * gistProcessEmptyingQueue().  This is not great because it risks
     * confusion and possible use of dangling pointers (for example, itup
     * might be already freed when control returns here).  It's generally
     * better that a memory context be "owned" by only one function.  However,
     * currently this isn't causing issues so it doesn't seem worth the amount
     * of refactoring that would be needed to avoid it.
     */
    if (buildstate->buildMode == GIST_BUFFERING_ACTIVE)
    {
        /* We have buffers, so use them. */
        gistBufferingBuildInsert(buildstate, itup);
    }
    else
    {
        /*
         * There's no buffers (yet). Since we already have the index relation
         * locked, we call gistdoinsert directly.
         */
        gistdoinsert(index, itup, buildstate->freespace,
                     buildstate->giststate, buildstate->heaprel, true);
    }
 
    MemoryContextSwitchTo(oldCtx);
    MemoryContextReset(buildstate->giststate->tempCxt);
 
    if (buildstate->buildMode == GIST_BUFFERING_ACTIVE &&
        buildstate->indtuples % BUFFERING_MODE_TUPLE_SIZE_STATS_TARGET == 0)
    {
        /* Adjust the target buffer size now */
        buildstate->gfbb->pagesPerBuffer =
            calculatePagesPerBuffer(buildstate, buildstate->gfbb->levelStep);
    }
 
    /*
     * In 'auto' mode, check if the index has grown too large to fit in cache,
     * and switch to buffering mode if it has.
     *
     * To avoid excessive calls to smgrnblocks(), only check this every
     * BUFFERING_MODE_SWITCH_CHECK_STEP index tuples.
     *
     * In 'stats' state, switch as soon as we have seen enough tuples to have
     * some idea of the average tuple size.
     */
    if ((buildstate->buildMode == GIST_BUFFERING_AUTO &&
         buildstate->indtuples % BUFFERING_MODE_SWITCH_CHECK_STEP == 0 &&
         effective_cache_size < smgrnblocks(RelationGetSmgr(index),
                                            MAIN_FORKNUM)) ||
        (buildstate->buildMode == GIST_BUFFERING_STATS &&
         buildstate->indtuples >= BUFFERING_MODE_TUPLE_SIZE_STATS_TARGET))
    {
        /*
         * Index doesn't fit in effective cache anymore. Try to switch to
         * buffering build mode.
         */
        gistInitBuffering(buildstate);
    }
}
 
/*
 * Insert function for buffering index build.
 */
static void
gistBufferingBuildInsert(GISTBuildState *buildstate, IndexTuple itup)
{
    /* Insert the tuple to buffers. */
    gistProcessItup(buildstate, itup, 0, buildstate->gfbb->rootlevel);
 
    /* If we filled up (half of a) buffer, process buffer emptying. */
    gistProcessEmptyingQueue(buildstate);
}
 
/*
 * Process an index tuple. Runs the tuple down the tree until we reach a leaf
 * page or node buffer, and inserts the tuple there. Returns true if we have
 * to stop buffer emptying process (because one of child buffers can't take
 * index tuples anymore).
 */
static bool
gistProcessItup(GISTBuildState *buildstate, IndexTuple itup,
                BlockNumber startblkno, int startlevel)
{
    GISTSTATE  *giststate = buildstate->giststate;
    GISTBuildBuffers *gfbb = buildstate->gfbb;
    Relation    indexrel = buildstate->indexrel;
    BlockNumber childblkno;
    Buffer      buffer;
    bool        result = false;
    BlockNumber blkno;
    int         level;
    OffsetNumber downlinkoffnum = InvalidOffsetNumber;
    BlockNumber parentblkno = InvalidBlockNumber;
 
    CHECK_FOR_INTERRUPTS();
 
    /*
     * Loop until we reach a leaf page (level == 0) or a level with buffers
     * (not including the level we start at, because we would otherwise make
     * no progress).
     */
    blkno = startblkno;
    level = startlevel;
    for (;;)
    {
        ItemId      iid;
        IndexTuple  idxtuple,
                    newtup;
        Page        page;
        OffsetNumber childoffnum;
 
        /* Have we reached a level with buffers? */
        if (LEVEL_HAS_BUFFERS(level, gfbb) && level != startlevel)
            break;
 
        /* Have we reached a leaf page? */
        if (level == 0)
            break;
 
        /*
         * Nope. Descend down to the next level then. Choose a child to
         * descend down to.
         */
 
        buffer = ReadBuffer(indexrel, blkno);
        LockBuffer(buffer, GIST_EXCLUSIVE);
 
        page = (Page) BufferGetPage(buffer);
        childoffnum = gistchoose(indexrel, page, itup, giststate);
        iid = PageGetItemId(page, childoffnum);
        idxtuple = (IndexTuple) PageGetItem(page, iid);
        childblkno = ItemPointerGetBlockNumber(&(idxtuple->t_tid));
 
        if (level > 1)
            gistMemorizeParent(buildstate, childblkno, blkno);
 
        /*
         * Check that the key representing the target child node is consistent
         * with the key we're inserting. Update it if it's not.
         */
        newtup = gistgetadjusted(indexrel, idxtuple, itup, giststate);
        if (newtup)
        {
            blkno = gistbufferinginserttuples(buildstate,
                                              buffer,
                                              level,
                                              &newtup,
                                              1,
                                              childoffnum,
                                              InvalidBlockNumber,
                                              InvalidOffsetNumber);
            /* gistbufferinginserttuples() released the buffer */
        }
        else
            UnlockReleaseBuffer(buffer);
 
        /* Descend to the child */
        parentblkno = blkno;
        blkno = childblkno;
        downlinkoffnum = childoffnum;
        Assert(level > 0);
        level--;
    }
 
    if (LEVEL_HAS_BUFFERS(level, gfbb))
    {
        /*
         * We've reached level with buffers. Place the index tuple to the
         * buffer, and add the buffer to the emptying queue if it overflows.
         */
        GISTNodeBuffer *childNodeBuffer;
 
        /* Find the buffer or create a new one */
        childNodeBuffer = gistGetNodeBuffer(gfbb, giststate, blkno, level);
 
        /* Add index tuple to it */
        gistPushItupToNodeBuffer(gfbb, childNodeBuffer, itup);
 
        if (BUFFER_OVERFLOWED(childNodeBuffer, gfbb))
            result = true;
    }
    else
    {
        /*
         * We've reached a leaf page. Place the tuple here.
         */
        Assert(level == 0);
        buffer = ReadBuffer(indexrel, blkno);
        LockBuffer(buffer, GIST_EXCLUSIVE);
        gistbufferinginserttuples(buildstate, buffer, level,
                                  &itup, 1, InvalidOffsetNumber,
                                  parentblkno, downlinkoffnum);
        /* gistbufferinginserttuples() released the buffer */
    }
 
    return result;
}
 
/*
 * Insert tuples to a given page.
 *
 * This is analogous with gistinserttuples() in the regular insertion code.
 *
 * Returns the block number of the page where the (first) new or updated tuple
 * was inserted. Usually that's the original page, but might be a sibling page
 * if the original page was split.
 *
 * Caller should hold a lock on 'buffer' on entry. This function will unlock
 * and unpin it.
 */
static BlockNumber
gistbufferinginserttuples(GISTBuildState *buildstate, Buffer buffer, int level,
                          IndexTuple *itup, int ntup, OffsetNumber oldoffnum,
                          BlockNumber parentblk, OffsetNumber downlinkoffnum)
{
    GISTBuildBuffers *gfbb = buildstate->gfbb;
    List       *splitinfo;
    bool        is_split;
    BlockNumber placed_to_blk = InvalidBlockNumber;
 
    is_split = gistplacetopage(buildstate->indexrel,
                               buildstate->freespace,
                               buildstate->giststate,
                               buffer,
                               itup, ntup, oldoffnum, &placed_to_blk,
                               InvalidBuffer,
                               &splitinfo,
                               false,
                               buildstate->heaprel, true);
 
    /*
     * If this is a root split, update the root path item kept in memory. This
     * ensures that all path stacks are always complete, including all parent
     * nodes up to the root. That simplifies the algorithm to re-find correct
     * parent.
     */
    if (is_split && BufferGetBlockNumber(buffer) == GIST_ROOT_BLKNO)
    {
        Page        page = BufferGetPage(buffer);
        OffsetNumber off;
        OffsetNumber maxoff;
 
        Assert(level == gfbb->rootlevel);
        gfbb->rootlevel++;
 
        elog(DEBUG2, "splitting GiST root page, now %d levels deep", gfbb->rootlevel);
 
        /*
         * All the downlinks on the old root page are now on one of the child
         * pages. Visit all the new child pages to memorize the parents of the
         * grandchildren.
         */
        if (gfbb->rootlevel > 1)
        {
            maxoff = PageGetMaxOffsetNumber(page);
            for (off = FirstOffsetNumber; off <= maxoff; off++)
            {
                ItemId      iid = PageGetItemId(page, off);
                IndexTuple  idxtuple = (IndexTuple) PageGetItem(page, iid);
                BlockNumber childblkno = ItemPointerGetBlockNumber(&(idxtuple->t_tid));
                Buffer      childbuf = ReadBuffer(buildstate->indexrel, childblkno);
 
                LockBuffer(childbuf, GIST_SHARE);
                gistMemorizeAllDownlinks(buildstate, childbuf);
                UnlockReleaseBuffer(childbuf);
 
                /*
                 * Also remember that the parent of the new child page is the
                 * root block.
                 */
                gistMemorizeParent(buildstate, childblkno, GIST_ROOT_BLKNO);
            }
        }
    }
 
    if (splitinfo)
    {
        /*
         * Insert the downlinks to the parent. This is analogous with
         * gistfinishsplit() in the regular insertion code, but the locking is
         * simpler, and we have to maintain the buffers on internal nodes and
         * the parent map.
         */
        IndexTuple *downlinks;
        int         ndownlinks,
                    i;
        Buffer      parentBuffer;
        ListCell   *lc;
 
        /* Parent may have changed since we memorized this path. */
        parentBuffer =
            gistBufferingFindCorrectParent(buildstate,
                                           BufferGetBlockNumber(buffer),
                                           level,
                                           &parentblk,
                                           &downlinkoffnum);
 
        /*
         * If there's a buffer associated with this page, that needs to be
         * split too. gistRelocateBuildBuffersOnSplit() will also adjust the
         * downlinks in 'splitinfo', to make sure they're consistent not only
         * with the tuples already on the pages, but also the tuples in the
         * buffers that will eventually be inserted to them.
         */
        gistRelocateBuildBuffersOnSplit(gfbb,
                                        buildstate->giststate,
                                        buildstate->indexrel,
                                        level,
                                        buffer, splitinfo);
 
        /* Create an array of all the downlink tuples */
        ndownlinks = list_length(splitinfo);
        downlinks = (IndexTuple *) palloc(sizeof(IndexTuple) * ndownlinks);
        i = 0;
        foreach(lc, splitinfo)
        {
            GISTPageSplitInfo *splitinfo = lfirst(lc);
 
            /*
             * Remember the parent of each new child page in our parent map.
             * This assumes that the downlinks fit on the parent page. If the
             * parent page is split, too, when we recurse up to insert the
             * downlinks, the recursive gistbufferinginserttuples() call will
             * update the map again.
             */
            if (level > 0)
                gistMemorizeParent(buildstate,
                                   BufferGetBlockNumber(splitinfo->buf),
                                   BufferGetBlockNumber(parentBuffer));
 
            /*
             * Also update the parent map for all the downlinks that got moved
             * to a different page. (actually this also loops through the
             * downlinks that stayed on the original page, but it does no
             * harm).
             */
            if (level > 1)
                gistMemorizeAllDownlinks(buildstate, splitinfo->buf);
 
            /*
             * Since there's no concurrent access, we can release the lower
             * level buffers immediately. This includes the original page.
             */
            UnlockReleaseBuffer(splitinfo->buf);
            downlinks[i++] = splitinfo->downlink;
        }
 
        /* Insert them into parent. */
        gistbufferinginserttuples(buildstate, parentBuffer, level + 1,
                                  downlinks, ndownlinks, downlinkoffnum,
                                  InvalidBlockNumber, InvalidOffsetNumber);
 
        list_free_deep(splitinfo);  /* we don't need this anymore */
    }
    else
        UnlockReleaseBuffer(buffer);
 
    return placed_to_blk;
}
 
/*
 * Find the downlink pointing to a child page.
 *
 * 'childblkno' indicates the child page to find the parent for. 'level' is
 * the level of the child. On entry, *parentblkno and *downlinkoffnum can
 * point to a location where the downlink used to be - we will check that
 * location first, and save some cycles if it hasn't moved. The function
 * returns a buffer containing the downlink, exclusively-locked, and
 * *parentblkno and *downlinkoffnum are set to the real location of the
 * downlink.
 *
 * If the child page is a leaf (level == 0), the caller must supply a correct
 * parentblkno. Otherwise we use the parent map hash table to find the parent
 * block.
 *
 * This function serves the same purpose as gistFindCorrectParent() during
 * normal index inserts, but this is simpler because we don't need to deal
 * with concurrent inserts.
 */
static Buffer
gistBufferingFindCorrectParent(GISTBuildState *buildstate,
                               BlockNumber childblkno, int level,
                               BlockNumber *parentblkno,
                               OffsetNumber *downlinkoffnum)
{
    BlockNumber parent;
    Buffer      buffer;
    Page        page;
    OffsetNumber maxoff;
    OffsetNumber off;
 
    if (level > 0)
        parent = gistGetParent(buildstate, childblkno);
    else
    {
        /*
         * For a leaf page, the caller must supply a correct parent block
         * number.
         */
        if (*parentblkno == InvalidBlockNumber)
            elog(ERROR, "no parent buffer provided of child %u", childblkno);
        parent = *parentblkno;
    }
 
    buffer = ReadBuffer(buildstate->indexrel, parent);
    page = BufferGetPage(buffer);
    LockBuffer(buffer, GIST_EXCLUSIVE);
    gistcheckpage(buildstate->indexrel, buffer);
    maxoff = PageGetMaxOffsetNumber(page);
 
    /* Check if it was not moved */
    if (parent == *parentblkno && *parentblkno != InvalidBlockNumber &&
        *downlinkoffnum != InvalidOffsetNumber && *downlinkoffnum <= maxoff)
    {
        ItemId      iid = PageGetItemId(page, *downlinkoffnum);
        IndexTuple  idxtuple = (IndexTuple) PageGetItem(page, iid);
 
        if (ItemPointerGetBlockNumber(&(idxtuple->t_tid)) == childblkno)
        {
            /* Still there */
            return buffer;
        }
    }
 
    /*
     * Downlink was not at the offset where it used to be. Scan the page to
     * find it. During normal gist insertions, it might've moved to another
     * page, to the right, but during a buffering build, we keep track of the
     * parent of each page in the lookup table so we should always know what
     * page it's on.
     */
    for (off = FirstOffsetNumber; off <= maxoff; off = OffsetNumberNext(off))
    {
        ItemId      iid = PageGetItemId(page, off);
        IndexTuple  idxtuple = (IndexTuple) PageGetItem(page, iid);
 
        if (ItemPointerGetBlockNumber(&(idxtuple->t_tid)) == childblkno)
        {
            /* yes!!, found it */
            *downlinkoffnum = off;
            return buffer;
        }
    }
 
    elog(ERROR, "failed to re-find parent for block %u", childblkno);
    return InvalidBuffer;       /* keep compiler quiet */
}
 
/*
 * Process buffers emptying stack. Emptying of one buffer can cause emptying
 * of other buffers. This function iterates until this cascading emptying
 * process finished, e.g. until buffers emptying stack is empty.
 */
static void
gistProcessEmptyingQueue(GISTBuildState *buildstate)
{
    GISTBuildBuffers *gfbb = buildstate->gfbb;
 
    /* Iterate while we have elements in buffers emptying stack. */
    while (gfbb->bufferEmptyingQueue != NIL)
    {
        GISTNodeBuffer *emptyingNodeBuffer;
 
        /* Get node buffer from emptying stack. */
        emptyingNodeBuffer = (GISTNodeBuffer *) linitial(gfbb->bufferEmptyingQueue);
        gfbb->bufferEmptyingQueue = list_delete_first(gfbb->bufferEmptyingQueue);
        emptyingNodeBuffer->queuedForEmptying = false;
 
        /*
         * We are going to load last pages of buffers where emptying will be
         * to. So let's unload any previously loaded buffers.
         */
        gistUnloadNodeBuffers(gfbb);
 
        /*
         * Pop tuples from the buffer and run them down to the buffers at
         * lower level, or leaf pages. We continue until one of the lower
         * level buffers fills up, or this buffer runs empty.
         *
         * In Arge et al's paper, the buffer emptying is stopped after
         * processing 1/2 node buffer worth of tuples, to avoid overfilling
         * any of the lower level buffers. However, it's more efficient to
         * keep going until one of the lower level buffers actually fills up,
         * so that's what we do. This doesn't need to be exact, if a buffer
         * overfills by a few tuples, there's no harm done.
         */
        while (true)
        {
            IndexTuple  itup;
 
            /* Get next index tuple from the buffer */
            if (!gistPopItupFromNodeBuffer(gfbb, emptyingNodeBuffer, &itup))
                break;
 
            /*
             * Run it down to the underlying node buffer or leaf page.
             *
             * Note: it's possible that the buffer we're emptying splits as a
             * result of this call. If that happens, our emptyingNodeBuffer
             * points to the left half of the split. After split, it's very
             * likely that the new left buffer is no longer over the half-full
             * threshold, but we might as well keep flushing tuples from it
             * until we fill a lower-level buffer.
             */
            if (gistProcessItup(buildstate, itup, emptyingNodeBuffer->nodeBlocknum, emptyingNodeBuffer->level))
            {
                /*
                 * A lower level buffer filled up. Stop emptying this buffer,
                 * to avoid overflowing the lower level buffer.
                 */
                break;
            }
 
            /* Free all the memory allocated during index tuple processing */
            MemoryContextReset(buildstate->giststate->tempCxt);
        }
    }
}
 
/*
 * Empty all node buffers, from top to bottom. This is done at the end of
 * index build to flush all remaining tuples to the index.
 *
 * Note: This destroys the buffersOnLevels lists, so the buffers should not
 * be inserted to after this call.
 */
static void
gistEmptyAllBuffers(GISTBuildState *buildstate)
{
    GISTBuildBuffers *gfbb = buildstate->gfbb;
    MemoryContext oldCtx;
    int         i;
 
    oldCtx = MemoryContextSwitchTo(buildstate->giststate->tempCxt);
 
    /*
     * Iterate through the levels from top to bottom.
     */
    for (i = gfbb->buffersOnLevelsLen - 1; i >= 0; i--)
    {
        /*
         * Empty all buffers on this level. Note that new buffers can pop up
         * in the list during the processing, as a result of page splits, so a
         * simple walk through the list won't work. We remove buffers from the
         * list when we see them empty; a buffer can't become non-empty once
         * it's been fully emptied.
         */
        while (gfbb->buffersOnLevels[i] != NIL)
        {
            GISTNodeBuffer *nodeBuffer;
 
            nodeBuffer = (GISTNodeBuffer *) linitial(gfbb->buffersOnLevels[i]);
 
            if (nodeBuffer->blocksCount != 0)
            {
                /*
                 * Add this buffer to the emptying queue, and proceed to empty
                 * the queue.
                 */
                if (!nodeBuffer->queuedForEmptying)
                {
                    MemoryContextSwitchTo(gfbb->context);
                    nodeBuffer->queuedForEmptying = true;
                    gfbb->bufferEmptyingQueue =
                        lcons(nodeBuffer, gfbb->bufferEmptyingQueue);
                    MemoryContextSwitchTo(buildstate->giststate->tempCxt);
                }
                gistProcessEmptyingQueue(buildstate);
            }
            else
                gfbb->buffersOnLevels[i] =
                    list_delete_first(gfbb->buffersOnLevels[i]);
        }
        elog(DEBUG2, "emptied all buffers at level %d", i);
    }
    MemoryContextSwitchTo(oldCtx);
}
 
/*
 * Get the depth of the GiST index.
 */
static int
gistGetMaxLevel(Relation index)
{
    int         maxLevel;
    BlockNumber blkno;
 
    /*
     * Traverse down the tree, starting from the root, until we hit the leaf
     * level.
     */
    maxLevel = 0;
    blkno = GIST_ROOT_BLKNO;
    while (true)
    {
        Buffer      buffer;
        Page        page;
        IndexTuple  itup;
 
        buffer = ReadBuffer(index, blkno);
 
        /*
         * There's no concurrent access during index build, so locking is just
         * pro forma.
         */
        LockBuffer(buffer, GIST_SHARE);
        page = (Page) BufferGetPage(buffer);
 
        if (GistPageIsLeaf(page))
        {
            /* We hit the bottom, so we're done. */
            UnlockReleaseBuffer(buffer);
            break;
        }
 
        /*
         * Pick the first downlink on the page, and follow it. It doesn't
         * matter which downlink we choose, the tree has the same depth
         * everywhere, so we just pick the first one.
         */
        itup = (IndexTuple) PageGetItem(page,
                                        PageGetItemId(page, FirstOffsetNumber));
        blkno = ItemPointerGetBlockNumber(&(itup->t_tid));
        UnlockReleaseBuffer(buffer);
 
        /*
         * We're going down on the tree. It means that there is yet one more
         * level in the tree.
         */
        maxLevel++;
    }
    return maxLevel;
}
 
 
/*
 * Routines for managing the parent map.
 *
 * Whenever a page is split, we need to insert the downlinks into the parent.
 * We need to somehow find the parent page to do that. In normal insertions,
 * we keep a stack of nodes visited when we descend the tree. However, in
 * buffering build, we can start descending the tree from any internal node,
 * when we empty a buffer by cascading tuples to its children. So we don't
 * have a full stack up to the root available at that time.
 *
 * So instead, we maintain a hash table to track the parent of every internal
 * page. We don't need to track the parents of leaf nodes, however. Whenever
 * we insert to a leaf, we've just descended down from its parent, so we know
 * its immediate parent already. This helps a lot to limit the memory used
 * by this hash table.
 *
 * Whenever an internal node is split, the parent map needs to be updated.
 * the parent of the new child page needs to be recorded, and also the
 * entries for all page whose downlinks are moved to a new page at the split
 * needs to be updated.
 *
 * We also update the parent map whenever we descend the tree. That might seem
 * unnecessary, because we maintain the map whenever a downlink is moved or
 * created, but it is needed because we switch to buffering mode after
 * creating a tree with regular index inserts. Any pages created before
 * switching to buffering mode will not be present in the parent map initially,
 * but will be added there the first time we visit them.
 */
 
typedef struct
{
    BlockNumber childblkno;     /* hash key */
    BlockNumber parentblkno;
} ParentMapEntry;
 
static void
gistInitParentMap(GISTBuildState *buildstate)
{
    HASHCTL     hashCtl;
 
    hashCtl.keysize = sizeof(BlockNumber);
    hashCtl.entrysize = sizeof(ParentMapEntry);
    hashCtl.hcxt = CurrentMemoryContext;
    buildstate->parentMap = hash_create("gistbuild parent map",
                                        1024,
                                        &hashCtl,
                                        HASH_ELEM | HASH_BLOBS | HASH_CONTEXT);
}
 
static void
gistMemorizeParent(GISTBuildState *buildstate, BlockNumber child, BlockNumber parent)
{
    ParentMapEntry *entry;
    bool        found;
 
    entry = (ParentMapEntry *) hash_search(buildstate->parentMap,
                                           &child,
                                           HASH_ENTER,
                                           &found);
    entry->parentblkno = parent;
}
 
/*
 * Scan all downlinks on a page, and memorize their parent.
 */
static void
gistMemorizeAllDownlinks(GISTBuildState *buildstate, Buffer parentbuf)
{
    OffsetNumber maxoff;
    OffsetNumber off;
    BlockNumber parentblkno = BufferGetBlockNumber(parentbuf);
    Page        page = BufferGetPage(parentbuf);
 
    Assert(!GistPageIsLeaf(page));
 
    maxoff = PageGetMaxOffsetNumber(page);
    for (off = FirstOffsetNumber; off <= maxoff; off++)
    {
        ItemId      iid = PageGetItemId(page, off);
        IndexTuple  idxtuple = (IndexTuple) PageGetItem(page, iid);
        BlockNumber childblkno = ItemPointerGetBlockNumber(&(idxtuple->t_tid));
 
        gistMemorizeParent(buildstate, childblkno, parentblkno);
    }
}
 
static BlockNumber
gistGetParent(GISTBuildState *buildstate, BlockNumber child)
{
    ParentMapEntry *entry;
    bool        found;
 
    /* Find node buffer in hash table */
    entry = (ParentMapEntry *) hash_search(buildstate->parentMap,
                                           &child,
                                           HASH_FIND,
                                           &found);
    if (!found)
        elog(ERROR, "could not find parent of block %u in lookup table", child);
 
    return entry->parentblkno;
}