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https://github.com/pgvector/pgvector.git
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Moved insert-specific code to hnswinsert.c
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@@ -364,6 +364,32 @@ HnswLoadNeighbors(HnswElement element, Relation index, int m, int lm, int lc)
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return neighbors;
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}
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/*
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* Load elements for insert
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*/
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static void
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LoadElementsForInsert(HnswNeighborArray * neighbors, Datum q, int *idx, Relation index, FmgrInfo *procinfo, Oid collation)
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{
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char *base = NULL;
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for (int i = 0; i < neighbors->length; i++)
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{
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HnswCandidate *hc = &neighbors->items[i];
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HnswElement element = HnswPtrAccess(base, hc->element);
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double distance;
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HnswLoadElement(element, &distance, &q, index, procinfo, collation, true, NULL);
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hc->distance = distance;
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/* Prune element if being deleted */
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if (element->heaptidsLength == 0)
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{
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*idx = i;
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break;
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}
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}
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}
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/*
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* Check if connection already exists
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*/
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@@ -426,7 +452,17 @@ HnswUpdateNeighborsOnDisk(Relation index, FmgrInfo *procinfo, Oid collation, Hns
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*/
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/* Select neighbors */
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HnswUpdateConnection(NULL, e, hc, neighborNeighbors, lm, &idx, index, procinfo, collation);
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if (neighbors->length < lm)
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idx = -2;
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else
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{
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Datum q = HnswGetValue(base, neighborElement);
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LoadElementsForInsert(neighborNeighbors, q, &idx, index, procinfo, collation);
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if (idx == -1)
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HnswUpdateConnection(base, e, hc, neighborNeighbors, lm, &idx, index, procinfo, collation);
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}
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/* New element was not selected as a neighbor */
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if (idx == -1)
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@@ -1074,39 +1074,12 @@ AddConnections(char *base, HnswElement element, List *neighbors, int lc)
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a->items[a->length++] = *((HnswCandidate *) lfirst(lc2));
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}
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/*
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* Load elements for insert
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*/
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static void
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LoadElementsForInsert(HnswNeighborArray * neighbors, Datum q, HnswCandidate * *pruned, Relation index, FmgrInfo *procinfo, Oid collation)
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{
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char *base = NULL;
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for (int i = 0; i < neighbors->length; i++)
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{
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HnswCandidate *hc = &neighbors->items[i];
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HnswElement element = HnswPtrAccess(base, hc->element);
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double distance;
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HnswLoadElement(element, &distance, &q, index, procinfo, collation, true, NULL);
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hc->distance = distance;
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/* Prune element if being deleted */
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if (element->heaptidsLength == 0)
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{
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*pruned = &neighbors->items[i];
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break;
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}
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}
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}
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/*
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* Update connections
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*/
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void
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HnswUpdateConnection(char *base, HnswElement newElement, HnswCandidate * hc, HnswNeighborArray * neighbors, int lm, int *updateIdx, Relation index, FmgrInfo *procinfo, Oid collation)
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{
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HnswElement hce = HnswPtrAccess(base, hc->element);
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HnswCandidate newHc;
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HnswPtrStore(base, newHc.element, newElement);
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@@ -1123,27 +1096,19 @@ HnswUpdateConnection(char *base, HnswElement newElement, HnswCandidate * hc, Hns
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else
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{
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/* Shrink connections */
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List *c = NIL;
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HnswCandidate *pruned = NULL;
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/* Load elements on insert */
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if (index != NULL)
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LoadElementsForInsert(neighbors, HnswGetValue(base, hce), &pruned, index, procinfo, collation);
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/* Add candidates */
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for (int i = 0; i < neighbors->length; i++)
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c = lappend(c, &neighbors->items[i]);
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c = lappend(c, &newHc);
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SelectNeighbors(base, c, lm, procinfo, collation, neighbors, &newHc, &pruned, true);
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/* Should not happen */
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if (pruned == NULL)
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{
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List *c = NIL;
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/* Add candidates */
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for (int i = 0; i < neighbors->length; i++)
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c = lappend(c, &neighbors->items[i]);
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c = lappend(c, &newHc);
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SelectNeighbors(base, c, lm, procinfo, collation, neighbors, &newHc, &pruned, true);
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/* Should not happen */
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if (pruned == NULL)
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return;
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}
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return;
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/* Find and replace the pruned element */
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for (int i = 0; i < neighbors->length; i++)
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