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https://github.com/pgvector/pgvector.git
synced 2026-06-06 05:51:21 +08:00
Updated distance to use double
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@@ -160,7 +160,7 @@ typedef struct HnswSearchCandidate
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pairingheap_node c_node;
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pairingheap_node w_node;
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HnswElementPtr element;
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float distance;
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double distance;
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} HnswSearchCandidate;
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/* HNSW index options */
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@@ -390,7 +390,7 @@ void HnswInitNeighbors(char *base, HnswElement element, int m, HnswAllocator *
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bool HnswInsertTupleOnDisk(Relation index, Datum value, Datum *values, bool *isnull, ItemPointer heap_tid, bool building);
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void HnswUpdateNeighborsOnDisk(Relation index, FmgrInfo *procinfo, Oid collation, HnswElement e, int m, bool checkExisting, bool building);
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void HnswLoadElementFromTuple(HnswElement element, HnswElementTuple etup, bool loadHeaptids, bool loadVec);
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void HnswLoadElement(HnswElement element, float *distance, Datum *q, Relation index, FmgrInfo *procinfo, Oid collation, bool loadVec, float *maxDistance);
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void HnswLoadElement(HnswElement element, double *distance, Datum *q, Relation index, FmgrInfo *procinfo, Oid collation, bool loadVec, double *maxDistance);
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void HnswSetElementTuple(char *base, HnswElementTuple etup, HnswElement element);
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void HnswUpdateConnection(char *base, HnswElement element, HnswCandidate * hc, int lm, int lc, int *updateIdx, Relation index, FmgrInfo *procinfo, Oid collation);
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void HnswLoadNeighbors(HnswElement element, Relation index, int m);
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@@ -549,7 +549,7 @@ HnswLoadElementFromTuple(HnswElement element, HnswElementTuple etup, bool loadHe
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* Load an element and optionally get its distance from q
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*/
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static void
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HnswLoadElementImpl(BlockNumber blkno, OffsetNumber offno, float *distance, Datum *q, Relation index, FmgrInfo *procinfo, Oid collation, bool loadVec, float *maxDistance, HnswElement * element)
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HnswLoadElementImpl(BlockNumber blkno, OffsetNumber offno, double *distance, Datum *q, Relation index, FmgrInfo *procinfo, Oid collation, bool loadVec, double *maxDistance, HnswElement * element)
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{
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Buffer buf;
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Page page;
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@@ -570,7 +570,7 @@ HnswLoadElementImpl(BlockNumber blkno, OffsetNumber offno, float *distance, Datu
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if (DatumGetPointer(*q) == NULL)
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*distance = 0;
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else
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*distance = (float) DatumGetFloat8(FunctionCall2Coll(procinfo, collation, *q, PointerGetDatum(&etup->data)));
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*distance = DatumGetFloat8(FunctionCall2Coll(procinfo, collation, *q, PointerGetDatum(&etup->data)));
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}
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/* Load element */
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@@ -589,7 +589,7 @@ HnswLoadElementImpl(BlockNumber blkno, OffsetNumber offno, float *distance, Datu
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* Load an element and optionally get its distance from q
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*/
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void
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HnswLoadElement(HnswElement element, float *distance, Datum *q, Relation index, FmgrInfo *procinfo, Oid collation, bool loadVec, float *maxDistance)
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HnswLoadElement(HnswElement element, double *distance, Datum *q, Relation index, FmgrInfo *procinfo, Oid collation, bool loadVec, double *maxDistance)
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{
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HnswLoadElementImpl(element->blkno, element->offno, distance, q, index, procinfo, collation, loadVec, maxDistance, &element);
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}
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@@ -597,7 +597,7 @@ HnswLoadElement(HnswElement element, float *distance, Datum *q, Relation index,
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/*
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* Get the distance for an element
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*/
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static float
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static double
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GetElementDistance(char *base, HnswElement element, Datum q, FmgrInfo *procinfo, Oid collation)
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{
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Datum value = HnswGetValue(base, element);
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@@ -857,7 +857,7 @@ HnswSearchLayer(char *base, Datum q, List *ep, int ef, int lc, Relation index, F
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{
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HnswElement eElement;
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HnswSearchCandidate *e;
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float eDistance;
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double eDistance;
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bool alwaysAdd = wlen < ef;
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f = HnswGetSearchCandidate(w_node, pairingheap_first(W));
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@@ -1163,7 +1163,12 @@ HnswUpdateConnection(char *base, HnswElement element, HnswCandidate * hc, int lm
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HnswElement hc3Element = HnswPtrAccess(base, hc3->element);
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if (HnswPtrIsNull(base, hc3Element->value))
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HnswLoadElement(hc3Element, &hc3->distance, &q, index, procinfo, collation, true, NULL);
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{
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double distance;
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HnswLoadElement(hc3Element, &distance, &q, index, procinfo, collation, true, NULL);
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hc3->distance = distance;
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}
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else
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hc3->distance = GetElementDistance(base, hc3Element, q, procinfo, collation);
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