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Author SHA1 Message Date
Andrew Kane
fb2782c9f6 Improved debugging for HNSW locks [skip ci] 2024-03-11 16:15:06 -07:00
4 changed files with 43 additions and 27 deletions

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@@ -1,7 +1,3 @@
## 0.6.2 (unreleased)
- Improved performance of parallel HNSW index builds
## 0.6.1 (2024-03-04)
- Fixed error with `ANALYZE` and vectors with different dimensions

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@@ -17,7 +17,10 @@
#endif
int hnsw_ef_search;
int hnsw_lock_tranche_id;
int hnsw_entry_lock_tranche_id;
int hnsw_allocator_lock_tranche_id;
int hnsw_flush_lock_tranche_id;
int hnsw_element_lock_tranche_id;
static relopt_kind hnsw_relopt_kind;
/*
@@ -36,16 +39,27 @@ HnswInitLockTranche(void)
bool found;
LWLockAcquire(AddinShmemInitLock, LW_EXCLUSIVE);
tranche_ids = ShmemInitStruct("hnsw LWLock ids",
sizeof(int) * 1,
tranche_ids = ShmemInitStruct("hnsw LWLock ids v2",
sizeof(int) * 4,
&found);
if (!found)
{
tranche_ids[0] = LWLockNewTrancheId();
hnsw_lock_tranche_id = tranche_ids[0];
tranche_ids[1] = LWLockNewTrancheId();
tranche_ids[2] = LWLockNewTrancheId();
tranche_ids[3] = LWLockNewTrancheId();
}
hnsw_entry_lock_tranche_id = tranche_ids[0];
hnsw_allocator_lock_tranche_id = tranche_ids[1];
hnsw_flush_lock_tranche_id = tranche_ids[2];
hnsw_element_lock_tranche_id = tranche_ids[3];
LWLockRelease(AddinShmemInitLock);
/* Per-backend registration of the tranche ID */
LWLockRegisterTranche(hnsw_lock_tranche_id, "HnswBuild");
LWLockRegisterTranche(hnsw_entry_lock_tranche_id, "HnswEntry");
LWLockRegisterTranche(hnsw_allocator_lock_tranche_id, "HnswAllocator");
LWLockRegisterTranche(hnsw_flush_lock_tranche_id, "HnswFlush");
LWLockRegisterTranche(hnsw_element_lock_tranche_id, "HnswElement");
}
/*

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@@ -113,7 +113,10 @@
/* Variables */
extern int hnsw_ef_search;
extern int hnsw_lock_tranche_id;
extern int hnsw_entry_lock_tranche_id;
extern int hnsw_allocator_lock_tranche_id;
extern int hnsw_flush_lock_tranche_id;
extern int hnsw_element_lock_tranche_id;
typedef struct HnswElementData HnswElementData;
typedef struct HnswNeighborArray HnswNeighborArray;

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@@ -400,7 +400,7 @@ UpdateNeighborsInMemory(char *base, FmgrInfo *procinfo, Oid collation, HnswEleme
* Update graph in memory
*/
static void
UpdateGraphInMemory(FmgrInfo *procinfo, Oid collation, HnswElement element, int m, int efConstruction, bool updateEntryPoint, HnswBuildState * buildstate)
UpdateGraphInMemory(FmgrInfo *procinfo, Oid collation, HnswElement element, int m, int efConstruction, HnswElement entryPoint, HnswBuildState * buildstate)
{
HnswGraph *graph = buildstate->graph;
char *base = buildstate->hnswarea;
@@ -416,7 +416,7 @@ UpdateGraphInMemory(FmgrInfo *procinfo, Oid collation, HnswElement element, int
UpdateNeighborsInMemory(base, procinfo, collation, element, m);
/* Update entry point if needed (already have lock) */
if (updateEntryPoint)
if (entryPoint == NULL || element->level > entryPoint->level)
HnswPtrStore(base, graph->entryPoint, element);
}
@@ -434,29 +434,32 @@ InsertTupleInMemory(HnswBuildState * buildstate, HnswElement element)
int efConstruction = buildstate->efConstruction;
int m = buildstate->m;
char *base = buildstate->hnswarea;
bool updateEntryPoint;
/* Get entry point */
LWLockAcquire(entryLock, LW_EXCLUSIVE);
LWLockAcquire(entryLock, LW_SHARED);
entryPoint = HnswPtrAccess(base, graph->entryPoint);
/* Pause new inserts when updating entry point */
/* May still be in-flight inserts */
updateEntryPoint = entryPoint == NULL || element->level > entryPoint->level;
/* Release entry lock */
if (!updateEntryPoint)
/* Prevent concurrent inserts when likely updating entry point */
if (entryPoint == NULL || element->level > entryPoint->level)
{
/* Release shared lock */
LWLockRelease(entryLock);
/* Get exclusive lock */
LWLockAcquire(entryLock, LW_EXCLUSIVE);
/* Get latest entry point after lock is acquired */
entryPoint = HnswPtrAccess(base, graph->entryPoint);
}
/* Find neighbors for element */
HnswFindElementNeighbors(base, element, entryPoint, NULL, procinfo, collation, m, efConstruction, false);
/* Update graph in memory */
UpdateGraphInMemory(procinfo, collation, element, m, efConstruction, updateEntryPoint, buildstate);
UpdateGraphInMemory(procinfo, collation, element, m, efConstruction, entryPoint, buildstate);
/* Release entry lock */
if (updateEntryPoint)
LWLockRelease(entryLock);
LWLockRelease(entryLock);
}
/*
@@ -545,7 +548,7 @@ InsertTuple(Relation index, Datum *values, bool *isnull, ItemPointer heaptid, Hn
HnswPtrStore(base, element->value, valuePtr);
/* Create a lock for the element */
LWLockInitialize(&element->lock, hnsw_lock_tranche_id);
LWLockInitialize(&element->lock, hnsw_element_lock_tranche_id);
/* Insert tuple */
InsertTupleInMemory(buildstate, element);
@@ -608,9 +611,9 @@ InitGraph(HnswGraph * graph, char *base, long memoryTotal)
graph->flushed = false;
graph->indtuples = 0;
SpinLockInit(&graph->lock);
LWLockInitialize(&graph->entryLock, hnsw_lock_tranche_id);
LWLockInitialize(&graph->allocatorLock, hnsw_lock_tranche_id);
LWLockInitialize(&graph->flushLock, hnsw_lock_tranche_id);
LWLockInitialize(&graph->entryLock, hnsw_entry_lock_tranche_id);
LWLockInitialize(&graph->allocatorLock, hnsw_allocator_lock_tranche_id);
LWLockInitialize(&graph->flushLock, hnsw_flush_lock_tranche_id);
}
/*