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2 Commits

Author SHA1 Message Date
Andrew Kane
c207a2d50e Reduced lock contention with parallel HNSW index builds 2024-03-11 19:50:48 -07:00
Andrew Kane
569fd36396 Improved performance of parallel HNSW index builds 2024-03-11 18:32:39 -07:00
3 changed files with 26 additions and 14 deletions

View File

@@ -1,6 +1,6 @@
## 0.6.2 (unreleased) ## 0.6.2 (unreleased)
- Improved performance of parallel HNSW index builds - Reduced lock contention with parallel HNSW index builds
## 0.6.1 (2024-03-04) ## 0.6.1 (2024-03-04)

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@@ -185,6 +185,7 @@ typedef struct HnswGraph
/* Entry state */ /* Entry state */
LWLock entryLock; LWLock entryLock;
LWLock entryWaitLock;
HnswElementPtr entryPoint; HnswElementPtr entryPoint;
/* Allocations state */ /* Allocations state */

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@@ -400,7 +400,7 @@ UpdateNeighborsInMemory(char *base, FmgrInfo *procinfo, Oid collation, HnswEleme
* Update graph in memory * Update graph in memory
*/ */
static void 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; HnswGraph *graph = buildstate->graph;
char *base = buildstate->hnswarea; char *base = buildstate->hnswarea;
@@ -416,7 +416,7 @@ UpdateGraphInMemory(FmgrInfo *procinfo, Oid collation, HnswElement element, int
UpdateNeighborsInMemory(base, procinfo, collation, element, m); UpdateNeighborsInMemory(base, procinfo, collation, element, m);
/* Update entry point if needed (already have lock) */ /* Update entry point if needed (already have lock) */
if (updateEntryPoint) if (entryPoint == NULL || element->level > entryPoint->level)
HnswPtrStore(base, graph->entryPoint, element); HnswPtrStore(base, graph->entryPoint, element);
} }
@@ -431,32 +431,42 @@ InsertTupleInMemory(HnswBuildState * buildstate, HnswElement element)
HnswGraph *graph = buildstate->graph; HnswGraph *graph = buildstate->graph;
HnswElement entryPoint; HnswElement entryPoint;
LWLock *entryLock = &graph->entryLock; LWLock *entryLock = &graph->entryLock;
LWLock *entryWaitLock = &graph->entryWaitLock;
int efConstruction = buildstate->efConstruction; int efConstruction = buildstate->efConstruction;
int m = buildstate->m; int m = buildstate->m;
char *base = buildstate->hnswarea; char *base = buildstate->hnswarea;
bool updateEntryPoint;
/* Wait if another process needs exclusive lock */
if (LWLockAcquireOrWait(entryWaitLock, LW_EXCLUSIVE))
LWLockRelease(entryWaitLock);
/* Get entry point */ /* Get entry point */
LWLockAcquire(entryLock, LW_EXCLUSIVE); LWLockAcquire(entryLock, LW_SHARED);
entryPoint = HnswPtrAccess(base, graph->entryPoint); entryPoint = HnswPtrAccess(base, graph->entryPoint);
/* Pause new inserts when updating entry point */ /* Prevent concurrent inserts when likely updating entry point */
/* May still be in-flight inserts */ if (entryPoint == NULL || element->level > entryPoint->level)
updateEntryPoint = entryPoint == NULL || element->level > entryPoint->level; {
/* Release shared lock */
/* Release entry lock */
if (!updateEntryPoint)
LWLockRelease(entryLock); LWLockRelease(entryLock);
/* Get exclusive lock */
LWLockAcquire(entryWaitLock, LW_EXCLUSIVE);
LWLockAcquire(entryLock, LW_EXCLUSIVE);
LWLockRelease(entryWaitLock);
/* Get latest entry point after lock is acquired */
entryPoint = HnswPtrAccess(base, graph->entryPoint);
}
/* Find neighbors for element */ /* Find neighbors for element */
HnswFindElementNeighbors(base, element, entryPoint, NULL, procinfo, collation, m, efConstruction, false); HnswFindElementNeighbors(base, element, entryPoint, NULL, procinfo, collation, m, efConstruction, false);
/* Update graph in memory */ /* Update graph in memory */
UpdateGraphInMemory(procinfo, collation, element, m, efConstruction, updateEntryPoint, buildstate); UpdateGraphInMemory(procinfo, collation, element, m, efConstruction, entryPoint, buildstate);
/* Release entry lock */ /* Release entry lock */
if (updateEntryPoint) LWLockRelease(entryLock);
LWLockRelease(entryLock);
} }
/* /*
@@ -609,6 +619,7 @@ InitGraph(HnswGraph * graph, char *base, long memoryTotal)
graph->indtuples = 0; graph->indtuples = 0;
SpinLockInit(&graph->lock); SpinLockInit(&graph->lock);
LWLockInitialize(&graph->entryLock, hnsw_lock_tranche_id); LWLockInitialize(&graph->entryLock, hnsw_lock_tranche_id);
LWLockInitialize(&graph->entryWaitLock, hnsw_lock_tranche_id);
LWLockInitialize(&graph->allocatorLock, hnsw_lock_tranche_id); LWLockInitialize(&graph->allocatorLock, hnsw_lock_tranche_id);
LWLockInitialize(&graph->flushLock, hnsw_lock_tranche_id); LWLockInitialize(&graph->flushLock, hnsw_lock_tranche_id);
} }