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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
4 changed files with 23 additions and 27 deletions

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

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@@ -17,10 +17,7 @@
#endif #endif
int hnsw_ef_search; int hnsw_ef_search;
int hnsw_entry_lock_tranche_id; int hnsw_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; static relopt_kind hnsw_relopt_kind;
/* /*
@@ -39,27 +36,16 @@ HnswInitLockTranche(void)
bool found; bool found;
LWLockAcquire(AddinShmemInitLock, LW_EXCLUSIVE); LWLockAcquire(AddinShmemInitLock, LW_EXCLUSIVE);
tranche_ids = ShmemInitStruct("hnsw LWLock ids v2", tranche_ids = ShmemInitStruct("hnsw LWLock ids",
sizeof(int) * 4, sizeof(int) * 1,
&found); &found);
if (!found) if (!found)
{
tranche_ids[0] = LWLockNewTrancheId(); tranche_ids[0] = LWLockNewTrancheId();
tranche_ids[1] = LWLockNewTrancheId(); hnsw_lock_tranche_id = tranche_ids[0];
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); LWLockRelease(AddinShmemInitLock);
/* Per-backend registration of the tranche ID */ /* Per-backend registration of the tranche ID */
LWLockRegisterTranche(hnsw_entry_lock_tranche_id, "HnswEntry"); LWLockRegisterTranche(hnsw_lock_tranche_id, "HnswBuild");
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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@@ -113,10 +113,7 @@
/* Variables */ /* Variables */
extern int hnsw_ef_search; extern int hnsw_ef_search;
extern int hnsw_entry_lock_tranche_id; extern int hnsw_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 HnswElementData HnswElementData;
typedef struct HnswNeighborArray HnswNeighborArray; typedef struct HnswNeighborArray HnswNeighborArray;
@@ -188,6 +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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@@ -431,10 +431,15 @@ 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;
/* Wait if another process needs exclusive lock */
if (LWLockAcquireOrWait(entryWaitLock, LW_EXCLUSIVE))
LWLockRelease(entryWaitLock);
/* Get entry point */ /* Get entry point */
LWLockAcquire(entryLock, LW_SHARED); LWLockAcquire(entryLock, LW_SHARED);
entryPoint = HnswPtrAccess(base, graph->entryPoint); entryPoint = HnswPtrAccess(base, graph->entryPoint);
@@ -446,7 +451,9 @@ InsertTupleInMemory(HnswBuildState * buildstate, HnswElement element)
LWLockRelease(entryLock); LWLockRelease(entryLock);
/* Get exclusive lock */ /* Get exclusive lock */
LWLockAcquire(entryWaitLock, LW_EXCLUSIVE);
LWLockAcquire(entryLock, LW_EXCLUSIVE); LWLockAcquire(entryLock, LW_EXCLUSIVE);
LWLockRelease(entryWaitLock);
/* Get latest entry point after lock is acquired */ /* Get latest entry point after lock is acquired */
entryPoint = HnswPtrAccess(base, graph->entryPoint); entryPoint = HnswPtrAccess(base, graph->entryPoint);
@@ -548,7 +555,7 @@ InsertTuple(Relation index, Datum *values, bool *isnull, ItemPointer heaptid, Hn
HnswPtrStore(base, element->value, valuePtr); HnswPtrStore(base, element->value, valuePtr);
/* Create a lock for the element */ /* Create a lock for the element */
LWLockInitialize(&element->lock, hnsw_element_lock_tranche_id); LWLockInitialize(&element->lock, hnsw_lock_tranche_id);
/* Insert tuple */ /* Insert tuple */
InsertTupleInMemory(buildstate, element); InsertTupleInMemory(buildstate, element);
@@ -611,9 +618,10 @@ InitGraph(HnswGraph * graph, char *base, long memoryTotal)
graph->flushed = false; graph->flushed = false;
graph->indtuples = 0; graph->indtuples = 0;
SpinLockInit(&graph->lock); SpinLockInit(&graph->lock);
LWLockInitialize(&graph->entryLock, hnsw_entry_lock_tranche_id); LWLockInitialize(&graph->entryLock, hnsw_lock_tranche_id);
LWLockInitialize(&graph->allocatorLock, hnsw_allocator_lock_tranche_id); LWLockInitialize(&graph->entryWaitLock, hnsw_lock_tranche_id);
LWLockInitialize(&graph->flushLock, hnsw_flush_lock_tranche_id); LWLockInitialize(&graph->allocatorLock, hnsw_lock_tranche_id);
LWLockInitialize(&graph->flushLock, hnsw_lock_tranche_id);
} }
/* /*