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13 changes: 12 additions & 1 deletion java/internal/src/cuvs_java.c
Original file line number Diff line number Diff line change
Expand Up @@ -272,6 +272,8 @@ void search_brute_force_index(cuvsBruteForceIndex_t index, float *queries, int t

int64_t *neighbors;
float *distances, *queries_d;
uint32_t *prefilter_d = NULL;
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@rhdong rhdong Feb 22, 2025

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Hi @chatman @cjnolet, here is the pre-filter failure fix, please help to review it before merging. Thanks a lot!

int64_t prefilter_len = 0;

cuvsRMMAlloc(cuvs_resources, (void**) &queries_d, sizeof(float) * n_queries * dimensions);
cuvsRMMAlloc(cuvs_resources, (void**) &neighbors, sizeof(int64_t) * n_queries * topk);
Expand All @@ -289,6 +291,7 @@ void search_brute_force_index(cuvsBruteForceIndex_t index, float *queries, int t
DLManagedTensor distances_tensor = prepare_tensor(distances, distances_shape, kDLFloat, 32, 2, kDLCUDA);

cuvsFilter prefilter;
DLManagedTensor prefilter_tensor;
if (prefilter_data == NULL) {
prefilter.type = NO_FILTER;
prefilter.addr = (uintptr_t)NULL;
Expand All @@ -297,7 +300,12 @@ void search_brute_force_index(cuvsBruteForceIndex_t index, float *queries, int t
int num_integers = (prefilter_data_length+63)/64 * 2;
int extraPaddingByteExists = prefilter_data_length % 64 > 32? 0: 1;
int64_t prefilter_shape[1] = {(prefilter_data_length + 31) / 32};
DLManagedTensor prefilter_tensor = prepare_tensor(prefilter_data, prefilter_shape, kDLUInt, 32, 1, kDLCUDA);

prefilter_len = prefilter_shape[0];
cuvsRMMAlloc(cuvs_resources, (void**) &prefilter_d, sizeof(uint32_t) * prefilter_len);
cudaMemcpy(prefilter_d, prefilter_data, sizeof(uint32_t) * prefilter_len, cudaMemcpyHostToDevice);

prefilter_tensor = prepare_tensor(prefilter_d, prefilter_shape, kDLUInt, 32, 1, kDLCUDA);
prefilter.type = BITMAP;
prefilter.addr = (uintptr_t)&prefilter_tensor;
}
Expand All @@ -311,6 +319,9 @@ void search_brute_force_index(cuvsBruteForceIndex_t index, float *queries, int t
cuvsRMMFree(cuvs_resources, neighbors, sizeof(int64_t) * n_queries * topk);
cuvsRMMFree(cuvs_resources, distances, sizeof(float) * n_queries * topk);
cuvsRMMFree(cuvs_resources, queries_d, sizeof(float) * n_queries * dimensions);
if(prefilter_d != NULL) {
cuvsRMMFree(cuvs_resources, prefilter_d, sizeof(uint32_t) * prefilter_len);
}
}

/**
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