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38 changes: 37 additions & 1 deletion faiss/cppcontrib/factory_tools.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -25,7 +25,15 @@ const std::map<faiss::ScalarQuantizer::QuantizerType, std::string> sq_types = {
};

int get_hnsw_M(const faiss::IndexHNSW* index) {
if (index->hnsw.cum_nneighbor_per_level.size() >= 1) {
if (index->hnsw.cum_nneighbor_per_level.size() > 1) {
return index->hnsw.cum_nneighbor_per_level[1] / 2;
}
// Avoid runtime error, just return 0.
return 0;
}

int get_hnsw_M(const faiss::IndexBinaryHNSW* index) {
if (index->hnsw.cum_nneighbor_per_level.size() > 1) {
return index->hnsw.cum_nneighbor_per_level[1] / 2;
}
// Avoid runtime error, just return 0.
Expand Down Expand Up @@ -153,4 +161,32 @@ std::string reverse_index_factory(const faiss::Index* index) {
return "";
}

std::string reverse_index_factory(const faiss::IndexBinary* index) {
std::string prefix;
if (dynamic_cast<const faiss::IndexBinaryFlat*>(index)) {
return "BFlat";
} else if (
const faiss::IndexBinaryIVF* ivf_index =
dynamic_cast<const faiss::IndexBinaryIVF*>(index)) {
const faiss::IndexBinary* quantizer = ivf_index->quantizer;

if (dynamic_cast<const faiss::IndexBinaryFlat*>(quantizer)) {
return "BIVF" + std::to_string(ivf_index->nlist);
} else if (
const faiss::IndexBinaryHNSW* hnsw_index =
dynamic_cast<const faiss::IndexBinaryHNSW*>(
quantizer)) {
return "BIVF" + std::to_string(ivf_index->nlist) + "_HNSW" +
std::to_string(get_hnsw_M(hnsw_index));
}
// Add further cases for BinaryIVF here.
} else if (
const faiss::IndexBinaryHNSW* hnsw_index =
dynamic_cast<const faiss::IndexBinaryHNSW*>(index)) {
return "BHNSW" + std::to_string(get_hnsw_M(hnsw_index));
}
// Avoid runtime error, just return empty string for logging.
return "";
}

} // namespace faiss
4 changes: 4 additions & 0 deletions faiss/cppcontrib/factory_tools.h
Original file line number Diff line number Diff line change
Expand Up @@ -9,6 +9,9 @@

#pragma once

#include <faiss/IndexBinaryFlat.h>
#include <faiss/IndexBinaryHNSW.h>
#include <faiss/IndexBinaryIVF.h>
#include <faiss/IndexHNSW.h>
#include <faiss/IndexIDMap.h>
#include <faiss/IndexIVFFlat.h>
Expand All @@ -21,5 +24,6 @@
namespace faiss {

std::string reverse_index_factory(const faiss::Index* index);
std::string reverse_index_factory(const faiss::IndexBinary* index);

} // namespace faiss