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Add HierarchicalNSW::indexFileSize() function for precise memory footprint control #427

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merged 1 commit into from
May 13, 2023
Merged

Add HierarchicalNSW::indexFileSize() function for precise memory footprint control #427

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26 changes: 26 additions & 0 deletions hnswlib/hnswalg.h
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Original file line number Diff line number Diff line change
Expand Up @@ -595,6 +595,32 @@ class HierarchicalNSW : public AlgorithmInterface<dist_t> {
max_elements_ = new_max_elements;
}

size_t indexFileSize() const {
size_t size = 0;
size += sizeof(offsetLevel0_);
size += sizeof(max_elements_);
size += sizeof(cur_element_count);
size += sizeof(size_data_per_element_);
size += sizeof(label_offset_);
size += sizeof(offsetData_);
size += sizeof(maxlevel_);
size += sizeof(enterpoint_node_);
size += sizeof(maxM_);

size += sizeof(maxM0_);
size += sizeof(M_);
size += sizeof(mult_);
size += sizeof(ef_construction_);

size += cur_element_count * size_data_per_element_;

for (size_t i = 0; i < cur_element_count; i++) {
unsigned int linkListSize = element_levels_[i] > 0 ? size_links_per_element_ * element_levels_[i] : 0;
size += sizeof(linkListSize);
size += linkListSize;
}
return size;
}

void saveIndex(const std::string &location) {
std::ofstream output(location, std::ios::binary);
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4 changes: 4 additions & 0 deletions python_bindings/bindings.cpp
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Original file line number Diff line number Diff line change
Expand Up @@ -218,6 +218,9 @@ class Index {
this->num_threads_default = num_threads;
}

size_t indexFileSize() const {
return appr_alg->indexFileSize();
}

void saveIndex(const std::string &path_to_index) {
appr_alg->saveIndex(path_to_index);
Expand Down Expand Up @@ -904,6 +907,7 @@ PYBIND11_PLUGIN(hnswlib) {
.def("get_ids_list", &Index<float>::getIdsList)
.def("set_ef", &Index<float>::set_ef, py::arg("ef"))
.def("set_num_threads", &Index<float>::set_num_threads, py::arg("num_threads"))
.def("index_file_size", &Index<float>::indexFileSize)
.def("save_index", &Index<float>::saveIndex, py::arg("path_to_index"))
.def("load_index",
&Index<float>::loadIndex,
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