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IndexIVF_c.cpp
/**
* Copyright (c) 2015-present, Facebook, Inc.
* All rights reserved.
*
* This source code is licensed under the BSD+Patents license found in the
* LICENSE file in the root directory of this source tree.
*/
// Copyright 2004-present Facebook. All Rights Reserved.
// -*- c++ -*-
#include "Index_c.h"
#include "Clustering_c.h"
#include "IndexIVF_c.h"
#include "IndexIVF.h"
#include "macros_impl.h"
using faiss::IndexIVF;
using faiss::IndexIVFStats;
DEFINE_DESTRUCTOR(IndexIVF)
DEFINE_INDEX_DOWNCAST(IndexIVF)
/// number of possible key values
DEFINE_GETTER(IndexIVF, size_t, nlist)
/// number of probes at query time
DEFINE_GETTER(IndexIVF, size_t, nprobe)
/// quantizer that maps vectors to inverted lists
DEFINE_GETTER_PERMISSIVE(IndexIVF, FaissIndex*, quantizer)
/**
* = 0: use the quantizer as index in a kmeans training
* = 1: just pass on the training set to the train() of the quantizer
* = 2: kmeans training on a flat index + add the centroids to the quantizer
*/
DEFINE_GETTER(IndexIVF, char, quantizer_trains_alone)
/// whether object owns the quantizer
DEFINE_GETTER(IndexIVF, int, own_fields)
using faiss::IndexIVF;
int faiss_IndexIVF_merge_from(
FaissIndexIVF* index, FaissIndexIVF* other, idx_t add_id) {
try {
reinterpret_cast<IndexIVF*>(index)->merge_from(
*reinterpret_cast<IndexIVF*>(other), add_id);
} CATCH_AND_HANDLE
}
int faiss_IndexIVF_copy_subset_to(
const FaissIndexIVF* index, FaissIndexIVF* other, int subset_type, long a1,
long a2) {
try {
reinterpret_cast<const IndexIVF*>(index)->copy_subset_to(
*reinterpret_cast<IndexIVF*>(other), subset_type, a1, a2);
} CATCH_AND_HANDLE
}
int faiss_IndexIVF_search_preassigned (const FaissIndexIVF* index,
idx_t n, const float *x, idx_t k, const idx_t *assign,
const float *centroid_dis, float *distances, idx_t *labels,
int store_pairs) {
try {
reinterpret_cast<const IndexIVF*>(index)->search_preassigned(
n, x, k, assign, centroid_dis, distances, labels, store_pairs);
} CATCH_AND_HANDLE
}
size_t faiss_IndexIVF_get_list_size(const FaissIndexIVF* index, size_t list_no) {
return reinterpret_cast<const IndexIVF*>(index)->get_list_size(list_no);
}
int faiss_IndexIVF_make_direct_map(FaissIndexIVF* index,
int new_maintain_direct_map) {
try {
reinterpret_cast<IndexIVF*>(index)->make_direct_map(
static_cast<bool>(new_maintain_direct_map));
} CATCH_AND_HANDLE
}
double faiss_IndexIVF_imbalance_factor (const FaissIndexIVF* index) {
return reinterpret_cast<const IndexIVF*>(index)->imbalance_factor();
}
/// display some stats about the inverted lists
void faiss_IndexIVF_print_stats (const FaissIndexIVF* index) {
reinterpret_cast<const IndexIVF*>(index)->print_stats();
}
void faiss_IndexIVFStats_reset(FaissIndexIVFStats* stats) {
reinterpret_cast<IndexIVFStats*>(stats)->reset();
}
faiss::IndexIVF
Definition: IndexIVF.h:91
FaissIndexIVFStats
Definition: IndexIVF_c.h:116
faiss::IndexIVFStats
Definition: IndexIVF.h:295
faiss::imbalance_factor
double imbalance_factor(int k, const int *hist)
same, takes a histogram as input
Definition: utils.cpp:1279