1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
|
/*
* Copyright (c) Meta Platforms, Inc. and affiliates.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
*/
// -*- c++ -*-
#include "IndexScalarQuantizer_c.h"
#include <faiss/IndexScalarQuantizer.h>
#include <faiss/impl/ScalarQuantizer.h>
#include "macros_impl.h"
using faiss::Index;
using faiss::IndexIVFScalarQuantizer;
using faiss::IndexScalarQuantizer;
DEFINE_DESTRUCTOR(IndexScalarQuantizer)
DEFINE_INDEX_DOWNCAST(IndexScalarQuantizer)
int faiss_IndexScalarQuantizer_new(FaissIndexScalarQuantizer** p_index) {
try {
*p_index = reinterpret_cast<FaissIndexScalarQuantizer*>(
new IndexScalarQuantizer());
}
CATCH_AND_HANDLE
}
int faiss_IndexScalarQuantizer_new_with(
FaissIndexScalarQuantizer** p_index,
idx_t d,
FaissQuantizerType qt,
FaissMetricType metric) {
try {
IndexScalarQuantizer* index = new IndexScalarQuantizer(
d,
static_cast<faiss::ScalarQuantizer::QuantizerType>(qt),
static_cast<faiss::MetricType>(metric));
*p_index = reinterpret_cast<FaissIndexScalarQuantizer*>(index);
return 0;
}
CATCH_AND_HANDLE
}
DEFINE_DESTRUCTOR(IndexIVFScalarQuantizer)
DEFINE_INDEX_DOWNCAST(IndexIVFScalarQuantizer)
/// quantizer that maps vectors to inverted lists
DEFINE_GETTER_PERMISSIVE(IndexIVFScalarQuantizer, FaissIndex*, quantizer)
/// number of possible key values
DEFINE_GETTER(IndexIVFScalarQuantizer, size_t, nlist)
/// number of probes at query time
DEFINE_GETTER(IndexIVFScalarQuantizer, size_t, nprobe)
DEFINE_SETTER(IndexIVFScalarQuantizer, size_t, nprobe)
/// whether object owns the quantizer
DEFINE_GETTER(IndexIVFScalarQuantizer, int, own_fields)
DEFINE_SETTER(IndexIVFScalarQuantizer, int, own_fields)
int faiss_IndexIVFScalarQuantizer_new_with(
FaissIndexIVFScalarQuantizer** p_index,
FaissIndex* quantizer,
size_t d,
size_t nlist,
FaissQuantizerType qt) {
try {
auto q = reinterpret_cast<Index*>(quantizer);
auto qt_ = static_cast<faiss::ScalarQuantizer::QuantizerType>(qt);
IndexIVFScalarQuantizer* index =
new IndexIVFScalarQuantizer(q, d, nlist, qt_);
*p_index = reinterpret_cast<FaissIndexIVFScalarQuantizer*>(index);
return 0;
}
CATCH_AND_HANDLE
}
int faiss_IndexIVFScalarQuantizer_new_with_metric(
FaissIndexIVFScalarQuantizer** p_index,
FaissIndex* quantizer,
size_t d,
size_t nlist,
FaissQuantizerType qt,
FaissMetricType metric,
int encode_residual) {
try {
auto q = reinterpret_cast<Index*>(quantizer);
auto mt = static_cast<faiss::MetricType>(metric);
auto er = static_cast<bool>(encode_residual);
auto qt_ = static_cast<faiss::ScalarQuantizer::QuantizerType>(qt);
IndexIVFScalarQuantizer* index =
new IndexIVFScalarQuantizer(q, d, nlist, qt_, mt, er);
*p_index = reinterpret_cast<FaissIndexIVFScalarQuantizer*>(index);
return 0;
}
CATCH_AND_HANDLE
}
int faiss_IndexIVFScalarQuantizer_add_core(
FaissIndexIVFScalarQuantizer* index,
idx_t n,
const float* x,
const idx_t* xids,
const idx_t* precomputed_idx) {
try {
reinterpret_cast<IndexIVFScalarQuantizer*>(index)->add_core(
n, x, xids, precomputed_idx);
}
CATCH_AND_HANDLE
}
|
