Initial QSfera import
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package faiss
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/*
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#include <faiss/c_api/IndexFlat_c.h>
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#include <faiss/c_api/Index_c.h>
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*/
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import "C"
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import "unsafe"
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// IndexFlat is an index that stores the full vectors and performs exhaustive
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// search.
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type IndexFlat struct {
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Index
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}
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// NewIndexFlat creates a new flat index.
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func NewIndexFlat(d int, metric int) (*IndexFlat, error) {
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var idx faissIndex
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if c := C.faiss_IndexFlat_new_with(
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&idx.idx,
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C.idx_t(d),
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C.FaissMetricType(metric),
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); c != 0 {
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return nil, getLastError()
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}
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return &IndexFlat{&idx}, nil
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}
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// NewIndexFlatIP creates a new flat index with the inner product metric type.
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func NewIndexFlatIP(d int) (*IndexFlat, error) {
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return NewIndexFlat(d, MetricInnerProduct)
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}
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// NewIndexFlatL2 creates a new flat index with the L2 metric type.
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func NewIndexFlatL2(d int) (*IndexFlat, error) {
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return NewIndexFlat(d, MetricL2)
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}
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// Xb returns the index's vectors.
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// The returned slice becomes invalid after any add or remove operation.
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func (idx *IndexFlat) Xb() []float32 {
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var size C.size_t
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var ptr *C.float
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C.faiss_IndexFlat_xb(idx.cPtr(), &ptr, &size)
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return (*[1 << 30]float32)(unsafe.Pointer(ptr))[:size:size]
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}
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// AsFlat casts idx to a flat index.
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// AsFlat panics if idx is not a flat index.
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func (idx *IndexImpl) AsFlat() *IndexFlat {
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ptr := C.faiss_IndexFlat_cast(idx.cPtr())
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if ptr == nil {
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panic("index is not a flat index")
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}
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return &IndexFlat{&faissIndex{ptr}}
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}
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