Struct NearestNeighborsIndex 

pub struct NearestNeighborsIndex {
    pub number_of_dimensions: i32,
    pub float_samples: Vec<FloatVector>,
    pub index_type: Option<IndexType>,
    pub distance_function: Option<DistanceFunction>,
}

The “core” attributes of a Nearest Neighbors model.

Fields

number_of_dimensions: i32

Number of dimensions of the input data.

float_samples: Vec<FloatVector>

Vector of floating point data that makes up the model. Each data point must have ‘numberOfDimensions’ dimensions.

index_type: Option<IndexType>

Backing data structure for the Nearest Neighbors Index. Currently supports a linear index or a kd-tree index.

distance_function: Option<DistanceFunction>

Distance function to be used to find neighbors. Currently only Squared Euclidean Distance is supported.

Trait Implementations

impl Clone for NearestNeighborsIndex

fn clone(&self) -> NearestNeighborsIndex

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for NearestNeighborsIndex

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for NearestNeighborsIndex

fn default() -> Self

Returns the “default value” for a type.

impl Message for NearestNeighborsIndex

fn encoded_len(&self) -> usize

Returns the encoded length of the message without a length delimiter.

fn clear(&mut self)

Clears the message, resetting all fields to their default.

fn encode(&self, buf: &mut impl BufMut) -> Result<(), EncodeError>

where Self: Sized,

Encodes the message to a buffer.

fn encode_to_vec(&self) -> Vec<u8>

where Self: Sized,

Encodes the message to a newly allocated buffer.

fn encode_length_delimited( &self, buf: &mut impl BufMut, ) -> Result<(), EncodeError>

where Self: Sized,

Encodes the message with a length-delimiter to a buffer.

fn encode_length_delimited_to_vec(&self) -> Vec<u8>

where Self: Sized,

Encodes the message with a length-delimiter to a newly allocated buffer.

fn decode(buf: impl Buf) -> Result<Self, DecodeError>

where Self: Default,

Decodes an instance of the message from a buffer.

fn decode_length_delimited(buf: impl Buf) -> Result<Self, DecodeError>

where Self: Default,

Decodes a length-delimited instance of the message from the buffer.

fn merge(&mut self, buf: impl Buf) -> Result<(), DecodeError>

where Self: Sized,

Decodes an instance of the message from a buffer, and merges it into self.

fn merge_length_delimited(&mut self, buf: impl Buf) -> Result<(), DecodeError>

where Self: Sized,

Decodes a length-delimited instance of the message from buffer, and merges it into self.

impl PartialEq for NearestNeighborsIndex

fn eq(&self, other: &NearestNeighborsIndex) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl StructuralPartialEq for NearestNeighborsIndex