Struct smartnoise_runtime::proto::TheilSen

pub struct TheilSen {
    pub implementation: String,
    pub k: u32,
}

TheilSen Component

Returns slope and intercept estimates for point pairs

This struct represents an abstract computation. Arguments are provided via the graph. Additional options are set via the fields on this struct. The return is the result of the theil_sen on the arguments.

Arguments

• data_x - Array - value(s) from the first coordinate axis
• data_y - Array - value(s) from the second coordinate axis

Returns

• Value - Array - All slope and intercept estimates for point pairs

Fields

implementation: String

Theil-Sen implementation to use. One of [theil-sen, theil-sen-k-match]

k: u32

Number of trials to run for Theil-Sen K Match.

Trait Implementations

impl Clone for TheilSen

pub fn clone(&self) -> TheilSen

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Component for TheilSen

pub fn propagate_property(
    &self,
    _privacy_definition: &Option<PrivacyDefinition>,
    _public_arguments: IndexMap<IndexKey, &Value, RandomState>,
    properties: IndexMap<IndexKey, ValueProperties, RandomState>,
    node_id: u32
) -> Result<Warnable<ValueProperties>, Error>

Given properties known about private arguments, and public arguments, derive properties about the resulting data.

impl Debug for TheilSen

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

Formats the value using the given formatter.

impl Default for TheilSen

pub fn default() -> TheilSen

Returns the “default value” for a type.

impl Evaluable for TheilSen

fn evaluate(
    &self,
    privacy_definition: &Option<PrivacyDefinition>,
    arguments: NodeArguments
) -> Result<ReleaseNode>

The concrete implementation of the abstract computation that the struct represents.

impl Message for TheilSen

pub fn encode_raw<B>(&self, buf: &mut B) where
    B: BufMut, 

pub fn merge_field<B>(
    &mut self,
    tag: u32,
    wire_type: WireType,
    buf: &mut B,
    ctx: DecodeContext
) -> Result<(), DecodeError> where
    B: Buf, 

pub fn encoded_len(&self) -> usize

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

pub fn clear(&mut self)

Clears the message, resetting all fields to their default.

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

Encodes the message to a buffer.

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

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

pub fn decode<B>(buf: B) -> Result<Self, DecodeError> where
    Self: Default,
    B: Buf, 

Decodes an instance of the message from a buffer.

pub fn decode_length_delimited<B>(buf: B) -> Result<Self, DecodeError> where
    Self: Default,
    B: Buf, 

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

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

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

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

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

impl PartialEq<TheilSen> for TheilSen

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

This method tests for self and other values to be equal, and is used by ==.

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

This method tests for !=.

impl StructuralPartialEq for TheilSen