Struct TrendExtractionInput 

pub struct TrendExtractionInput {
    pub series: TimeSeries,
    pub method: TrendMethod,
    pub window: usize,
}

Input for trend extraction.

Fields

series: TimeSeries

Input time series.

method: TrendMethod

Trend extraction method.

window: usize

Window size for moving average.

Implementations

impl TrendExtractionInput

pub fn new(series: TimeSeries, method: TrendMethod, window: usize) -> Self

Create a new trend extraction input.

pub fn simple_ma(series: TimeSeries, window: usize) -> Self

Create with simple moving average.

pub fn ema(series: TimeSeries, span: usize) -> Self

Create with exponential moving average.

pub fn centered_ma(series: TimeSeries, window: usize) -> Self

Create with centered moving average.

pub fn lowess(series: TimeSeries, bandwidth: usize) -> Self

Create with Lowess smoothing.

Trait Implementations

impl BatchKernel<TrendExtractionInput, TrendExtractionOutput> for TrendExtraction

fn execute<'life0, 'async_trait>( &'life0 self, input: TrendExtractionInput, ) -> Pin<Box<dyn Future<Output = Result<TrendExtractionOutput>> + Send + 'async_trait>>

where Self: 'async_trait, 'life0: 'async_trait,

Execute the kernel with the given input.

fn validate_input(&self, _input: &I) -> Result<(), KernelError>

Validate the input before execution.

fn execute_with_context<'life0, 'life1, 'async_trait>( &'life0 self, ctx: &'life1 ExecutionContext, input: I, ) -> Pin<Box<dyn Future<Output = Result<O, KernelError>> + Send + 'async_trait>>

where 'life0: 'async_trait, 'life1: 'async_trait, I: 'async_trait, Self: Sync + 'async_trait,

Execute the kernel with execution context.

fn execute_with_timeout<'life0, 'async_trait>( &'life0 self, input: I, timeout: Duration, ) -> Pin<Box<dyn Future<Output = Result<O, KernelError>> + Send + 'async_trait>>

where 'life0: 'async_trait, I: 'async_trait, Self: Sync + 'async_trait,

Execute the kernel with a timeout.

impl Clone for TrendExtractionInput

fn clone(&self) -> TrendExtractionInput

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for TrendExtractionInput

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for TrendExtractionInput

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for TrendExtractionInput

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.