Trait DataAggregation 

pub trait DataAggregation: DataSeries {
    // Required methods
    fn aggregate<const N: usize>(
        &self,
        config: &AggregationConfig,
    ) -> DataResult<StaticDataSeries<Self::Item, N>>;
    fn downsample_lttb<const N: usize>(
        &self,
        config: &DownsamplingConfig,
    ) -> DataResult<StaticDataSeries<Self::Item, N>>;
    fn downsample_uniform<const N: usize>(
        &self,
        config: &DownsamplingConfig,
    ) -> DataResult<StaticDataSeries<Self::Item, N>>;
    fn calculate_group_stats(
        &self,
        points: &[Self::Item],
    ) -> DataResult<GroupStats<Self::Item>>
       where Self::Item: Clone;
}

Trait providing aggregation and downsampling capabilities for data series

Required Methods

fn aggregate<const N: usize>( &self, config: &AggregationConfig, ) -> DataResult<StaticDataSeries<Self::Item, N>>

Aggregate data points using the specified strategy

Arguments

• config - Configuration for the aggregation operation

Returns

A new data series with aggregated points

fn downsample_lttb<const N: usize>( &self, config: &DownsamplingConfig, ) -> DataResult<StaticDataSeries<Self::Item, N>>

Downsample data using Largest Triangle Three Buckets algorithm

This algorithm preserves the visual characteristics of the data better than simple uniform sampling by considering the area of triangles formed by adjacent points.

Arguments

• config - Configuration for the downsampling operation

Returns

A new data series with downsampled points

fn downsample_uniform<const N: usize>( &self, config: &DownsamplingConfig, ) -> DataResult<StaticDataSeries<Self::Item, N>>

Downsample data using uniform sampling (every Nth point)

Arguments

• config - Configuration for the downsampling operation

Returns

A new data series with uniformly sampled points

fn calculate_group_stats( &self, points: &[Self::Item], ) -> DataResult<GroupStats<Self::Item>>

where Self::Item: Clone,

Calculate statistics for a group of data points

Arguments

• points - Slice of data points to analyze

Returns

Statistics for the group of points

Dyn Compatibility

This trait is not dyn compatible.

In older versions of Rust, dyn compatibility was called "object safety", so this trait is not object safe.

Implementors

impl<T, const M: usize> DataAggregation for StaticDataSeries<T, M>

where T: DataPoint + Clone + Copy, T::X: PartialOrd + Copy + Add<Output = T::X> + Div<f32, Output = T::X> + Into<f32> + From<f32>, T::Y: PartialOrd + Copy + Add<Output = T::Y> + Div<f32, Output = T::Y> + Into<f32> + From<f32>,

Implementation of aggregation for StaticDataSeries