polars-compute 0.53.0

Private compute kernels for the Polars DataFrame library
Documentation 
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use std::hash::{Hash, Hasher};

#[cfg(feature = "serde")]
use serde::{Deserialize, Serialize};

#[cfg_attr(feature = "serde", derive(Serialize, Deserialize))]
#[cfg_attr(feature = "dsl-schema", derive(schemars::JsonSchema))]
#[derive(Debug, Copy, Clone, PartialEq)]
#[must_use]
pub struct EWMOptions {
    pub alpha: f64,
    pub adjust: bool,
    pub bias: bool,
    pub min_periods: usize,
    pub ignore_nulls: bool,
}

impl Default for EWMOptions {
    fn default() -> Self {
        Self {
            alpha: 0.5,
            adjust: true,
            bias: false,
            min_periods: 1,
            ignore_nulls: true,
        }
    }
}

impl Hash for EWMOptions {
    fn hash<H: Hasher>(&self, state: &mut H) {
        self.alpha.to_bits().hash(state);
        self.adjust.hash(state);
        self.bias.hash(state);
        self.min_periods.hash(state);
        self.ignore_nulls.hash(state);
    }
}

impl EWMOptions {
    pub fn and_min_periods(mut self, min_periods: usize) -> Self {
        self.min_periods = min_periods;
        self
    }
    pub fn and_adjust(mut self, adjust: bool) -> Self {
        self.adjust = adjust;
        self
    }
    pub fn and_span(mut self, span: usize) -> Self {
        assert!(span >= 1);
        self.alpha = 2.0 / (span as f64 + 1.0);
        self
    }
    pub fn and_half_life(mut self, half_life: f64) -> Self {
        assert!(half_life > 0.0);
        self.alpha = 1.0 - (-(2.0f64.ln()) / half_life).exp();
        self
    }
    pub fn and_com(mut self, com: f64) -> Self {
        assert!(com > 0.0);
        self.alpha = 1.0 / (1.0 + com);
        self
    }
    pub fn and_ignore_nulls(mut self, ignore_nulls: bool) -> Self {
        self.ignore_nulls = ignore_nulls;
        self
    }
}