mean.rs

use super::no_nulls::RollingAggWindowNoNulls;
use super::nulls::RollingAggWindowNulls;
use super::sum::SumWindow;
use super::*;

pub struct MeanWindow<'a, T> {
    sum: SumWindow<'a, T, f64>,
}

impl<'a, T> RollingAggWindowNoNulls<'a, T> for MeanWindow<'a, T>
where
    T: NativeType
        + IsFloat
        + std::iter::Sum
        + AddAssign
        + SubAssign
        + Div<Output = T>
        + NumCast
        + Add<Output = T>
        + Sub<Output = T>
        + PartialOrd,
{
    fn new(
        slice: &'a [T],
        start: usize,
        end: usize,
        params: Option<RollingFnParams>,
        window_size: Option<usize>,
    ) -> Self {
        Self {
            sum: RollingAggWindowNoNulls::new(slice, start, end, params, window_size),
        }
    }

    unsafe fn update(&mut self, start: usize, end: usize) -> Option<T> {
        let sum = unsafe {
            RollingAggWindowNoNulls::update(&mut self.sum, start, end).unwrap_unchecked()
        };
        if start == end {
            None
        } else {
            Some(sum / NumCast::from(end - start).unwrap())
        }
    }
}

impl<
    'a,
    T: NativeType
        + IsFloat
        + Add<Output = T>
        + Sub<Output = T>
        + NumCast
        + Div<Output = T>
        + AddAssign
        + SubAssign
        + PartialOrd,
> RollingAggWindowNulls<'a, T> for MeanWindow<'a, T>
{
    unsafe fn new(
        slice: &'a [T],
        validity: &'a Bitmap,
        start: usize,
        end: usize,
        params: Option<RollingFnParams>,
        window_size: Option<usize>,
    ) -> Self {
        Self {
            sum: unsafe {
                RollingAggWindowNulls::new(slice, validity, start, end, params, window_size)
            },
        }
    }

    unsafe fn update(&mut self, start: usize, end: usize) -> Option<T> {
        let sum = unsafe { RollingAggWindowNulls::update(&mut self.sum, start, end) };
        let len = end - start;
        if self.sum.null_count == len {
            None
        } else {
            sum.map(|sum| sum / NumCast::from(end - start - self.sum.null_count).unwrap())
        }
    }
    fn is_valid(&self, min_periods: usize) -> bool {
        self.sum.is_valid(min_periods)
    }
}