mean.rs

#![allow(unsafe_op_in_unsafe_fn)]
use super::*;

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

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: SumWindow::new(slice, validity, start, end, params, window_size),
        }
    }

    unsafe fn update(&mut self, start: usize, end: usize) -> Option<T> {
        let sum = self.sum.update(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)
    }
}

pub fn rolling_mean<T>(
    arr: &PrimitiveArray<T>,
    window_size: usize,
    min_periods: usize,
    center: bool,
    weights: Option<&[f64]>,
    _params: Option<RollingFnParams>,
) -> ArrayRef
where
    T: NativeType
        + IsFloat
        + PartialOrd
        + Add<Output = T>
        + Sub<Output = T>
        + NumCast
        + AddAssign
        + SubAssign
        + Div<Output = T>,
{
    if weights.is_some() {
        panic!("weights not yet supported on array with null values")
    }
    if center {
        rolling_apply_agg_window::<MeanWindow<_>, _, _>(
            arr.values().as_slice(),
            arr.validity().as_ref().unwrap(),
            window_size,
            min_periods,
            det_offsets_center,
            None,
        )
    } else {
        rolling_apply_agg_window::<MeanWindow<_>, _, _>(
            arr.values().as_slice(),
            arr.validity().as_ref().unwrap(),
            window_size,
            min_periods,
            det_offsets,
            None,
        )
    }
}