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use super::sum::SumWindow;
use super::{rolling_apply_agg_window, RollingAggWindowNulls, *};
pub struct MeanWindow<'a, T> {
sum: SumWindow<'a, T>,
}
impl<
'a,
T: NativeType + IsFloat + Add<Output = T> + Sub<Output = T> + NumCast + Div<Output = T>,
> RollingAggWindowNulls<'a, T> for MeanWindow<'a, T>
{
unsafe fn new(slice: &'a [T], validity: &'a Bitmap, start: usize, end: usize) -> Self {
Self {
sum: SumWindow::new(slice, validity, start, end),
}
}
unsafe fn update(&mut self, start: usize, end: usize) -> Option<T> {
let sum = self.sum.update(start, end);
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]>,
) -> ArrayRef
where
T: NativeType
+ IsFloat
+ PartialOrd
+ Add<Output = T>
+ Sub<Output = T>
+ NumCast
+ 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,
)
} else {
rolling_apply_agg_window::<MeanWindow<_>, _, _>(
arr.values().as_slice(),
arr.validity().as_ref().unwrap(),
window_size,
min_periods,
det_offsets,
)
}
}