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#[cfg(feature = "serde1")]
use serde_derive::{Deserialize, Serialize};
use crate::data::DataOrSuffStat;
use crate::dist::Poisson;
use crate::misc::ln_fact;
use crate::traits::SuffStat;
#[derive(Debug, Clone, PartialEq)]
#[cfg_attr(feature = "serde1", derive(Serialize, Deserialize))]
pub struct PoissonSuffStat {
n: usize,
sum: f64,
sum_ln_fact: f64,
}
impl PoissonSuffStat {
#[inline]
pub fn new() -> Self {
Self {
n: 0,
sum: 0.0,
sum_ln_fact: 0.0,
}
}
#[inline]
pub fn n(&self) -> usize {
self.n
}
#[inline]
pub fn sum(&self) -> f64 {
self.sum
}
#[inline]
pub fn sum_ln_fact(&self) -> f64 {
self.sum_ln_fact
}
}
impl Default for PoissonSuffStat {
fn default() -> Self {
Self::new()
}
}
macro_rules! impl_poisson_suffstat {
($kind:ty) => {
impl<'a> Into<DataOrSuffStat<'a, $kind, Poisson>>
for &'a PoissonSuffStat
{
fn into(self) -> DataOrSuffStat<'a, $kind, Poisson> {
DataOrSuffStat::SuffStat(self)
}
}
impl<'a> Into<DataOrSuffStat<'a, $kind, Poisson>> for &'a Vec<$kind> {
fn into(self) -> DataOrSuffStat<'a, $kind, Poisson> {
DataOrSuffStat::Data(self)
}
}
impl SuffStat<$kind> for PoissonSuffStat {
fn n(&self) -> usize {
self.n
}
fn observe(&mut self, x: &$kind) {
let xf = f64::from(*x);
self.n += 1;
self.sum += xf;
self.sum_ln_fact += ln_fact(*x as usize);
}
fn forget(&mut self, x: &$kind) {
if self.n > 1 {
let xf = f64::from(*x);
self.n -= 1;
self.sum -= xf;
self.sum_ln_fact -= ln_fact(*x as usize);
} else {
self.n = 0;
self.sum = 0.0;
self.sum_ln_fact = 0.0;
}
}
}
};
}
impl_poisson_suffstat!(u8);
impl_poisson_suffstat!(u16);
impl_poisson_suffstat!(u32);