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use crate::{
access,
err::Error,
file::Save,
tools::{Binner, Range},
};
use ndarray::Array1;
use std::{fs::File, io::Write, ops::AddAssign, path::Path};
pub struct Histogram {
binner: Binner,
counts: Array1<f64>,
}
impl Histogram {
access!(binner, Binner);
access!(counts, Array1<f64>);
#[inline]
#[must_use]
pub fn new(min: f64, max: f64, bins: u64) -> Self {
debug_assert!(min < max);
debug_assert!(bins > 0);
Self {
binner: Binner::new(Range::new(min, max), bins),
counts: Array1::zeros(bins as usize),
}
}
#[inline]
#[must_use]
pub fn new_range(range: Range, bins: u64) -> Self {
Self {
binner: Binner::new(range, bins),
counts: Array1::zeros(bins as usize),
}
}
#[inline]
pub fn collect(&mut self, x: f64) {
debug_assert!(self.binner.range().contains(x));
let index = self.binner.bin(x);
self.counts[index] += 1.0;
}
#[inline]
pub fn collect_weight(&mut self, x: f64, weight: f64) {
debug_assert!(self.binner.range().contains(x));
debug_assert!(weight > 0.0);
let index = self.binner.bin(x);
self.counts[index] += weight;
}
#[inline]
pub fn try_collect(&mut self, x: f64) {
if let Some(index) = self.binner.try_bin(x) {
self.counts[index] += 1.0;
}
}
#[inline]
pub fn try_collect_weight(&mut self, x: f64, weight: f64) {
if let Some(index) = self.binner.try_bin(x) {
self.counts[index] += weight;
}
}
}
impl AddAssign<&Self> for Histogram {
#[inline]
fn add_assign(&mut self, rhs: &Self) {
debug_assert!(self.binner == rhs.binner);
debug_assert!(self.counts.len() == rhs.counts.len());
self.counts += &rhs.counts;
}
}
impl Save for Histogram {
#[inline]
fn save(&self, path: &Path) -> Result<(), Error> {
let mut file = File::create(path)?;
let mut center = self.binner.range().min();
let delta = self.binner.range().width() / (self.counts.len() - 1) as f64;
for count in &self.counts {
center += delta;
writeln!(file, "{:>32}, {:<32}", center, count)?;
}
Ok(())
}
}