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use super::{MetricType, TypedMetric};
use owning_ref::OwningRef;
use std::iter::{self, once};
use std::sync::{Arc, Mutex, MutexGuard};
pub struct Histogram {
inner: Arc<Mutex<Inner>>,
}
impl Clone for Histogram {
fn clone(&self) -> Self {
Histogram {
inner: self.inner.clone(),
}
}
}
pub(crate) struct Inner {
sum: f64,
count: u64,
buckets: Vec<(f64, u64)>,
}
impl Histogram {
pub fn new(buckets: impl Iterator<Item = f64>) -> Self {
Self {
inner: Arc::new(Mutex::new(Inner {
sum: Default::default(),
count: Default::default(),
buckets: buckets
.into_iter()
.chain(once(f64::MAX))
.map(|upper_bound| (upper_bound, 0))
.collect(),
})),
}
}
pub fn observe(&self, v: f64) {
self.observe_and_bucket(v);
}
pub(crate) fn observe_and_bucket(&self, v: f64) -> Option<usize> {
let mut inner = self.inner.lock().unwrap();
inner.sum += v;
inner.count += 1;
let first_bucket = inner
.buckets
.iter_mut()
.enumerate()
.find(|(_i, (upper_bound, _value))| upper_bound >= &v);
match first_bucket {
Some((i, (_upper_bound, value))) => {
*value += 1;
Some(i)
}
None => None,
}
}
pub(crate) fn get(&self) -> (f64, u64, MutexGuardedBuckets) {
let inner = self.inner.lock().unwrap();
let sum = inner.sum;
let count = inner.count;
let buckets = OwningRef::new(inner).map(|inner| &inner.buckets);
(sum, count, buckets)
}
}
pub(crate) type MutexGuardedBuckets<'a> = OwningRef<MutexGuard<'a, Inner>, Vec<(f64, u64)>>;
impl TypedMetric for Histogram {
const TYPE: MetricType = MetricType::Histogram;
}
pub fn exponential_buckets(start: f64, factor: f64, length: u16) -> impl Iterator<Item = f64> {
iter::repeat(())
.enumerate()
.map(move |(i, _)| start * factor.powf(i as f64))
.take(length.into())
}
pub fn linear_buckets(start: f64, width: f64, length: u16) -> impl Iterator<Item = f64> {
iter::repeat(())
.enumerate()
.map(move |(i, _)| start + (width * (i as f64)))
.take(length.into())
}
#[cfg(test)]
mod tests {
use super::*;
#[test]
fn histogram() {
let histogram = Histogram::new(exponential_buckets(1.0, 2.0, 10));
histogram.observe(1.0);
}
#[test]
fn exponential() {
assert_eq!(
vec![1.0, 2.0, 4.0, 8.0, 16.0, 32.0, 64.0, 128.0, 256.0, 512.0],
exponential_buckets(1.0, 2.0, 10).collect::<Vec<_>>()
);
}
#[test]
fn linear() {
assert_eq!(
vec![0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0],
linear_buckets(0.0, 1.0, 10).collect::<Vec<_>>()
);
}
}