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use std::convert::TryFrom;
use serde::{Deserialize, Serialize};
use crate::Duration;
#[derive(Clone, Copy, PartialEq, Eq, PartialOrd, Ord, Serialize, Deserialize)]
pub enum Statistic {
Min,
Mean,
P50,
P90,
P99,
Max,
}
impl Statistic {
pub fn all() -> Vec<Statistic> {
vec![
Statistic::Min,
Statistic::Mean,
Statistic::P50,
Statistic::P90,
Statistic::P99,
Statistic::Max,
]
}
}
impl std::fmt::Display for Statistic {
fn fmt(&self, f: &mut std::fmt::Formatter) -> std::fmt::Result {
match self {
Statistic::Min => write!(f, "minimum"),
Statistic::Mean => write!(f, "mean"),
Statistic::P50 => write!(f, "50%ile"),
Statistic::P90 => write!(f, "90%ile"),
Statistic::P99 => write!(f, "99%ile"),
Statistic::Max => write!(f, "maximum"),
}
}
}
pub trait HgramValue<T>: Copy + std::cmp::Ord + std::fmt::Display {
fn hgram_zero() -> T;
fn to_u64(self) -> u64;
fn from_u64(x: u64) -> T;
}
impl HgramValue<Duration> for Duration {
fn hgram_zero() -> Duration {
Duration::ZERO
}
fn to_u64(self) -> u64 {
self.to_u64()
}
fn from_u64(x: u64) -> Duration {
Duration::from_u64(x)
}
}
impl HgramValue<u16> for u16 {
fn hgram_zero() -> u16 {
0
}
fn to_u64(self) -> u64 {
self as u64
}
fn from_u64(x: u64) -> u16 {
u16::try_from(x).unwrap()
}
}
impl HgramValue<usize> for usize {
fn hgram_zero() -> usize {
0
}
fn to_u64(self) -> u64 {
self as u64
}
fn from_u64(x: u64) -> usize {
x as usize
}
}
#[derive(Clone)]
pub struct Histogram<T: HgramValue<T>> {
count: usize,
histogram: histogram::Histogram,
min: T,
max: T,
}
impl<T: HgramValue<T>> Default for Histogram<T> {
fn default() -> Histogram<T> {
Histogram {
count: 0,
histogram: Default::default(),
min: T::hgram_zero(),
max: T::hgram_zero(),
}
}
}
impl<T: HgramValue<T>> Histogram<T> {
pub fn new() -> Histogram<T> {
Default::default()
}
pub fn add(&mut self, x: T) {
if self.count == 0 {
self.min = x;
self.max = x;
} else {
self.min = self.min.min(x);
self.max = self.max.max(x);
}
self.count += 1;
self.histogram
.increment(x.to_u64())
.map_err(|err| format!("Can't add {}: {}", x, err))
.unwrap();
}
pub fn remove(&mut self, x: T) {
self.count -= 1;
self.histogram
.decrement(x.to_u64())
.map_err(|err| format!("Can't remove {}: {}", x, err))
.unwrap();
}
pub fn describe(&self) -> String {
if self.count == 0 {
return "no data yet".to_string();
}
format!(
"{} count, 50%ile {}, 90%ile {}, 99%ile {}, min {}, mean {}, max {}",
abstutil::prettyprint_usize(self.count),
self.select(Statistic::P50).unwrap(),
self.select(Statistic::P90).unwrap(),
self.select(Statistic::P99).unwrap(),
self.select(Statistic::Min).unwrap(),
self.select(Statistic::Mean).unwrap(),
self.select(Statistic::Max).unwrap(),
)
}
pub fn percentile(&self, p: f64) -> Option<T> {
if self.count == 0 {
return None;
}
Some(T::from_u64(self.histogram.percentile(p).unwrap()))
}
pub fn select(&self, stat: Statistic) -> Option<T> {
if self.count == 0 {
return None;
}
let raw = match stat {
Statistic::P50 => self.histogram.percentile(50.0).unwrap(),
Statistic::P90 => self.histogram.percentile(90.0).unwrap(),
Statistic::P99 => self.histogram.percentile(99.0).unwrap(),
Statistic::Min => {
return Some(self.min);
}
Statistic::Mean => self.histogram.mean().unwrap(),
Statistic::Max => {
return Some(self.max);
}
};
Some(T::from_u64(raw))
}
pub fn count(&self) -> usize {
self.count
}
pub fn seems_eq(&self, other: &Histogram<T>) -> bool {
self.describe() == other.describe()
}
}