1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
mod bucket;
mod error;
mod histogram;
mod percentile;
pub use self::histogram::{Builder, Histogram};
pub use bucket::Bucket;
pub use error::Error;
pub use percentile::Percentile;
#[cfg(test)]
mod tests {
use super::*;
#[test]
fn num_buckets() {
let histogram = Histogram::new(0, 2, 10).unwrap();
assert_eq!(histogram.buckets(), 20);
let histogram = Histogram::new(0, 10, 20).unwrap();
assert_eq!(histogram.buckets(), 6144);
let histogram = Histogram::new(0, 10, 30).unwrap();
assert_eq!(histogram.buckets(), 11264);
let histogram = Histogram::new(1, 10, 20).unwrap();
assert_eq!(histogram.buckets(), 3072);
let histogram = Histogram::new(0, 9, 20).unwrap();
assert_eq!(histogram.buckets(), 3328);
}
#[test]
fn percentiles_1() {
let histogram = Histogram::new(0, 2, 10).unwrap();
for v in 1..1024 {
assert!(histogram.increment(v, 1).is_ok());
assert_eq!(histogram.percentile(0.0).map(|b| b.high()), Ok(1));
assert!(histogram.percentile(100.0).map(|b| b.high()).unwrap_or(0) >= v);
assert!(histogram.percentile(100.0).map(|b| b.low()).unwrap_or(0) <= v);
}
let percentiles: Vec<(u64, u64)> = histogram
.percentiles(&[1.0, 10.0, 25.0, 50.0, 75.0, 90.0, 99.0])
.unwrap()
.iter()
.map(|p| (p.bucket().low(), p.bucket().high()))
.collect();
assert_eq!(
&percentiles,
&[
(8, 11),
(96, 127),
(256, 383),
(512, 767),
(768, 1023),
(768, 1023),
(768, 1023)
]
);
}
#[test]
fn percentiles_2() {
let histogram = Histogram::new(0, 5, 10).unwrap();
for v in 1..1024 {
assert!(histogram.increment(v, 1).is_ok());
assert_eq!(histogram.percentile(0.0).map(|b| b.high()), Ok(1));
assert!(histogram.percentile(100.0).map(|b| b.high()).unwrap_or(0) >= v);
assert!(histogram.percentile(100.0).map(|b| b.low()).unwrap_or(0) <= v);
}
let percentiles: Vec<(u64, u64)> = histogram
.percentiles(&[1.0, 10.0, 25.0, 50.0, 75.0, 90.0, 99.0])
.unwrap()
.iter()
.map(|p| (p.bucket().low(), p.bucket().high()))
.collect();
assert_eq!(
&percentiles,
&[
(11, 11),
(100, 103),
(256, 271),
(512, 543),
(768, 799),
(896, 927),
(992, 1023)
]
);
}
#[test]
fn percentiles_3() {
let histogram = Histogram::builder().build().unwrap();
histogram.increment(1, 1).unwrap();
histogram.increment(10000000, 1).unwrap();
let percentiles = histogram.percentiles(&[25.0, 75.0]).unwrap();
assert_eq!(histogram.percentile(25.0).map(|b| b.high()), Ok(1));
assert_eq!(histogram.percentile(75.0).map(|b| b.high()), Ok(10010623));
assert_eq!(percentiles.get(0).map(|b| b.bucket().high()), Some(1));
assert_eq!(
percentiles.get(1).map(|b| b.bucket().high()),
Some(10010623)
);
}
}