std: add stats.
This commit is contained in:
parent
73280b0472
commit
ebe99637fd
96
src/libstd/stats.rs
Normal file
96
src/libstd/stats.rs
Normal file
@ -0,0 +1,96 @@
|
|||||||
|
// Copyright 2012 The Rust Project Developers. See the COPYRIGHT
|
||||||
|
// file at the top-level directory of this distribution and at
|
||||||
|
// http://rust-lang.org/COPYRIGHT.
|
||||||
|
//
|
||||||
|
// Licensed under the Apache License, Version 2.0 <LICENSE-APACHE or
|
||||||
|
// http://www.apache.org/licenses/LICENSE-2.0> or the MIT license
|
||||||
|
// <LICENSE-MIT or http://opensource.org/licenses/MIT>, at your
|
||||||
|
// option. This file may not be copied, modified, or distributed
|
||||||
|
// except according to those terms.
|
||||||
|
|
||||||
|
use core::vec;
|
||||||
|
use core::f64;
|
||||||
|
use core::cmp;
|
||||||
|
use core::num;
|
||||||
|
use sort;
|
||||||
|
|
||||||
|
// NB: this can probably be rewritten in terms of num::Num
|
||||||
|
// to be less f64-specific.
|
||||||
|
|
||||||
|
pub trait Stats {
|
||||||
|
fn sum(self) -> f64;
|
||||||
|
fn min(self) -> f64;
|
||||||
|
fn max(self) -> f64;
|
||||||
|
fn mean(self) -> f64;
|
||||||
|
fn median(self) -> f64;
|
||||||
|
fn var(self) -> f64;
|
||||||
|
fn std_dev(self) -> f64;
|
||||||
|
fn std_dev_pct(self) -> f64;
|
||||||
|
fn median_abs_dev(self) -> f64;
|
||||||
|
fn median_abs_dev_pct(self) -> f64;
|
||||||
|
}
|
||||||
|
|
||||||
|
impl &[f64] : Stats {
|
||||||
|
fn sum(self) -> f64 {
|
||||||
|
vec::foldl(0.0, self, |p,q| p + *q)
|
||||||
|
}
|
||||||
|
|
||||||
|
fn min(self) -> f64 {
|
||||||
|
assert self.len() != 0;
|
||||||
|
vec::foldl(self[0], self, |p,q| cmp::min(p, *q))
|
||||||
|
}
|
||||||
|
|
||||||
|
fn max(self) -> f64 {
|
||||||
|
assert self.len() != 0;
|
||||||
|
vec::foldl(self[0], self, |p,q| cmp::max(p, *q))
|
||||||
|
}
|
||||||
|
|
||||||
|
fn mean(self) -> f64 {
|
||||||
|
assert self.len() != 0;
|
||||||
|
self.sum() / (self.len() as f64)
|
||||||
|
}
|
||||||
|
|
||||||
|
fn median(self) -> f64 {
|
||||||
|
assert self.len() != 0;
|
||||||
|
let tmp = vec::to_mut(vec::from_slice(self));
|
||||||
|
sort::tim_sort(tmp);
|
||||||
|
if tmp.len() & 1 == 0 {
|
||||||
|
let m = tmp.len() / 2;
|
||||||
|
(tmp[m] + tmp[m-1]) / 2.0
|
||||||
|
} else {
|
||||||
|
tmp[tmp.len() / 2]
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
fn var(self) -> f64 {
|
||||||
|
if self.len() == 0 {
|
||||||
|
0.0
|
||||||
|
} else {
|
||||||
|
let mean = self.mean();
|
||||||
|
let mut v = 0.0;
|
||||||
|
for self.each |s| {
|
||||||
|
let x = *s - mean;
|
||||||
|
v += x*x;
|
||||||
|
}
|
||||||
|
v/(self.len() as f64)
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
fn std_dev(self) -> f64 {
|
||||||
|
f64::sqrt(self.var())
|
||||||
|
}
|
||||||
|
|
||||||
|
fn std_dev_pct(self) -> f64 {
|
||||||
|
(self.std_dev() / self.mean()) * 100.0
|
||||||
|
}
|
||||||
|
|
||||||
|
fn median_abs_dev(self) -> f64 {
|
||||||
|
let med = self.median();
|
||||||
|
let abs_devs = self.map(|v| num::abs(med - *v));
|
||||||
|
abs_devs.median()
|
||||||
|
}
|
||||||
|
|
||||||
|
fn median_abs_dev_pct(self) -> f64 {
|
||||||
|
(self.median_abs_dev() / self.median()) * 100.0
|
||||||
|
}
|
||||||
|
}
|
@ -98,6 +98,7 @@ pub mod base64;
|
|||||||
pub mod rl;
|
pub mod rl;
|
||||||
pub mod workcache;
|
pub mod workcache;
|
||||||
pub mod bigint;
|
pub mod bigint;
|
||||||
|
pub mod stats;
|
||||||
|
|
||||||
#[cfg(unicode)]
|
#[cfg(unicode)]
|
||||||
mod unicode;
|
mod unicode;
|
||||||
|
Loading…
Reference in New Issue
Block a user