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| author | Graydon Hoare <graydon@mozilla.com> | 2013-01-15 17:30:35 -0800 |
|---|---|---|
| committer | Graydon Hoare <graydon@mozilla.com> | 2013-02-13 11:46:25 -0800 |
| commit | ebe99637fda18617684a7ae720247315701f19d3 (patch) | |
| tree | f6c1df26515b7d04d312e678f6a81af6eb257497 /src/libstd/stats.rs | |
| parent | 73280b0472afdcf4df7eb1a80a7ac0b74a791ca9 (diff) | |
| download | rust-ebe99637fda18617684a7ae720247315701f19d3.tar.gz rust-ebe99637fda18617684a7ae720247315701f19d3.zip | |
std: add stats.
Diffstat (limited to 'src/libstd/stats.rs')
| -rw-r--r-- | src/libstd/stats.rs | 96 |
1 files changed, 96 insertions, 0 deletions
diff --git a/src/libstd/stats.rs b/src/libstd/stats.rs new file mode 100644 index 00000000000..f0043803c4b --- /dev/null +++ b/src/libstd/stats.rs @@ -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 + } +} |
