/// MIT License // // Copyright (c) 2020 hatoo // // Permission is hereby granted, free of charge, to any person obtaining a copy // of this software and associated documentation files (the "Software"), to deal // in the Software without restriction, including without limitation the rights // to use, copy, modify, merge, publish, distribute, sublicense, and/or sell // copies of the Software, and to permit persons to whom the Software is // furnished to do so, subject to the following conditions: // // The above copyright notice and this permission notice shall be included in all // copies or substantial portions of the Software. use std::collections::BTreeMap; pub(crate) fn histogram(values: &[f64], bins: usize) -> Vec<(f64, usize)> { assert!(bins >= 2); let mut bucket: Vec = vec![0; bins]; let min = values.iter().collect::().min(); let max = values.iter().collect::().max(); let step = (max - min) / (bins - 1) as f64; for &v in values { let i = std::cmp::min(((v - min) / step).ceil() as usize, bins - 1); bucket[i] += 1; } bucket .into_iter() .enumerate() .map(|(i, v)| (min + step * i as f64, v)) .collect() } pub(crate) fn percentiles(values: &[f64], pecents: &[i32]) -> BTreeMap { pecents .iter() .map(|&p| { let i = (f64::from(p) / 100.0 * values.len() as f64) as usize; (format!("p{p}"), *values.get(i).unwrap_or(&f64::NAN)) }) .collect() }