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95 changes: 93 additions & 2 deletions src/math/average.rs
Original file line number Diff line number Diff line change
Expand Up @@ -6,18 +6,34 @@ The mode is the most frequently occurring value on the list.

Reference: https://www.britannica.com/science/mean-median-and-mode

This program approximates the mean, median and mode of a finite sequence.
There is also the geometric mean, often used in finance, which is much more suited for rates and other multiplicative
relationships. The geometric mean is the Nth root of the product of a finite sequence of numbers.

This program approximates the mean, geometric mean, median and mode of a finite sequence.
Note: Floats sequences are not allowed for `mode` function.
"]
use std::collections::HashMap;
use std::collections::HashSet;

use num_traits::Num;
use num_traits::{FromPrimitive, Num, One, ToPrimitive};

fn sum<T: Num + Copy>(sequence: Vec<T>) -> T {
sequence.iter().fold(T::zero(), |acc, x| acc + *x)
}

#[allow(dead_code)]
fn product<T: Num + Copy + One + FromPrimitive + ToPrimitive>(sequence: &[T]) -> Option<f64> {
if sequence.is_empty() {
None
} else {
sequence
.iter()
.copied()
.fold(T::one(), |acc, x| acc * x)
.to_f64()
}
}

/// # Argument
///
/// * `sequence` - A vector of numbers.
Expand All @@ -34,6 +50,24 @@ fn mean_of_two<T: Num + Copy>(a: T, b: T) -> T {
(a + b) / (T::one() + T::one())
}

/// # Argument
///
/// * `sequence` - A vector of numbers.
/// Returns geometric mean of `sequence`.
#[allow(dead_code)]
pub fn geometric_mean<T: Num + Copy + One + FromPrimitive + ToPrimitive>(
sequence: &[T],
) -> Option<f64> {
if sequence.is_empty() {
return None;
}
if sequence.iter().any(|&x| x.to_f64() <= Some(0.0)) {
return None;
}
let product_result = product(sequence)?;
Some(product_result.powf(1.0 / sequence.len() as f64))
}

/// # Argument
///
/// * `sequence` - A vector of numbers.
Expand Down Expand Up @@ -119,4 +153,61 @@ mod test {
assert!(mean(Vec::<f64>::new()).is_none());
assert!(mean(Vec::<i32>::new()).is_none());
}

// Tests for product function
// Empty Product is empty
#[test]
fn test_product_empty() {
let sequence: Vec<i32> = vec![];
let result = product(&sequence);
assert_eq!(result, None);
}

// Product of a single value is the value
#[test]
fn test_product_single_element() {
let sequence = vec![10];
let result = product(&sequence);
assert_eq!(result, Some(10.0));
}
// Product generic test
#[test]
fn test_product_floats() {
let sequence = vec![1.5, 2.0, 4.0];
let result = product(&sequence);
assert_eq!(result, Some(12.0));
}

// Tests for geometric mean function
// Empty sequence returns nothing
#[test]
fn test_geometric_mean_empty() {
let sequence: Vec<f64> = vec![];
let result = geometric_mean(&sequence);
assert_eq!(result, None);
}

// Geometric mean of a single value is the value itself.
#[test]
fn test_geometric_mean_single_element() {
let sequence = vec![5.0];
let result = geometric_mean(&sequence);
assert_eq!(result, Some(5.0));
}

// Geometric means are not defined for negative values
#[test]
fn test_geometric_mean_negative() {
let sequence = vec![1.0, -3.0, 2.0];
let result = geometric_mean(&sequence);
assert_eq!(result, None);
}

// Geometric mean generic test
#[test]
fn test_geometric_mean_floats() {
let sequence = vec![0.5, 0.5, 0.3, 0.2];
let result = geometric_mean(&sequence);
assert_eq!(result, Some(0.34996355115805833));
}
}
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