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77 changes: 75 additions & 2 deletions src/math/average.rs
Original file line number Diff line number Diff line change
Expand Up @@ -6,18 +6,31 @@ 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.

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)
}

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 +47,23 @@ 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`.
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 +149,47 @@ 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));
}

macro_rules! test_geometric_mean {
($($name:ident: $inputs:expr,)*) => {
$(
#[test]
fn $name() {
let (sequence, expected) = $inputs;
assert_eq!(geometric_mean(&sequence), expected);
}
)*
}
}

test_geometric_mean! {
empty: (Vec::<f64>::new(), None),
single: (vec![5.0], Some(5.0)),
negative: (vec![1.0, -3.0, 2.0], None),
regular: (vec![0.5, 0.5, 0.3, 0.2], Some(0.34996355115805833)),
}
}
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