use std::fmt;
use crate::errors::*;
use crate::{Close, Next, Reset};
#[derive(Debug, Clone)]
pub struct SimpleMovingAverage {
n: u32,
index: usize,
count: u32,
sum: f64,
vec: Vec<f64>,
}
impl SimpleMovingAverage {
pub fn new(n: u32) -> Result<Self> {
match n {
0 => Err(Error::from_kind(ErrorKind::InvalidParameter)),
_ => {
let indicator = Self {
n: n,
index: 0,
count: 0,
sum: 0.0,
vec: vec![0.0; n as usize],
};
Ok(indicator)
}
}
}
}
impl Next<f64> for SimpleMovingAverage {
type Output = f64;
fn next(&mut self, input: f64) -> Self::Output {
self.index = (self.index + 1) % (self.n as usize);
let old_val = self.vec[self.index];
self.vec[self.index] = input;
if self.count < self.n {
self.count += 1;
}
self.sum = self.sum - old_val + input;
self.sum / (self.count as f64)
}
}
impl<'a, T: Close> Next<&'a T> for SimpleMovingAverage {
type Output = f64;
fn next(&mut self, input: &'a T) -> Self::Output {
self.next(input.close())
}
}
impl Reset for SimpleMovingAverage {
fn reset(&mut self) {
self.index = 0;
self.count = 0;
self.sum = 0.0;
for i in 0..(self.n as usize) {
self.vec[i] = 0.0;
}
}
}
impl Default for SimpleMovingAverage {
fn default() -> Self {
Self::new(9).unwrap()
}
}
impl fmt::Display for SimpleMovingAverage {
fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result {
write!(f, "SMA({})", self.n)
}
}
#[cfg(test)]
mod tests {
use super::*;
use crate::test_helper::*;
macro_rules! test_indicator {
($i:tt) => {
#[test]
fn test_indicator() {
let bar = Bar::new();
let mut indicator = $i::default();
let first_output = indicator.next(12.3);
indicator.next(&bar);
indicator.reset();
assert_eq!(indicator.next(12.3), first_output);
format!("{}", indicator);
}
};
}
test_indicator!(SimpleMovingAverage);
#[test]
fn test_new() {
assert!(SimpleMovingAverage::new(0).is_err());
assert!(SimpleMovingAverage::new(1).is_ok());
}
#[test]
fn test_next() {
let mut sma = SimpleMovingAverage::new(4).unwrap();
assert_eq!(sma.next(4.0), 4.0);
assert_eq!(sma.next(5.0), 4.5);
assert_eq!(sma.next(6.0), 5.0);
assert_eq!(sma.next(6.0), 5.25);
assert_eq!(sma.next(6.0), 5.75);
assert_eq!(sma.next(6.0), 6.0);
assert_eq!(sma.next(2.0), 5.0);
}
#[test]
fn test_next_with_bars() {
fn bar(close: f64) -> Bar {
Bar::new().close(close)
}
let mut sma = SimpleMovingAverage::new(3).unwrap();
assert_eq!(sma.next(&bar(4.0)), 4.0);
assert_eq!(sma.next(&bar(4.0)), 4.0);
assert_eq!(sma.next(&bar(7.0)), 5.0);
assert_eq!(sma.next(&bar(1.0)), 4.0);
}
#[test]
fn test_reset() {
let mut sma = SimpleMovingAverage::new(4).unwrap();
assert_eq!(sma.next(4.0), 4.0);
assert_eq!(sma.next(5.0), 4.5);
assert_eq!(sma.next(6.0), 5.0);
sma.reset();
assert_eq!(sma.next(99.0), 99.0);
}
#[test]
fn test_default() {
SimpleMovingAverage::default();
}
#[test]
fn test_display() {
let sma = SimpleMovingAverage::new(5).unwrap();
assert_eq!(format!("{}", sma), "SMA(5)");
}
}