pub struct Alma { /* private fields */ }Expand description
Arnaud Legoux Moving Average — a Gaussian-weighted moving average.
Each output is a weighted sum of the last period inputs:
w[i] = exp(-(i - m)^2 / (2 * s^2)) for i in 0..period
m = offset * (period - 1)
s = period / sigma
ALMA = sum(price[i] * w[i]) / sum(w[i])The Gaussian is centred on the relative index offset * (period - 1), so
offset = 0.85 puts the peak near the newest sample (responsive), while
offset = 0.5 centres the peak in the middle of the window (smooth).
sigma controls how concentrated the Gaussian is: larger sigma ->
narrower kernel, smaller sigma -> broader (closer to SMA).
Reference: Arnaud Legoux and Dimitrios Kouzis-Loukas, 2009.
§Defaults
The community-standard parameters are period = 9, offset = 0.85,
sigma = 6.0. The first output lands after exactly period inputs.
§Example
use wickra_core::{Alma, Indicator};
let mut alma = Alma::new(9, 0.85, 6.0).unwrap();
let mut last = None;
for i in 0..40 {
last = alma.update(100.0 + f64::from(i));
}
assert!(last.is_some());Implementations§
Source§impl Alma
impl Alma
Sourcepub fn new(period: usize, offset: f64, sigma: f64) -> Result<Self>
pub fn new(period: usize, offset: f64, sigma: f64) -> Result<Self>
Construct a new ALMA with the given period, offset and sigma.
§Errors
Error::PeriodZeroifperiod == 0.Error::InvalidPeriodifoffsetis outside[0.0, 1.0]orsigma <= 0.0or either ofoffset/sigmais non-finite.
Trait Implementations§
Source§impl Indicator for Alma
impl Indicator for Alma
Source§fn update(&mut self, input: f64) -> Option<f64>
fn update(&mut self, input: f64) -> Option<f64>
Feed one new data point into the indicator and return the freshly computed
output, or
None if the indicator is still warming up.Source§fn reset(&mut self)
fn reset(&mut self)
Reset all internal state, leaving the indicator equivalent to a freshly
constructed instance with the same parameters.
Source§fn warmup_period(&self) -> usize
fn warmup_period(&self) -> usize
Number of inputs required before the first non-
None output can be produced.Auto Trait Implementations§
impl Freeze for Alma
impl RefUnwindSafe for Alma
impl Send for Alma
impl Sync for Alma
impl Unpin for Alma
impl UnsafeUnpin for Alma
impl UnwindSafe for Alma
Blanket Implementations§
Source§impl<T> BatchExt for Twhere
T: Indicator,
impl<T> BatchExt for Twhere
T: Indicator,
Source§fn batch(&mut self, inputs: &[Self::Input]) -> Vec<Option<Self::Output>>
fn batch(&mut self, inputs: &[Self::Input]) -> Vec<Option<Self::Output>>
Run the indicator over a slice of inputs in order, returning one output (or
None during warmup) per input.Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
fn into_either(self, into_left: bool) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left is true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left(&self) returns true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read more