pub struct Frama { /* private fields */ }Expand description
Ehlers’ Fractal Adaptive Moving Average.
FRAMA picks its smoothing constant from the fractal dimension D of the
recent window: in a trending (low-D) market it follows price tightly, in
a choppy (high-D) market it smooths heavily. The window of period
closes is split into two equal halves; the fractal dimension comes from
the price ranges of the halves vs. the whole window:
N1 = (max(first half) - min(first half)) / (period / 2)
N2 = (max(second half) - min(second half)) / (period / 2)
N3 = (max(window) - min(window)) / period
D = (log(N1 + N2) - log(N3)) / log(2)
alpha = exp(-4.6 * (D - 1)) clamped to [0.01, 1.0]The output is an EMA-like recurrence
FRAMA_t = alpha * close_t + (1 - alpha) * FRAMA_{t - 1}, seeded with the
first close. period must be even and at least 2.
Reference: John F. Ehlers, Fractal Adaptive Moving Average, 2005.
§Example
use wickra_core::{Frama, Indicator};
let mut frama = Frama::new(16).unwrap();
let mut last = None;
for i in 0..40 {
last = frama.update(100.0 + f64::from(i));
}
assert!(last.is_some());Implementations§
Trait Implementations§
Source§impl Indicator for Frama
impl Indicator for Frama
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 Frama
impl RefUnwindSafe for Frama
impl Send for Frama
impl Sync for Frama
impl Unpin for Frama
impl UnsafeUnpin for Frama
impl UnwindSafe for Frama
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