pub struct Smi { /* private fields */ }Expand description
William Blau’s Stochastic Momentum Index — a doubly-smoothed,
±100-bounded oscillator built from the close’s distance to the centre
of the recent high-low range.
Over the lookback period, let HH = max(high), LL = min(low),
C = (HH + LL) / 2 and R = HH - LL. The raw displacement is
d_t = close_t - C_t. Both d and R are smoothed twice with EMAs,
then combined into the bounded reading:
D_smoothed = EMA(EMA(d, d_period), d2_period)
HL_smoothed = EMA(EMA(R, d_period), d2_period)
SMI = 100 · D_smoothed / (HL_smoothed / 2)Blau’s recommended defaults are (period = 5, d = 3, d2 = 3). Wickra
publishes the SMI value only; the optional signal EMA(SMI, k) is left
to the consumer via Chain / their own Ema.
§Example
use wickra_core::{Candle, Indicator, Smi};
let mut smi = Smi::new(5, 3, 3).unwrap();
let mut last = None;
for i in 0..40 {
let p = 100.0 + f64::from(i);
let candle = Candle::new(p, p + 1.0, p - 1.0, p, 1.0, i64::from(i)).unwrap();
last = smi.update(candle);
}
assert!(last.is_some());Implementations§
Trait Implementations§
Source§impl Indicator for Smi
impl Indicator for Smi
Source§type Input = Candle
type Input = Candle
Type of one input data point (typically
f64 for a price, or Candle / Tick).Source§fn update(&mut self, candle: Candle) -> Option<f64>
fn update(&mut self, candle: Candle) -> 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 Smi
impl RefUnwindSafe for Smi
impl Send for Smi
impl Sync for Smi
impl Unpin for Smi
impl UnsafeUnpin for Smi
impl UnwindSafe for Smi
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