pub struct DynamicMomentumIndex { /* private fields */ }Expand description
Dynamic Momentum Index — Tushar Chande’s RSI whose lookback shrinks in volatile markets and lengthens in calm ones.
A standard RSI uses a fixed period; the DMI varies it from the recent volatility so the oscillator stays responsive when the market is fast and smooth when it is quiet:
vol = StdDev(close, 5)
vol_avg = SMA(vol, 10)
Vi = vol / vol_avg (volatility index)
td = clamp(round(period / Vi), 5, 30) (dynamic lookback)
avg_gain, avg_loss = simple means of the last `td` price changes
DMI = 100 * avg_gain / (avg_gain + avg_loss)High volatility (Vi > 1) shortens td toward 5 (faster); low volatility
lengthens it toward 30 (slower). The averages of gains and losses are
simple means over the last td changes (not Wilder-smoothed), recomputed as
the window length flexes. Output is bounded in [0, 100]; a flat market
returns the neutral 50.
The first value lands after MAX_PERIOD + 1 = 31 inputs, so the change
buffer always holds enough history for any dynamic lookback up to 30.
§Example
use wickra_core::{DynamicMomentumIndex, Indicator};
let mut dmi = DynamicMomentumIndex::new(14).unwrap();
let mut last = None;
for i in 0..80 {
last = dmi.update(100.0 + (f64::from(i) * 0.2).sin() * 5.0);
}
assert!(last.is_some());Implementations§
Source§impl DynamicMomentumIndex
impl DynamicMomentumIndex
Trait Implementations§
Source§impl Clone for DynamicMomentumIndex
impl Clone for DynamicMomentumIndex
Source§fn clone(&self) -> DynamicMomentumIndex
fn clone(&self) -> DynamicMomentumIndex
Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreSource§impl Debug for DynamicMomentumIndex
impl Debug for DynamicMomentumIndex
Source§impl Indicator for DynamicMomentumIndex
impl Indicator for DynamicMomentumIndex
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 DynamicMomentumIndex
impl RefUnwindSafe for DynamicMomentumIndex
impl Send for DynamicMomentumIndex
impl Sync for DynamicMomentumIndex
impl Unpin for DynamicMomentumIndex
impl UnsafeUnpin for DynamicMomentumIndex
impl UnwindSafe for DynamicMomentumIndex
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