pub struct Evwma { /* private fields */ }Expand description
Christian P. Fries’ Elastic Volume-Weighted Moving Average.
Unlike VWMA which is a per-bar weighted mean, EVWMA runs an
“elastic” recurrence whose smoothing weight is the bar’s volume relative
to the running window-volume:
V_sum_t = Σ volume_i over the last `period` candles
EVWMA_t = ((V_sum_t - volume_t) * EVWMA_{t-1} + volume_t * close_t) / V_sum_tA bar whose volume is small compared to the window total barely moves the
average; a bar whose volume dominates the window pulls it strongly toward
the bar’s close. The series is seeded with the close of the first candle
after the volume window has filled (i.e. after period candles).
If V_sum_t == 0 (every candle in the window has zero volume), the
recurrence is undefined; the indicator holds its previous value.
Reference: Christian P. Fries, Wilmott Magazine, 2001.
§Example
use wickra_core::{Candle, Evwma, Indicator};
let mut evwma = Evwma::new(20).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, 10.0, i64::from(i)).unwrap();
last = evwma.update(candle);
}
assert!(last.is_some());Implementations§
Trait Implementations§
Source§impl Indicator for Evwma
impl Indicator for Evwma
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 Evwma
impl RefUnwindSafe for Evwma
impl Send for Evwma
impl Sync for Evwma
impl Unpin for Evwma
impl UnsafeUnpin for Evwma
impl UnwindSafe for Evwma
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