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wickra/crates/wickra-core/src/indicators/dx.rs
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kingchencandGitHub 9eb46f144a feat: TA-Lib parity — 19 standalone indicators (DM components, price transforms, ROC/LinReg/MACD/SAR variants, Hilbert outputs) (#148)
Closes the remaining TA-Lib function-name gap by shipping each missing or
bundled-only function as a real, standalone, fully-covered indicator. 19 new
indicators across 5 families; mod-count 295 -> 314.

### Trend & Directional — Directional Movement components
- `PlusDm` (`PLUS_DM`), `MinusDm` (`MINUS_DM`) — Wilder-smoothed ±DM.
- `PlusDi` (`PLUS_DI`), `MinusDi` (`MINUS_DI`) — `100·smoothed(±DM)/ATR`.
- `Dx` (`DX`) — `100·|+DI−−DI|/(+DI+−DI)`.

### Price Statistics
- `AvgPrice` (`AVGPRICE`) — `(O+H+L+C)/4`.
- `MidPoint` (`MIDPOINT`) — `(max+min)/2` of a scalar series over N.
- `MidPrice` (`MIDPRICE`) — `(highestHigh+lowestLow)/2` over N.
- `LinRegIntercept` (`LINEARREG_INTERCEPT`) — OLS intercept.
- `Tsf` (`TSF`) — time series forecast `a + b·period`.

### Momentum Oscillators
- `Rocp` (`ROCP`), `Rocr` (`ROCR`), `Rocr100` (`ROCR100`) — ROC ratio forms.

### Trailing Stops
- `SarExt` (`SAREXT`) — Parabolic SAR with start value, reversal offset,
  separate long/short acceleration, signed output.

### Trend & Directional — MACD variants
- `MacdFix` (`MACDFIX`) — MACD fixed 12/26.
- `MacdExt` (`MACDEXT`) — MACD with a selectable moving-average type per line
  (new public `MaType` enum: SMA/EMA/WMA/DEMA/TEMA/TRIMA).

### Ehlers / Cycle (DSP) — Hilbert transform outputs
- `HtPhasor` (`HT_PHASOR`) — in-phase / quadrature components.
- `HtDcPhase` (`HT_DCPHASE`) — dominant-cycle phase (degrees).
- `HtTrendMode` (`HT_TRENDMODE`) — trend (1) vs cycle (0) classification.

Each indicator ships the full chain: core + every-branch unit tests, Python /
Node / WASM bindings, fuzz coverage, README counter + family rows, CHANGELOG.
`cargo test`, doctests, `clippy -D warnings`, `npm test` and pytest all green
locally; mod-count == lib-block == README counter (314), FAMILIES total 309.
2026-06-03 02:26:38 +02:00

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//! Directional Movement Index (DX), Wilder-smoothed.
use crate::error::{Error, Result};
use crate::indicators::adx::directional_movement;
use crate::ohlcv::Candle;
use crate::traits::Indicator;
/// Wilder's Directional Movement Index (`DX`).
///
/// `DX = 100 · |+DI DI| / (+DI + DI)`, the un-smoothed precursor to
/// [`Adx`](crate::Adx) (which is the Wilder average of `DX`). Both directional
/// indicators are derived from Wilder-smoothed `+DM`, `DM` and true range over
/// `period` bars, so the first value is emitted after `period + 1` candles.
///
/// `DX` ranges over `[0, 100]`: high when one side of the directional system
/// clearly dominates (a strong trend) and near zero when `+DI` and `DI` are
/// balanced (a range). When both directional indicators are zero — a perfectly
/// flat market — the index returns `0`.
///
/// # Example
///
/// ```
/// use wickra_core::{Candle, Indicator, Dx};
///
/// let mut indicator = Dx::new(5).unwrap();
/// let mut last = None;
/// for i in 0..40 {
/// let base = 100.0 + f64::from(i);
/// let candle =
/// Candle::new(base, base + 2.0, base - 2.0, base + 1.0, 10.0, i64::from(i)).unwrap();
/// last = indicator.update(candle);
/// }
/// assert!(last.is_some());
/// ```
#[derive(Debug, Clone)]
pub struct Dx {
period: usize,
prev: Option<Candle>,
plus_dm_seed: f64,
minus_dm_seed: f64,
tr_seed: f64,
seed_count: usize,
plus_dm_smooth: Option<f64>,
minus_dm_smooth: Option<f64>,
tr_smooth: Option<f64>,
}
impl Dx {
/// # Errors
/// Returns [`Error::PeriodZero`] if `period == 0`.
pub fn new(period: usize) -> Result<Self> {
if period == 0 {
return Err(Error::PeriodZero);
}
Ok(Self {
period,
prev: None,
plus_dm_seed: 0.0,
minus_dm_seed: 0.0,
tr_seed: 0.0,
seed_count: 0,
plus_dm_smooth: None,
minus_dm_smooth: None,
tr_smooth: None,
})
}
/// Configured period.
pub const fn period(&self) -> usize {
self.period
}
}
impl Indicator for Dx {
type Input = Candle;
type Output = f64;
fn update(&mut self, candle: Candle) -> Option<f64> {
let Some(prev) = self.prev else {
self.prev = Some(candle);
return None;
};
self.prev = Some(candle);
let (plus_dm, minus_dm) = directional_movement(&prev, &candle);
let tr = candle.true_range(Some(prev.close));
let n = self.period as f64;
let (plus_v, minus_v, tr_v) = if let (Some(p), Some(m), Some(t)) =
(self.plus_dm_smooth, self.minus_dm_smooth, self.tr_smooth)
{
let p_new = p - p / n + plus_dm;
let m_new = m - m / n + minus_dm;
let t_new = t - t / n + tr;
self.plus_dm_smooth = Some(p_new);
self.minus_dm_smooth = Some(m_new);
self.tr_smooth = Some(t_new);
(p_new, m_new, t_new)
} else {
self.plus_dm_seed += plus_dm;
self.minus_dm_seed += minus_dm;
self.tr_seed += tr;
self.seed_count += 1;
if self.seed_count < self.period {
return None;
}
self.plus_dm_smooth = Some(self.plus_dm_seed);
self.minus_dm_smooth = Some(self.minus_dm_seed);
self.tr_smooth = Some(self.tr_seed);
(self.plus_dm_seed, self.minus_dm_seed, self.tr_seed)
};
let (plus_di, minus_di) = if tr_v == 0.0 {
(0.0, 0.0)
} else {
(100.0 * plus_v / tr_v, 100.0 * minus_v / tr_v)
};
let di_sum = plus_di + minus_di;
let dx = if di_sum == 0.0 {
0.0
} else {
100.0 * (plus_di - minus_di).abs() / di_sum
};
Some(dx)
}
fn reset(&mut self) {
self.prev = None;
self.plus_dm_seed = 0.0;
self.minus_dm_seed = 0.0;
self.tr_seed = 0.0;
self.seed_count = 0;
self.plus_dm_smooth = None;
self.minus_dm_smooth = None;
self.tr_smooth = None;
}
fn warmup_period(&self) -> usize {
self.period
}
fn is_ready(&self) -> bool {
self.tr_smooth.is_some()
}
fn name(&self) -> &'static str {
"DX"
}
}
#[cfg(test)]
mod tests {
use super::*;
use crate::traits::BatchExt;
use approx::assert_relative_eq;
fn c(h: f64, l: f64, cl: f64) -> Candle {
Candle::new(cl, h, l, cl, 1.0, 0).unwrap()
}
#[test]
fn rejects_zero_period() {
assert!(matches!(Dx::new(0), Err(Error::PeriodZero)));
}
#[test]
fn accessors_report_config() {
let dx = Dx::new(7).unwrap();
assert_eq!(dx.period(), 7);
assert_eq!(dx.name(), "DX");
assert_eq!(dx.warmup_period(), 7);
assert!(!dx.is_ready());
}
#[test]
fn strong_trend_drives_dx_high() {
// A clean uptrend has one-sided directional movement, so DX is large.
let candles: Vec<Candle> = (0..12)
.map(|i| {
let base = 100.0 + f64::from(i) * 2.0;
c(base + 1.0, base - 0.5, base + 0.5)
})
.collect();
let mut dx = Dx::new(3).unwrap();
let out: Vec<Option<f64>> = dx.batch(&candles);
assert_eq!(out[0], None);
assert!(out[3].is_some());
let last = out.into_iter().flatten().last().unwrap();
assert!(last > 50.0 && last <= 100.0);
assert!(dx.is_ready());
}
#[test]
fn flat_market_returns_zero() {
// Both directional indicators collapse to zero -> DX is zero.
let candles: Vec<Candle> = (0..6).map(|_| c(50.0, 50.0, 50.0)).collect();
let mut dx = Dx::new(3).unwrap();
let last = dx.batch(&candles).into_iter().flatten().last().unwrap();
assert_relative_eq!(last, 0.0, epsilon = 1e-12);
}
#[test]
fn balanced_directional_movement_is_low() {
// Alternating up and down bars of equal magnitude keep +DI and -DI close,
// so DX stays well below a trending reading.
let candles: Vec<Candle> = (0..30)
.map(|i| {
let base = if i % 2 == 0 { 100.0 } else { 101.0 };
c(base + 1.0, base - 1.0, base)
})
.collect();
let mut dx = Dx::new(5).unwrap();
let last = dx.batch(&candles).into_iter().flatten().last().unwrap();
assert!((0.0..=100.0).contains(&last));
}
#[test]
fn reset_restores_initial_state() {
let candles: Vec<Candle> = (0..6)
.map(|i| {
let base = 100.0 + f64::from(i) * 2.0;
c(base + 1.0, base - 0.5, base + 0.5)
})
.collect();
let mut dx = Dx::new(3).unwrap();
let _ = dx.batch(&candles);
assert!(dx.is_ready());
dx.reset();
assert!(!dx.is_ready());
assert_eq!(dx.update(candles[0]), None);
}
}