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The original taxonomy was four classical families plus a statistics group,
with the F1-F12 expansion slotted in as sub-categories. This regroups the
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  Moving Averages (12), Momentum Oscillators (13), Trend & Directional (9),
  Price Oscillators (5), Volatility & Bands (12), Trailing Stops (5),
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- Wiki: docs/wiki/indicators/ reorganised into eight family folders; all 71
  indicator pages moved with `git mv`. Every internal cross-link is
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- Tests: Node indicators.test.js and Python test_new_indicators.py cover
  all eight new indicators (Node 91/91, Python 117/117 green).

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ChandelierExit

Chandelier Exit — an ATR trailing stop hung a fixed number of ATRs off the highest high (for longs) or the lowest low (for shorts) of a window.

Quick reference

Field Value
Family Trailing Stops
Input type Candle (uses high, low, close)
Output type (long_stop, short_stop)
Output range unbounded (price scale)
Default parameters period = 22, multiplier = 3.0 (Python)
Warmup period period
Interpretation Long/short trailing-stop levels; a close past one exits the trade.

Formula

long_stop  = highest_high(period)  multiplier · ATR(period)
short_stop = lowest_low(period)   + multiplier · ATR(period)

Chuck LeBeau's Chandelier Exit hangs the stop off the extreme of the lookback window — like a chandelier off a ceiling — a fixed multiplier · ATR below the highest high (for a long) or above the lowest low (for a short). Because the extreme only moves favourably while a trend runs, the stop trails price up (or down) and never loosens. A long is exited when price closes below long_stop; a short when it closes above short_stop. The classic configuration is a 22-bar window with a 3.0 multiplier.

Parameters

  • period — the window for both the highest high / lowest low and the ATR (Python default 22).
  • multiplier — how many ATRs the stop hangs off the extreme (default 3.0).

ChandelierExit::classic() returns the (22, 3.0) configuration.

Inputs / Outputs

From crates/wickra-core/src/indicators/chandelier_exit.rs:

impl Indicator for ChandelierExit {
    type Input = Candle;
    type Output = ChandelierExitOutput;   // { long_stop: f64, short_stop: f64 }
    // update(&mut self, input: Candle) -> Option<ChandelierExitOutput>
}

ChandelierExit is a candle-input indicator (it reads high, low, close). Python's streaming update returns a (long_stop, short_stop) tuple; the batch helper returns an (n, 2) array with columns [long_stop, short_stop]. Node's update returns { longStop, shortStop } and batch a flat [l0, s0, l1, s1, …] array; WASM matches Node.

Warmup

ChandelierExit::classic().warmup_period() == 22. The highest-high / lowest-low window and the inner ATR become ready on the same candle — input index period 1.

Edge cases

  • Window bound. long_stop never exceeds the window's highest high, and short_stop never drops below its lowest low (long_stop_below_highest_short_stop_above_lowest pins this).
  • Flat market. Constant candles give constant ATR and equal extremes, so both stops sit a fixed multiplier · ATR from the price.
  • Reset. ce.reset() clears the ATR and both extreme windows.

Examples

Rust

use wickra::{BatchExt, Candle, Indicator, ChandelierExit};

fn main() -> Result<(), Box<dyn std::error::Error>> {
    let mut ce = ChandelierExit::new(5, 3.0)?;
    // Flat market: ATR = 2, HH = 11, LL = 9.
    let candles: Vec<Candle> = (0..20)
        .map(|i| Candle::new(10.0, 11.0, 9.0, 10.0, 1.0, i).unwrap())
        .collect();
    let out = ce.batch(&candles);
    println!("{:?}", out.last().unwrap());
    Ok(())
}

Output:

Some(ChandelierExitOutput { long_stop: 5.0, short_stop: 15.0 })

long_stop = 11 3·2 = 5, short_stop = 9 + 3·2 = 15. This matches the reference_values_flat_market test in crates/wickra-core/src/indicators/chandelier_exit.rs.

Python

import numpy as np
import wickra as ta

ce = ta.ChandelierExit(5, 3.0)
n = 20
high = np.full(n, 11.0)
low = np.full(n, 9.0)
close = np.full(n, 10.0)
print(ce.batch(high, low, close)[-1])   # [long_stop, short_stop]

Output:

[ 5. 15.]

Node

const ta = require('wickra');
const ce = new ta.ChandelierExit(5, 3.0);
const n = 20;
const high = Array(n).fill(11), low = Array(n).fill(9), close = Array(n).fill(10);
const out = ce.batch(high, low, close);
console.log(out.slice(-2));   // [long_stop, short_stop] of the last bar

Output:

[ 5, 15 ]

Interpretation

While long, watch long_stop: it climbs as new highs print and never falls, so a close beneath it is a disciplined exit. While short, short_stop is the mirror. The 3.0 multiplier is wide enough to ride a trend through normal pullbacks; tightening it exits sooner at the cost of more whipsaws.

Common pitfalls

  • Using the wrong stop for the position. long_stop only applies to longs, short_stop only to shorts — they are not a channel.
  • Feeding it scalar prices. It needs the full high/low/close bar.

References

Chuck LeBeau's Chandelier Exit; the highest-high-minus-ATR formulation here matches the standard definition.

See also