The original taxonomy was four classical families plus a statistics group, with the F1-F12 expansion slotted in as sub-categories. This regroups the whole 71-indicator catalogue into eight top-level families, each with at least five members: Moving Averages (12), Momentum Oscillators (13), Trend & Directional (9), Price Oscillators (5), Volatility & Bands (12), Trailing Stops (5), Volume (9), Price Statistics (7). - Wiki: docs/wiki/indicators/ reorganised into eight family folders; all 71 indicator pages moved with `git mv`. Every internal cross-link is normalised to `../<family>/Indicator-X.md`, each page's `Family` field is set to its new family, and two pre-existing `../Indicator-Chaining.md` links (should have been `../../`) are corrected. A link check confirms every relative wiki link resolves. - Indicators-Overview.md fully rewritten around the eight families; Home.md indicator reference and the README family table follow suit. - Warmup-Periods.md gains the eight F13 indicators; CHANGELOG records the 46-indicator expansion (25 -> 71) and the eight-family taxonomy. - Tests: Node indicators.test.js and Python test_new_indicators.py cover all eight new indicators (Node 91/91, Python 117/117 green). cargo fmt + clippy (core/wickra/data/wasm/node) clean; 508 core tests, 25 data tests and 74 doctests 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 default22).multiplier— how many ATRs the stop hangs off the extreme (default3.0).
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_stopnever exceeds the window's highest high, andshort_stopnever drops below its lowest low (long_stop_below_highest_short_stop_above_lowestpins this). - Flat market. Constant candles give constant
ATRand equal extremes, so both stops sit a fixedmultiplier · ATRfrom 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_stoponly applies to longs,short_stoponly to shorts — they are not a channel. - Feeding it scalar prices. It needs the full
high/low/closebar.
References
Chuck LeBeau's Chandelier Exit; the highest-high-minus-ATR formulation here matches the standard definition.
See also
- Indicator-SuperTrend.md — an ATR trailing stop with explicit flip logic and a single line.
- Indicator-ChandeKrollStop.md — a two-stage ATR stop that smooths the preliminary level.
- Indicator-Atr.md — the volatility measure underneath.
- Indicators-Overview.md — the full taxonomy.