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* @module marketStructure
* Swing point detection and market structure analysis (BOS / CHoCH).
* Operates on arrays of candle objects: { time, open, high, low, close, volume }
*/
import { ema } from './indicators.js';
/**
* @typedef {Object} SwingPoint
* @property {number} index - Index in the candles array.
* @property {number} price - Price level of the swing.
* @property {number} time - Timestamp of the candle.
*/
/**
* @typedef {Object} StructureBreak
* @property {'BOS'|'CHoCH'} type
* @property {'bullish'|'bearish'} direction
* @property {number} index - Candle index where the break occurred.
* @property {number} price - Price level that was broken.
* @property {number} time
*/
/**
* Find swing highs and swing lows.
* A swing high at index i means candle[i].high is strictly greater than all
* highs in the window [i - lookback, i + lookback].
* A swing low at index i means candle[i].low is strictly less than all
* lows in the window [i - lookback, i + lookback].
*
* @param {{ time: number, open: number, high: number, low: number, close: number, volume: number }[]} candles
* @param {number} [lookback=5]
* @returns {{ swingHighs: SwingPoint[], swingLows: SwingPoint[] }}
*/
export function findSwingPoints(candles, lookback = 5) {
if (!candles || candles.length === 0) {
return { swingHighs: [], swingLows: [] };
}
const swingHighs = [];
const swingLows = [];
for (let i = lookback; i < candles.length - lookback; i++) {
let isSwingHigh = true;
let isSwingLow = true;
for (let j = 1; j <= lookback; j++) {
// Check left side
if (candles[i].high <= candles[i - j].high) isSwingHigh = false;
if (candles[i].low >= candles[i - j].low) isSwingLow = false;
// Check right side
if (candles[i].high <= candles[i + j].high) isSwingHigh = false;
if (candles[i].low >= candles[i + j].low) isSwingLow = false;
// Early exit when neither is possible
if (!isSwingHigh && !isSwingLow) break;
}
if (isSwingHigh) {
swingHighs.push({ index: i, price: candles[i].high, time: candles[i].time });
}
if (isSwingLow) {
swingLows.push({ index: i, price: candles[i].low, time: candles[i].time });
}
}
return { swingHighs, swingLows };
}
/**
* Detect market structure including BOS, CHoCH, and trend.
*
* @param {{ time: number, open: number, high: number, low: number, close: number, volume: number }[]} candles
* @param {number} [lookback=5]
* @returns {{
* swingHighs: SwingPoint[],
* swingLows: SwingPoint[],
* structureBreaks: StructureBreak[],
* trend: 'bullish'|'bearish'|'ranging',
* higherHighs: boolean,
* higherLows: boolean,
* lowerHighs: boolean,
* lowerLows: boolean
* }}
*/
export function detectStructure(candles, lookback = 5) {
const { swingHighs, swingLows } = findSwingPoints(candles, lookback);
const result = {
swingHighs,
swingLows,
structureBreaks: [],
trend: /** @type {'bullish'|'bearish'|'ranging'} */ ('ranging'),
higherHighs: false,
higherLows: false,
lowerHighs: false,
lowerLows: false,
};
if (swingHighs.length < 2 && swingLows.length < 2) {
return result;
}
// --- Determine HH / HL / LH / LL patterns from last 2 swing points ---
if (swingHighs.length >= 2) {
const lastH = swingHighs[swingHighs.length - 1];
const prevH = swingHighs[swingHighs.length - 2];
result.higherHighs = lastH.price > prevH.price;
result.lowerHighs = lastH.price < prevH.price;
}
if (swingLows.length >= 2) {
const lastL = swingLows[swingLows.length - 1];
const prevL = swingLows[swingLows.length - 2];
result.higherLows = lastL.price > prevL.price;
result.lowerLows = lastL.price < prevL.price;
}
// --- Determine overall trend from swing-point sequence ---
if (result.higherHighs && result.higherLows) {
result.trend = 'bullish';
} else if (result.lowerHighs && result.lowerLows) {
result.trend = 'bearish';
} else {
result.trend = 'ranging';
}
// --- Chronological walk to detect structure breaks and update localTrend ---
let localTrend = /** @type {'bullish'|'bearish'|'ranging'} */ ('ranging');
// Initialise local trend from the overall trend pattern
if (result.higherHighs && result.higherLows) {
localTrend = 'bullish';
} else if (result.lowerHighs && result.lowerLows) {
localTrend = 'bearish';
}
const structureBreaks = [];
// Clone active swing points so we can mark them as broken
const activeHighs = swingHighs.map(sh => ({ ...sh, broken: false }));
const activeLows = swingLows.map(sl => ({ ...sl, broken: false }));
// Process candles chronologically
for (let c = 0; c < candles.length; c++) {
const close = candles[c].close;
// 1. Check if candle c breaks any active high established before c
let brokenHigh = null;
for (const sh of activeHighs) {
if (sh.index < c && !sh.broken && close > sh.price) {
sh.broken = true;
// Target the highest broken level at this candle to represent major breakout
if (!brokenHigh || sh.price > brokenHigh.price) {
brokenHigh = sh;
}
}
}
if (brokenHigh) {
const type = (localTrend === 'bearish' || localTrend === 'ranging') ? 'CHoCH' : 'BOS';
structureBreaks.push({
type,
direction: /** @type {'bullish'} */ ('bullish'),
index: c,
price: brokenHigh.price,
time: candles[c].time,
});
localTrend = 'bullish';
}
// 2. Check if candle c breaks any active low established before c
let brokenLow = null;
for (const sl of activeLows) {
if (sl.index < c && !sl.broken && close < sl.price) {
sl.broken = true;
// Target the lowest broken level at this candle
if (!brokenLow || sl.price < brokenLow.price) {
brokenLow = sl;
}
}
}
if (brokenLow) {
const type = (localTrend === 'bullish' || localTrend === 'ranging') ? 'CHoCH' : 'BOS';
structureBreaks.push({
type,
direction: /** @type {'bearish'} */ ('bearish'),
index: c,
price: brokenLow.price,
time: candles[c].time,
});
localTrend = 'bearish';
}
}
// Sort structure breaks chronologically (already chronological from the loop, but sort just in case)
structureBreaks.sort((a, b) => a.index - b.index);
result.structureBreaks = structureBreaks;
return result;
}
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