Streaming Technical Indicators

High performance for you trading application

The main feature of these indicators is their continuous operation, which means that you can use them both for real trading and for teaching trading strategies on history, since this is a passage from the beginning to the end of the stream of candles. This approach allows you to reduce the number of necessary calculations by tens of times and is the most optimal in terms of performance.

Features

High perfomance
Easy to use with candles streaming
Minimal state for calculation
Moment value (possible to calculate every tick)
Typescript

Available Indicators

Average True Range (ATR)
Bollinger Bands (BB).
Commodity Channel Index (CCI).
Connor's RSI (CRSI)
Donchian channels (DC).
Linearly weighted moving average (LWMA).
Moving Average Convergence Divergence (MACD).
Pivot Point Levels (classic / woodie /camarilla / fibonacci).
Rate of Change (ROC).
Relative Strength Index (RSI).
Relative Moving Average (RMA)
Simple Moving Average (SMA).
Smoothed Moving Average (SMMA).
Stochastic Oscillator (KD).
Exponential Moving Average (EMA).
Weighted Moving Average (WMA).

Candles

Heiken Ashi.

Utils

Standard Deviation (SD).
Correlation.

Next value (indicator.nextValue)

This method allows you to get the current value of the indicator, usually performed according to the data of a closed candle. The method call affects all subsequent calculations of the indicator readings.

Moment value (indicator.momentValue)

The method of calculating the instantaneous value of the indicator allows you to obtain information about the indicator readings in real time, without affecting future readings. This allows you to work with the indicator inside the candle.

Download

Releases are available under Node Package Manager (npm):

npm install @debut/indicators

Exapmle with Simple Moving Average

import { SMA } from '@debut/indicators';
const sma = new SMA(4); // Create SMA with 4 period

// SMA workflow
//=> [ '2.50', '3.50', '4.50', '5.50', '6.50', '7.50' ]
//=>   │       │       │       │       │       └─(6+7+8+9)/4
//=>   │       │       │       │       └─(5+6+7+8)/4
//=>   │       │       │       └─(4+5+6+7)/4
//=>   │       │       └─(3+4+5+6)/4
//=>   │       └─(2+3+4+5)/4
//=>   └─(1+2+3+4)/4

sma.nextValue(1); // undefiend
sma.nextValue(2); // undefiend
sma.nextValue(3); // undefiend
sma.nextValue(4); // 2.50
sma.nextValue(5); // 3.50
sma.nextValue(6); // 4.50
sma.nextValue(7); // 5.50
sma.momentValue(8); // 6.50
sma.nextValue(8); // 6.50
sma.momentValue(9); // 7.50
sma.nextValue(9); // 7.50

Extra custom indicators

MOVE (direction move with power no less than p)
WAVE (directional move with bearish or bullish candle series and power p)

Benchmarks

Indicator	@debut/indicators	technicalindicators	trading-signals	ta.js
SMA	59,913 ops/sec	3,754 ops/sec	120 ops/sec	1,670 ops/sec
EMA	104,231 ops/sec	22,004 ops/sec	0.13 ops/sec	100,070 ops/sec
CCI	33,284 ops/sec	866 ops/sec	x	x

CoinIndexAgency / Indicators