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wickra/docs/wiki/indicators/momentum/Indicator-BalanceOfPower.md
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kingchenc e452d35a27 F13a: add Accelerator Oscillator, Balance of Power, Choppiness Index and Vertical Horizontal Filter
First half of the eight indicators that fill out the new family taxonomy.

- Rust core: accelerator_oscillator.rs (AcceleratorOscillator — AO minus a
  short SMA of itself), balance_of_power.rs (BalanceOfPower — per-bar
  (close-open)/(high-low)), choppiness_index.rs (ChoppinessIndex — summed
  true range over the high-low span, log-scaled) and
  vertical_horizontal_filter.rs (VerticalHorizontalFilter — net move over
  total move). Each with a full Indicator impl, runnable doctest and
  reference / property / warmup / reset / batch==streaming tests.
- Python / Node / WASM: classes wired through all three bindings
  (BalanceOfPower carries an explicit open column; VHF rides the scalar
  macros) plus .pyi stubs and __init__.py / __all__ entries.
- Wiki: four new Indicator-*.md pages.

The eight-family taxonomy restructure (Overview / Home / README / folder
layout) lands in F13c once F13b's four indicators are in.

cargo fmt + clippy (core/wickra/data/wasm/node) clean; 481 core tests,
25 data tests and 70 doctests green.
2026-05-22 20:57:52 +02:00

3.4 KiB
Raw Blame History

BalanceOfPower

Balance of Power (BOP) — where the bar closed within its range relative to where it opened.

Quick reference

Field Value
Family Price Oscillators
Input type Candle (uses open, high, low, close)
Output type f64
Output range [1, +1]
Default parameters none (no parameters)
Warmup period 1
Interpretation Intrabar buyer/seller control; +1 buyers, 1 sellers.

Formula

BOP = (close  open) / (high  low)

Balance of Power asks a single question per bar: did buyers or sellers win it? A bar that opened on its low and closed on its high scores +1 (buyers in total control); the mirror image scores 1. It is a stateless per-bar reading. A zero-range bar carries no information and yields 0.

Parameters

BalanceOfPower takes no parametersBalanceOfPower::new() in Rust, wickra.BalanceOfPower() in Python, new ta.BalanceOfPower() in Node.

Inputs / Outputs

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

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

BalanceOfPower is a candle-input indicator that reads all four of open, high, low, close. Python's streaming update accepts a 6-tuple or a dict; the batch helper takes open, high, low, close numpy arrays. Node and WASM expose update(open, high, low, close) and the matching batch.

Warmup

BalanceOfPower::new().warmup_period() == 1. It is a stateless per-bar transform — it emits a value from the very first candle.

Edge cases

  • Zero-range bar. high == low yields 0 instead of dividing by zero.
  • Close on high, open on low. Scores exactly +1.
  • Reset. bop.reset() only clears the is_ready flag.

Examples

Rust

use wickra::{Candle, Indicator, BalanceOfPower};

fn main() -> Result<(), Box<dyn std::error::Error>> {
    let mut bop = BalanceOfPower::new();
    // open 10, high 14, low 10, close 12 -> (12 - 10) / (14 - 10) = 0.5.
    let v = bop.update(Candle::new(10.0, 14.0, 10.0, 12.0, 1.0, 0)?);
    println!("{:?}", v);
    Ok(())
}

Output:

Some(0.5)

Python

import numpy as np
import wickra as ta

bop = ta.BalanceOfPower()
print(bop.batch(
    np.array([10.0]), np.array([14.0]), np.array([10.0]), np.array([12.0])
))

Output:

[0.5]

Node

const ta = require('wickra');
const bop = new ta.BalanceOfPower();
console.log(bop.batch([10], [14], [10], [12]));

Output:

[ 0.5 ]

Interpretation

A BOP holding above zero says buyers are consistently winning the bars — a healthy uptrend; below zero is the seller's mirror. Because the raw per-bar value is noisy, it is commonly smoothed with a short moving average before trading the zero-line crossings, or read for divergence against price.

Common pitfalls

  • Using the raw value as a trend signal. Per-bar BOP whipsaws; smooth it.
  • Feeding it scalar prices. It needs the full OHLC bar — including open.

References

Balance of Power, popularised by Igor Livshin; the (close open) / (high low) definition is the standard one.

See also