feat: trade-flow microstructure indicators (part 2 of 4) (#113)

* feat(core): add 3 trade-flow microstructure indicators

SignedVolume (per-trade size signed by aggressor), CumulativeVolumeDelta
(running signed-volume total), and TradeImbalance (rolling buy/sell volume
imbalance over a trade window). All consume the Trade type, with full unit
coverage. Extends the Microstructure family.

* feat(bindings): expose trade-flow microstructure indicators

Python, Node and WASM bindings for SignedVolume, CumulativeVolumeDelta and
TradeImbalance. Each takes a trade via update(price, size, is_buy); Python and
Node expose a batch over three parallel arrays, WASM exposes per-trade update.
Regenerates node index.d.ts/.js.

* test(bindings,fuzz,bench): cover trade-flow microstructure indicators

Python and Node: reference values, streaming-vs-batch, lifecycle/repr and input
validation (zero window, negative size, non-positive price, mismatched batch
lengths). New indicator_update_trade fuzz target. Synthetic trade-tape benches
(signed_volume cheapest, trade_imbalance windowed/expensive).

* docs: add trade-flow indicators + bump counter to 227

README Microstructure family row gains signed volume / CVD / trade imbalance and
the counter goes 224 -> 227; CHANGELOG records the trade-flow indicators.
This commit is contained in:
kingchenc
2026-06-01 16:38:48 +02:00
committed by GitHub
parent 2be21df803
commit 5867f71450
23 changed files with 1141 additions and 33 deletions
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//! Cumulative Volume Delta — running sum of signed trade volume.
use crate::microstructure::Trade;
use crate::traits::Indicator;
/// Cumulative Volume Delta (CVD) — the running sum of [signed volume].
///
/// ```text
/// CVDₜ = CVDₜ₋₁ + sizeₜ · (+1 if buy, 1 if sell)
/// ```
///
/// CVD is an unbounded running total: a rising line signals net buying pressure
/// over the session, a falling line net selling. Divergence between CVD and
/// price is a classic absorption / exhaustion signal. Call [`reset`] at the
/// start of each session to re-anchor the cumulative total at zero.
///
/// `Input = Trade`, `Output = f64`. Ready after the first trade.
///
/// [signed volume]: crate::SignedVolume
/// [`reset`]: crate::Indicator::reset
///
/// # Example
///
/// ```
/// use wickra_core::{CumulativeVolumeDelta, Indicator, Side, Trade};
///
/// let mut cvd = CumulativeVolumeDelta::new();
/// assert_eq!(cvd.update(Trade::new(100.0, 5.0, Side::Buy, 0).unwrap()), Some(5.0));
/// assert_eq!(cvd.update(Trade::new(100.0, 2.0, Side::Sell, 1).unwrap()), Some(3.0));
/// ```
#[derive(Debug, Clone, Default)]
pub struct CumulativeVolumeDelta {
cumulative: f64,
has_emitted: bool,
}
impl CumulativeVolumeDelta {
/// Construct a new CVD indicator with a zero running total.
pub const fn new() -> Self {
Self {
cumulative: 0.0,
has_emitted: false,
}
}
}
impl Indicator for CumulativeVolumeDelta {
type Input = Trade;
type Output = f64;
fn update(&mut self, trade: Trade) -> Option<f64> {
self.has_emitted = true;
self.cumulative += trade.size * trade.side.sign();
Some(self.cumulative)
}
fn reset(&mut self) {
self.cumulative = 0.0;
self.has_emitted = false;
}
fn warmup_period(&self) -> usize {
1
}
fn is_ready(&self) -> bool {
self.has_emitted
}
fn name(&self) -> &'static str {
"CumulativeVolumeDelta"
}
}
#[cfg(test)]
mod tests {
use super::*;
use crate::microstructure::Side;
use crate::traits::BatchExt;
fn trade(size: f64, side: Side, ts: i64) -> Trade {
Trade::new(100.0, size, side, ts).unwrap()
}
#[test]
fn accessors_and_metadata() {
let cvd = CumulativeVolumeDelta::new();
assert_eq!(cvd.name(), "CumulativeVolumeDelta");
assert_eq!(cvd.warmup_period(), 1);
assert!(!cvd.is_ready());
}
#[test]
fn accumulates_signed_volume() {
let mut cvd = CumulativeVolumeDelta::new();
assert_eq!(cvd.update(trade(5.0, Side::Buy, 0)), Some(5.0));
assert_eq!(cvd.update(trade(2.0, Side::Sell, 1)), Some(3.0));
assert_eq!(cvd.update(trade(4.0, Side::Sell, 2)), Some(-1.0));
assert!(cvd.is_ready());
}
#[test]
fn batch_equals_streaming() {
let trades: Vec<Trade> = (0..20)
.map(|i| {
let side = if i % 3 == 0 { Side::Sell } else { Side::Buy };
trade(1.0 + (i % 4) as f64, side, i)
})
.collect();
let mut a = CumulativeVolumeDelta::new();
let mut b = CumulativeVolumeDelta::new();
assert_eq!(
a.batch(&trades),
trades.iter().map(|x| b.update(*x)).collect::<Vec<_>>()
);
}
#[test]
fn reset_re_anchors_at_zero() {
let mut cvd = CumulativeVolumeDelta::new();
cvd.update(trade(5.0, Side::Buy, 0));
cvd.reset();
assert!(!cvd.is_ready());
// After reset the running total starts again from zero.
assert_eq!(cvd.update(trade(2.0, Side::Buy, 1)), Some(2.0));
}
}