2026-05-22 19:25:32 +02:00
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//! Chaikin Money Flow (CMF).
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use std::collections::VecDeque;
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use crate::error::{Error, Result};
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use crate::ohlcv::Candle;
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use crate::traits::Indicator;
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/// Chaikin Money Flow — Marc Chaikin's `period`-window money-flow oscillator.
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///
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/// Each bar produces a *money-flow volume*: the bar's volume weighted by where
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/// the close fell within its range (the same money-flow multiplier the
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/// [`Adl`](crate::Adl) uses). CMF is the ratio of summed money-flow volume to
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/// summed volume over the lookback window:
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///
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/// ```text
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/// MFM_t = ((close − low) − (high − close)) / (high − low) (−1..+1)
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/// MFV_t = MFM_t · volume_t
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/// CMF_t = Σ(MFV, period) / Σ(volume, period)
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/// ```
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///
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/// The result lives in `[−1, +1]`: sustained closes near the high push CMF
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/// toward `+1` (accumulation), near the low toward `−1` (distribution). A bar
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/// with `high == low` carries no positional information and contributes a
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/// money-flow volume of `0`; a window whose total volume is zero yields `0.0`
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/// by convention.
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///
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/// # Example
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///
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/// ```
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/// use wickra_core::{Candle, Indicator, ChaikinMoneyFlow};
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///
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/// let mut indicator = ChaikinMoneyFlow::new(20).unwrap();
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/// let mut last = None;
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/// for i in 0..80 {
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/// let base = 100.0 + f64::from(i);
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/// let candle =
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/// Candle::new(base, base + 2.0, base - 2.0, base + 1.0, 10.0, i64::from(i)).unwrap();
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/// last = indicator.update(candle);
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/// }
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/// assert!(last.is_some());
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/// ```
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#[derive(Debug, Clone)]
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pub struct ChaikinMoneyFlow {
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period: usize,
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mfv_window: VecDeque<f64>,
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vol_window: VecDeque<f64>,
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mfv_sum: f64,
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vol_sum: f64,
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}
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impl ChaikinMoneyFlow {
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/// Construct a new Chaikin Money Flow over `period` bars.
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///
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/// # Errors
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/// Returns [`Error::PeriodZero`] if `period == 0`.
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pub fn new(period: usize) -> Result<Self> {
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if period == 0 {
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return Err(Error::PeriodZero);
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}
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Ok(Self {
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period,
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mfv_window: VecDeque::with_capacity(period),
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vol_window: VecDeque::with_capacity(period),
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mfv_sum: 0.0,
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vol_sum: 0.0,
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})
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}
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/// Configured period.
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pub const fn period(&self) -> usize {
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self.period
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}
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}
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impl Indicator for ChaikinMoneyFlow {
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type Input = Candle;
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type Output = f64;
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fn update(&mut self, candle: Candle) -> Option<f64> {
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let range = candle.high - candle.low;
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let mfv = if range == 0.0 {
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// A zero-range bar carries no positional information.
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0.0
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} else {
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let mfm = ((candle.close - candle.low) - (candle.high - candle.close)) / range;
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mfm * candle.volume
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};
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if self.mfv_window.len() == self.period {
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self.mfv_sum -= self.mfv_window.pop_front().expect("non-empty");
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self.vol_sum -= self.vol_window.pop_front().expect("non-empty");
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}
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self.mfv_window.push_back(mfv);
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self.vol_window.push_back(candle.volume);
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self.mfv_sum += mfv;
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self.vol_sum += candle.volume;
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if self.mfv_window.len() < self.period {
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return None;
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}
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if self.vol_sum == 0.0 {
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// No volume traded across the whole window — no flow to report.
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return Some(0.0);
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}
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Some(self.mfv_sum / self.vol_sum)
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}
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fn reset(&mut self) {
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self.mfv_window.clear();
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self.vol_window.clear();
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self.mfv_sum = 0.0;
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self.vol_sum = 0.0;
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}
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fn warmup_period(&self) -> usize {
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self.period
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}
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fn is_ready(&self) -> bool {
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self.mfv_window.len() == self.period
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}
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fn name(&self) -> &'static str {
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"CMF"
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}
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}
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#[cfg(test)]
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mod tests {
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use super::*;
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use crate::traits::BatchExt;
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use approx::assert_relative_eq;
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fn candle(open: f64, high: f64, low: f64, close: f64, volume: f64, ts: i64) -> Candle {
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Candle::new(open, high, low, close, volume, ts).unwrap()
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}
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#[test]
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fn reference_values() {
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// CMF(2): bar 1 closes at the high -> MFM = +1, MFV = +100.
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// bar 2 closes mid-range -> MFM = 0, MFV = 0.
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// CMF = (100 + 0) / (100 + 100) = 0.5.
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let mut cmf = ChaikinMoneyFlow::new(2).unwrap();
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let out = cmf.batch(&[
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candle(8.0, 10.0, 8.0, 10.0, 100.0, 0),
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candle(10.0, 12.0, 8.0, 10.0, 100.0, 1),
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]);
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assert!(out[0].is_none());
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assert_relative_eq!(out[1].unwrap(), 0.5, epsilon = 1e-12);
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}
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#[test]
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fn stays_within_unit_range() {
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let candles: Vec<Candle> = (0..120)
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.map(|i| {
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let mid = 100.0 + (i as f64 * 0.25).sin() * 10.0;
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candle(
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mid,
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mid + 3.0,
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mid - 3.0,
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mid + (i as f64 * 0.5).cos() * 2.0,
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10.0 + (i % 7) as f64,
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i,
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)
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})
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.collect();
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let mut cmf = ChaikinMoneyFlow::new(20).unwrap();
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for v in cmf.batch(&candles).into_iter().flatten() {
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assert!((-1.0..=1.0).contains(&v), "CMF {v} outside [-1, 1]");
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}
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}
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#[test]
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fn closes_at_high_yield_cmf_one() {
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// Every bar closes on its high -> MFM = +1 -> CMF saturates at +1.
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let candles: Vec<Candle> = (0..30)
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.map(|i| candle(9.0, 10.0, 8.0, 10.0, 50.0, i))
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.collect();
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let mut cmf = ChaikinMoneyFlow::new(14).unwrap();
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for v in cmf.batch(&candles).into_iter().flatten() {
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assert_relative_eq!(v, 1.0, epsilon = 1e-12);
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}
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}
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#[test]
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fn zero_volume_window_yields_zero() {
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// A window with no traded volume divides 0/0 — defined as 0.0.
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let candles: Vec<Candle> = (0..20)
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.map(|i| candle(9.0, 10.0, 8.0, 10.0, 0.0, i))
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.collect();
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let mut cmf = ChaikinMoneyFlow::new(10).unwrap();
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for v in cmf.batch(&candles).into_iter().flatten() {
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assert_relative_eq!(v, 0.0, epsilon = 1e-12);
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}
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}
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#[test]
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fn first_value_on_period_th_candle() {
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let candles: Vec<Candle> = (0..10)
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.map(|i| candle(9.0, 10.0, 8.0, 9.5, 50.0, i))
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.collect();
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let mut cmf = ChaikinMoneyFlow::new(5).unwrap();
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let out = cmf.batch(&candles);
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for (i, v) in out.iter().enumerate().take(4) {
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assert!(v.is_none(), "index {i} must be None during warmup");
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}
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assert!(out[4].is_some(), "first CMF lands at index period - 1");
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assert_eq!(cmf.warmup_period(), 5);
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}
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#[test]
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fn rejects_zero_period() {
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assert!(matches!(ChaikinMoneyFlow::new(0), Err(Error::PeriodZero)));
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}
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2026-05-24 00:47:50 +02:00
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/// Cover the const accessor `period` (71-73) and the Indicator-impl
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/// `name` body (124-126). `warmup_period` is covered elsewhere.
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#[test]
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fn accessors_and_metadata() {
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let cmf = ChaikinMoneyFlow::new(20).unwrap();
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assert_eq!(cmf.period(), 20);
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assert_eq!(cmf.name(), "CMF");
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}
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/// Cover the `range == 0.0` defensive branch (line 84). All other
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/// tests use H != L candles; feed all-flat candles (H == L) so the
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/// MFV computation must take the zero-range fallback and emit MFV = 0.
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#[test]
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fn zero_range_candle_contributes_zero_mfv() {
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let mut cmf = ChaikinMoneyFlow::new(3).unwrap();
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let candles: Vec<Candle> = (0..5)
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.map(|i| Candle::new(10.0, 10.0, 10.0, 10.0, 5.0, i).unwrap())
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.collect();
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let last = cmf
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.batch(&candles)
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.into_iter()
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.flatten()
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.last()
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.expect("emits");
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// Every bar contributed 0 to mfv_sum, so the ratio is 0.
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assert_eq!(last, 0.0);
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}
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2026-05-22 19:25:32 +02:00
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#[test]
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fn reset_clears_state() {
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let candles: Vec<Candle> = (0..20)
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.map(|i| candle(9.0, 11.0, 8.0, 10.0, 50.0, i))
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.collect();
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let mut cmf = ChaikinMoneyFlow::new(10).unwrap();
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cmf.batch(&candles);
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assert!(cmf.is_ready());
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cmf.reset();
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assert!(!cmf.is_ready());
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assert_eq!(cmf.update(candles[0]), None);
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}
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#[test]
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fn batch_equals_streaming() {
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let candles: Vec<Candle> = (0..80)
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.map(|i| {
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let mid = 100.0 + (i as f64 * 0.3).sin() * 8.0;
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candle(
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mid,
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mid + 2.0,
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mid - 2.0,
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mid + 0.5,
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10.0 + (i % 5) as f64,
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i,
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)
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})
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.collect();
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let mut a = ChaikinMoneyFlow::new(20).unwrap();
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let mut b = ChaikinMoneyFlow::new(20).unwrap();
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assert_eq!(
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a.batch(&candles),
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candles.iter().map(|x| b.update(*x)).collect::<Vec<_>>()
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);
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}
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|
|
}
|