wickra_core/indicators/

td_lines.rs

#![allow(clippy::doc_markdown)]

//! Tom DeMark TD Lines (TDST — TD Setup Trend Support / Resistance levels).
//!
//! Once a TD Setup completes in either direction, DeMark defines two
//! horizontal trend levels derived from the nine bars of that setup:
//!
//! - **TDST resistance** is the highest high among the nine bars of the
//!   most-recently-completed **buy** setup. A break above resistance
//!   invalidates the setup's bullish reversal thesis.
//! - **TDST support** is the lowest low among the nine bars of the
//!   most-recently-completed **sell** setup. A break below support
//!   invalidates the setup's bearish reversal thesis.
//!
//! Until a setup completes in a given direction, the corresponding level
//! is `f64::NAN` (no level defined). Once a level is set it stays at its
//! value until the next completed setup in that direction updates it.
//!
//! This implementation tracks both the buy and sell setup state machines
//! in parallel (sharing the same `lookback` / `target` parameters as
//! [`crate::TdSetup`]) and records the bar extremes during the active
//! streak so the level can be emitted the moment the setup completes.

use std::collections::VecDeque;

use crate::error::{Error, Result};
use crate::ohlcv::Candle;
use crate::traits::Indicator;

/// Output of [`TdLines`]: the latest TDST resistance / support pair.
///
/// `resistance` is set after a completed buy setup (the highest high of
/// the nine setup bars); `support` is set after a completed sell setup
/// (the lowest low of the nine setup bars). Either field is `f64::NAN`
/// until the first setup in that direction completes.
#[derive(Debug, Clone, Copy, PartialEq)]
pub struct TdLinesOutput {
    /// Latest TDST resistance, or `NAN` if no buy setup has completed yet.
    pub resistance: f64,
    /// Latest TDST support, or `NAN` if no sell setup has completed yet.
    pub support: f64,
}

/// TD Lines (TDST) — setup-derived horizontal support / resistance.
#[derive(Debug, Clone)]
pub struct TdLines {
    lookback: usize,
    target: usize,
    closes: VecDeque<f64>,
    buy_count: usize,
    sell_count: usize,
    /// Highest high observed during the *current* buy-setup run (running
    /// extreme, resets when the buy run resets).
    buy_run_max_high: f64,
    /// Lowest low observed during the *current* sell-setup run.
    sell_run_min_low: f64,
    resistance: f64,
    support: f64,
    ready: bool,
}

impl TdLines {
    /// Construct a TD Lines with explicit lookback and target. The
    /// canonical DeMark configuration is `lookback = 4`, `target = 9`.
    ///
    /// # Errors
    ///
    /// Returns [`Error::PeriodZero`] if either argument is zero.
    pub fn new(lookback: usize, target: usize) -> Result<Self> {
        if lookback == 0 || target == 0 {
            return Err(Error::PeriodZero);
        }
        Ok(Self {
            lookback,
            target,
            closes: VecDeque::with_capacity(lookback + 1),
            buy_count: 0,
            sell_count: 0,
            buy_run_max_high: f64::NEG_INFINITY,
            sell_run_min_low: f64::INFINITY,
            resistance: f64::NAN,
            support: f64::NAN,
            ready: false,
        })
    }

    /// DeMark's classic configuration: `lookback = 4`, `target = 9`.
    pub fn classic() -> Self {
        Self::new(4, 9).expect("classic TD Lines parameters are valid")
    }

    /// Configured `(lookback, target)`.
    pub const fn params(&self) -> (usize, usize) {
        (self.lookback, self.target)
    }
}

impl Indicator for TdLines {
    type Input = Candle;
    type Output = TdLinesOutput;

    fn update(&mut self, candle: Candle) -> Option<TdLinesOutput> {
        if self.closes.len() > self.lookback {
            self.closes.pop_front();
        }
        if self.closes.len() < self.lookback {
            self.closes.push_back(candle.close);
            return None;
        }
        let reference = *self.closes.front().expect("non-empty after the guard");
        self.closes.push_back(candle.close);

        if candle.close < reference {
            // Continue / start a buy-setup run; if the sell run breaks
            // here, reset its running extreme.
            if self.buy_count == 0 {
                self.buy_run_max_high = candle.high;
            } else {
                self.buy_run_max_high = self.buy_run_max_high.max(candle.high);
            }
            self.buy_count = (self.buy_count + 1).min(self.target);
            self.sell_count = 0;
            self.sell_run_min_low = f64::INFINITY;
            if self.buy_count == self.target {
                self.resistance = self.buy_run_max_high;
            }
        } else if candle.close > reference {
            if self.sell_count == 0 {
                self.sell_run_min_low = candle.low;
            } else {
                self.sell_run_min_low = self.sell_run_min_low.min(candle.low);
            }
            self.sell_count = (self.sell_count + 1).min(self.target);
            self.buy_count = 0;
            self.buy_run_max_high = f64::NEG_INFINITY;
            if self.sell_count == self.target {
                self.support = self.sell_run_min_low;
            }
        } else {
            // Equality breaks both runs.
            self.buy_count = 0;
            self.sell_count = 0;
            self.buy_run_max_high = f64::NEG_INFINITY;
            self.sell_run_min_low = f64::INFINITY;
        }

        self.ready = true;
        Some(TdLinesOutput {
            resistance: self.resistance,
            support: self.support,
        })
    }

    fn reset(&mut self) {
        self.closes.clear();
        self.buy_count = 0;
        self.sell_count = 0;
        self.buy_run_max_high = f64::NEG_INFINITY;
        self.sell_run_min_low = f64::INFINITY;
        self.resistance = f64::NAN;
        self.support = f64::NAN;
        self.ready = false;
    }

    fn warmup_period(&self) -> usize {
        self.lookback + 1
    }

    fn is_ready(&self) -> bool {
        self.ready
    }

    fn name(&self) -> &'static str {
        "TDLines"
    }
}

#[cfg(test)]
mod tests {
    use super::*;
    use crate::traits::BatchExt;
    use approx::assert_relative_eq;

    fn c(high: f64, low: f64, close: f64, ts: i64) -> Candle {
        Candle::new_unchecked(close, high, low, close, 0.0, ts)
    }

    #[test]
    fn uptrend_completes_sell_setup_and_sets_support() {
        // Strictly rising series -> sell setup completes at bar index 12
        // (warmup 5 + 8 advances). The lowest low across bars 4..=12 is
        // the low at idx 4 since the series is strictly rising.
        let candles: Vec<Candle> = (1..=20)
            .map(|i| {
                c(
                    f64::from(i) + 0.5,
                    f64::from(i) - 0.5,
                    f64::from(i),
                    i64::from(i),
                )
            })
            .collect();
        let mut lines = TdLines::classic();
        let out = lines.batch(&candles);
        // Before completion, support is NaN; resistance is NaN throughout
        // (no buy setup ever completes).
        let early = out[5].expect("ready");
        assert!(early.support.is_nan());
        assert!(early.resistance.is_nan());
        // After completion at idx 12, support is the low of bar idx 4 = 4.5.
        let after = out[12].expect("ready");
        assert!(after.resistance.is_nan());
        assert_relative_eq!(after.support, 4.5, epsilon = 1e-12);
        // Subsequent bars (still increasing, sell setup saturating) keep
        // the running extreme at the original low.
        let final_out = out[19].expect("ready");
        assert_relative_eq!(final_out.support, 4.5, epsilon = 1e-12);
    }

    #[test]
    fn downtrend_completes_buy_setup_and_sets_resistance() {
        let candles: Vec<Candle> = (1..=20)
            .rev()
            .enumerate()
            .map(|(i, v)| {
                c(
                    f64::from(v) + 0.5,
                    f64::from(v) - 0.5,
                    f64::from(v),
                    i64::try_from(i).unwrap(),
                )
            })
            .collect();
        let mut lines = TdLines::classic();
        let out = lines.batch(&candles);
        // Buy setup completes at idx 12. The highest high during the
        // buy run is the high of bar idx 4 (since the series is strictly
        // decreasing): low/high of bar 4 are computed below.
        let after = out[12].expect("ready");
        assert!(after.support.is_nan());
        // The high at idx 4 in the reversed series is value 16 + 0.5.
        assert_relative_eq!(after.resistance, 16.5, epsilon = 1e-12);
    }

    #[test]
    fn flat_series_never_sets_levels() {
        // All closes equal -> neither setup advances -> both levels stay NaN.
        let candles: Vec<Candle> = (0..30).map(|i| c(10.5, 9.5, 10.0, i64::from(i))).collect();
        let mut lines = TdLines::classic();
        for v in lines.batch(&candles).into_iter().flatten() {
            assert!(v.support.is_nan());
            assert!(v.resistance.is_nan());
        }
    }

    #[test]
    fn batch_equals_streaming() {
        let candles: Vec<Candle> = (0..80)
            .map(|i| {
                let m = 100.0 + (f64::from(i) * 0.3).sin() * 5.0;
                c(m + 1.0, m - 1.0, m, i64::from(i))
            })
            .collect();
        let mut a = TdLines::classic();
        let mut b = TdLines::classic();
        let av = a.batch(&candles);
        let bv: Vec<_> = candles.iter().map(|x| b.update(*x)).collect();
        assert_eq!(av.len(), bv.len());
        for (i, (x, y)) in av.iter().zip(bv.iter()).enumerate() {
            assert_eq!(x.is_some(), y.is_some(), "row {i} option mismatch");
            if let (Some(a), Some(b)) = (x, y) {
                assert_eq!(
                    a.support.is_nan(),
                    b.support.is_nan(),
                    "row {i} support nan flag"
                );
                assert_eq!(
                    a.resistance.is_nan(),
                    b.resistance.is_nan(),
                    "row {i} resistance nan flag"
                );
                if !a.support.is_nan() {
                    assert_relative_eq!(a.support, b.support, epsilon = 1e-12);
                }
                if !a.resistance.is_nan() {
                    assert_relative_eq!(a.resistance, b.resistance, epsilon = 1e-12);
                }
            }
        }
    }

    #[test]
    fn rejects_invalid_params() {
        assert!(matches!(TdLines::new(0, 9), Err(Error::PeriodZero)));
        assert!(matches!(TdLines::new(4, 0), Err(Error::PeriodZero)));
    }

    #[test]
    fn reset_clears_state() {
        let candles: Vec<Candle> = (1..=20)
            .map(|i| {
                c(
                    f64::from(i) + 0.5,
                    f64::from(i) - 0.5,
                    f64::from(i),
                    i64::from(i),
                )
            })
            .collect();
        let mut lines = TdLines::classic();
        lines.batch(&candles);
        assert!(lines.is_ready());
        lines.reset();
        assert!(!lines.is_ready());
        assert_eq!(lines.update(candles[0]), None);
    }

    #[test]
    fn accessors_and_metadata() {
        let lines = TdLines::classic();
        assert_eq!(lines.params(), (4, 9));
        assert_eq!(lines.warmup_period(), 5);
        assert_eq!(lines.name(), "TDLines");
    }
}