adaq-talib 0.2.1

Pure-Rust, zero-FFI, no-dependency reimplementation of TA-Lib 0.7.1 technical-analysis indicators.
Documentation
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//! # 形态识别 · 第 8 批 / Pattern Recognition · Batch 8
//!
//! 本批实现 8 个蜡烛形态,全部与 TA-Lib 0.7.1 黄金向量逐项 1:1:
//! `cdl_sticksandwich`、`cdl_takuri`、`cdl_tasukigap`、`cdl_thrusting`、
//! `cdl_tristar`、`cdl_unique3river`、`cdl_upsidegap2crows`、`cdl_xsidegap3methods`。
//!
//! This batch implements 8 candlestick patterns, all bit-identical to TA-Lib 0.7.1 golden
//! vectors: `cdl_sticksandwich`, `cdl_takuri`, `cdl_tasukigap`, `cdl_thrusting`,
//! `cdl_tristar`, `cdl_unique3river`, `cdl_upsidegap2crows`, `cdl_xsidegap3methods`.

use super::*;
use crate::error::TaError;
use crate::indicator::indicator;

// ===========================================================================
// cdl_sticksandwich — Stick Sandwich(棍子三明治)
// ===========================================================================

indicator! {
    /// Stick Sandwich(棍子三明治):第 1 根阴线、第 2 根阳线(低点高于前收)、第 3 根阴线收盘≈第 1 根收盘。
    ///
    /// 恒为看涨 `100`。`EQUAL` 引用 `i−2`,`lookback = EQUAL + 2 = 7`,`off = 2`。
    ///
    /// Stick Sandwich: 1st black, 2nd white (low above prior close), 3rd black closing equal to the
    /// 1st close. Always bullish `100`. `EQUAL` references `i−2`, `lookback = 7`, `off = 2`.
    fn cdl_sticksandwich(open: &[f64], high: &[f64], low: &[f64], close: &[f64]) -> Vec<f64> with cdl_sticksandwich_with_output init zero;
}

/// `cdl_sticksandwich` 的零拷贝变体:将结果写入 `out`(长度须等于输入长度)。见 [`cdl_sticksandwich`]。
/// Zero-copy variant of [`cdl_sticksandwich`]: writes results into `out` (length must equal input length).
pub fn cdl_sticksandwich_with_output(
    open: &[f64],
    high: &[f64],
    low: &[f64],
    close: &[f64],
    out: &mut [f64],
) -> Result<(), TaError> {
    if out.len() != open.len() {
        return Err(TaError::BadParam(
            "cdl_sticksandwich_with_output: out length must equal input length".into(),
        ));
    }

    check_ohlc(open, high, low, close, "cdl_sticksandwich")?;
    let n = open.len();
    let lookback = EQUAL.avg_period + 2; // 7
    if n <= lookback {
        return Ok(());
    }
    let mut sum_avg_eq = {
        let mut s = lookback - 2 - 5;
        let mut acc = 0.0_f64;
        while s < (lookback - 2) {
            acc += high_low_range(high[s], low[s]);
            s += 1;
        }
        acc
    };
    let mut trail_avg_eq = lookback - 2 - 5;
    let mut i = lookback;
    while i < n {
        let cur_avg_eq = high_low_range(high[i - 2], low[i - 2]);
        let val_avg_eq = sum_avg_eq / 5 as f64 * 0.05;
        out[i] = if candle_color(open[i - 2], close[i - 2]) == -1.0 // 1st black
            && candle_color(open[i - 1], close[i - 1]) == 1.0 // 2nd white
            && candle_color(open[i], close[i]) == -1.0 // 3rd black
            && low[i - 1] > close[i - 2] // 2nd low > prior close
            && close[i] <= close[i - 2] + val_avg_eq // 1st & 3rd same close
            && close[i] >= close[i - 2] - val_avg_eq
        {
            100.0
        } else {
            0.0
        };
        sum_avg_eq += cur_avg_eq - high_low_range(high[trail_avg_eq], low[trail_avg_eq]);
        trail_avg_eq += 1;
        i += 1;
    }

    Ok(())
}

// ===========================================================================
// cdl_takuri — Takuri (Dragonfly Doji with very long lower shadow)
// ===========================================================================

indicator! {
    /// Takuri(蜻蜓十字星):极小的实体 + 开盘/收盘都在当日最高(上影线极短)+ 极长下影线。
    ///
    /// 恒为 `100`(相对趋势判断,本身不判多空)。三个设置均引用当前 K 线 `i`,`off = 0`;
    /// `lookback = max(BodyDoji, ShadowVeryShort, ShadowVeryLong) = 10`。
    ///
    /// Takuri: doji body, open & close at the high (very short upper shadow), very long lower shadow.
    /// Always `100`. All three settings reference `i`, `off = 0`; `lookback = 10`.
    fn cdl_takuri(open: &[f64], high: &[f64], low: &[f64], close: &[f64]) -> Vec<f64> with cdl_takuri_with_output init zero;
}

/// `cdl_takuri` 的零拷贝变体:将结果写入 `out`(长度须等于输入长度)。见 [`cdl_takuri`]。
/// Zero-copy variant of [`cdl_takuri`]: writes results into `out` (length must equal input length).
pub fn cdl_takuri_with_output(
    open: &[f64],
    high: &[f64],
    low: &[f64],
    close: &[f64],
    out: &mut [f64],
) -> Result<(), TaError> {
    if out.len() != open.len() {
        return Err(TaError::BadParam(
            "cdl_takuri_with_output: out length must equal input length".into(),
        ));
    }

    check_ohlc(open, high, low, close, "cdl_takuri")?;
    let n = open.len();
    let lookback = BODY_DOJI
        .avg_period
        .max(SHADOW_VERY_SHORT.avg_period)
        .max(SHADOW_VERY_LONG.avg_period); // 10
    if n <= lookback {
        return Ok(());
    }
    let mut sum_avg_body = {
        let mut s = lookback - 0 - 10;
        let mut acc = 0.0_f64;
        while s < (lookback - 0) {
            acc += high_low_range(high[s], low[s]);
            s += 1;
        }
        acc
    };
    let mut trail_avg_body = lookback - 0 - 10;
    let mut sum_avg_us = {
        let mut s = lookback - 0 - 10;
        let mut acc = 0.0_f64;
        while s < (lookback - 0) {
            acc += high_low_range(high[s], low[s]);
            s += 1;
        }
        acc
    };
    let mut trail_avg_us = lookback - 0 - 10;
    let mut sum_avg_ls = {
        let mut s = lookback - 0 - 0;
        let mut acc = 0.0_f64;
        while s < (lookback - 0) {
            acc += real_body(open[s], close[s]);
            s += 1;
        }
        acc
    };
    let mut trail_avg_ls = lookback - 0 - 0;
    let mut i = lookback;
    while i < n {
        let cur_avg_body = high_low_range(high[i], low[i]);
        let val_avg_body = sum_avg_body / 10 as f64 * 0.1;
        let cur_avg_us = high_low_range(high[i], low[i]);
        let val_avg_us = sum_avg_us / 10 as f64 * 0.1;
        let cur_avg_ls = real_body(open[i], close[i]);
        let val_avg_ls = cur_avg_ls * 2.0;
        out[i] = if cur_avg_ls <= val_avg_body
            && upper_shadow(open[i], high[i], close[i]) < val_avg_us
            && lower_shadow(open[i], low[i], close[i]) > val_avg_ls
        {
            100.0
        } else {
            0.0
        };
        sum_avg_body += cur_avg_body - high_low_range(high[trail_avg_body], low[trail_avg_body]);
        trail_avg_body += 1;
        sum_avg_us += cur_avg_us - high_low_range(high[trail_avg_us], low[trail_avg_us]);
        trail_avg_us += 1;
        sum_avg_ls += cur_avg_ls - real_body(open[trail_avg_ls], close[trail_avg_ls]);
        trail_avg_ls += 1;
        i += 1;
    }

    Ok(())
}

// ===========================================================================
// cdl_tasukigap — Tasuki Gap(跳空并列阴阳线)
// ===========================================================================

indicator! {
    /// Tasuki Gap(跳空并列阴阳线):向上/向下跳空后的并列两实体,第 2 根反向且实体大小相近。
    ///
    /// 看涨方向输出 `+100`,看跌方向输出 `−100`。`NEAR` 引用 `i−1`,`lookback = NEAR + 2 = 7`,`off = 1`。
    ///
    /// Tasuki Gap: a gapped pair followed by a counter-coloured candle whose real body stays inside
    /// the gap and is near the same size as the prior body. Bullish → `+100`, bearish → `−100`.
    /// `NEAR` references `i−1`, `lookback = 7`, `off = 1`.
    fn cdl_tasukigap(open: &[f64], high: &[f64], low: &[f64], close: &[f64]) -> Vec<f64> with cdl_tasukigap_with_output init zero;
}

/// `cdl_tasukigap` 的零拷贝变体:将结果写入 `out`(长度须等于输入长度)。见 [`cdl_tasukigap`]。
/// Zero-copy variant of [`cdl_tasukigap`]: writes results into `out` (length must equal input length).
pub fn cdl_tasukigap_with_output(
    open: &[f64],
    high: &[f64],
    low: &[f64],
    close: &[f64],
    out: &mut [f64],
) -> Result<(), TaError> {
    if out.len() != open.len() {
        return Err(TaError::BadParam(
            "cdl_tasukigap_with_output: out length must equal input length".into(),
        ));
    }

    check_ohlc(open, high, low, close, "cdl_tasukigap")?;
    let n = open.len();
    let lookback = NEAR.avg_period + 2; // 7
    if n <= lookback {
        return Ok(());
    }
    let mut sum_avg_near = {
        let mut s = lookback - 1 - 5;
        let mut acc = 0.0_f64;
        while s < (lookback - 1) {
            acc += high_low_range(high[s], low[s]);
            s += 1;
        }
        acc
    };
    let mut trail_avg_near = lookback - 1 - 5;
    let mut i = lookback;
    while i < n {
        let cur_avg_near = high_low_range(high[i - 1], low[i - 1]);
        let val_avg_near = sum_avg_near / 5 as f64 * 0.2;
        out[i] = if (real_body_gap_up(open[i - 1], close[i - 1], open[i - 2], close[i - 2]) // upside gap
            && candle_color(open[i - 1], close[i - 1]) == 1.0 // 1st white
            && candle_color(open[i], close[i]) == -1.0 // 2nd black
            && open[i] < close[i - 1] && open[i] > open[i - 1] // opens within white body
            && close[i] < open[i - 1] // closes under white body
            && close[i] > f64::max(close[i - 2], open[i - 2]) // inside the gap
            && (real_body(open[i - 1], close[i - 1]) - real_body(open[i], close[i])).abs()
                < val_avg_near)
            || (real_body_gap_down(open[i - 1], close[i - 1], open[i - 2], close[i - 2]) // downside gap
            && candle_color(open[i - 1], close[i - 1]) == -1.0 // 1st black
            && candle_color(open[i], close[i]) == 1.0 // 2nd white
            && open[i] < open[i - 1] && open[i] > close[i - 1] // opens within black body
            && close[i] > open[i - 1] // closes above black body
            && close[i] < f64::min(close[i - 2], open[i - 2]) // inside the gap
            && (real_body(open[i - 1], close[i - 1]) - real_body(open[i], close[i])).abs()
                < val_avg_near)
        {
            candle_color(open[i - 1], close[i - 1]) * 100.0
        } else {
            0.0
        };
        sum_avg_near += cur_avg_near - high_low_range(high[trail_avg_near], low[trail_avg_near]);
        trail_avg_near += 1;
        i += 1;
    }

    Ok(())
}

// ===========================================================================
// cdl_thrusting — Thrusting Pattern(插入线 / 推力形态)
// ===========================================================================

indicator! {
    /// Thrusting Pattern(推力形态):长阴线后,阳线跳空低开、收盘深入前阴实体但未过中点。
    ///
    /// 恒为看跌 `−100`(与颈上线 in-neck 类似,但收盘不等于阴线收盘)。`EQUAL` 与 `BODY_LONG` 均引用
    /// `i−1`,`lookback = max(Equal, BodyLong) + 1 = 11`,`off = 1`。
    ///
    /// Thrusting Pattern: long black candle, then a white candle gapping down that closes into the
    /// prior black body but under its midpoint. Always bearish `−100`. `EQUAL` and `BODY_LONG`
    /// reference `i−1`, `lookback = 11`, `off = 1`.
    fn cdl_thrusting(open: &[f64], high: &[f64], low: &[f64], close: &[f64]) -> Vec<f64> with cdl_thrusting_with_output init zero;
}

/// `cdl_thrusting` 的零拷贝变体:将结果写入 `out`(长度须等于输入长度)。见 [`cdl_thrusting`]。
/// Zero-copy variant of [`cdl_thrusting`]: writes results into `out` (length must equal input length).
pub fn cdl_thrusting_with_output(
    open: &[f64],
    high: &[f64],
    low: &[f64],
    close: &[f64],
    out: &mut [f64],
) -> Result<(), TaError> {
    if out.len() != open.len() {
        return Err(TaError::BadParam(
            "cdl_thrusting_with_output: out length must equal input length".into(),
        ));
    }

    check_ohlc(open, high, low, close, "cdl_thrusting")?;
    let n = open.len();
    let lookback = EQUAL.avg_period.max(BODY_LONG.avg_period) + 1; // 11
    if n <= lookback {
        return Ok(());
    }
    let mut sum_avg_eq = {
        let mut s = lookback - 1 - 5;
        let mut acc = 0.0_f64;
        while s < (lookback - 1) {
            acc += high_low_range(high[s], low[s]);
            s += 1;
        }
        acc
    };
    let mut trail_avg_eq = lookback - 1 - 5;
    let mut sum_avg_body = {
        let mut s = lookback - 1 - 10;
        let mut acc = 0.0_f64;
        while s < (lookback - 1) {
            acc += real_body(open[s], close[s]);
            s += 1;
        }
        acc
    };
    let mut trail_avg_body = lookback - 1 - 10;
    let mut i = lookback;
    while i < n {
        let cur_avg_eq = high_low_range(high[i - 1], low[i - 1]);
        let val_avg_eq = sum_avg_eq / 5 as f64 * 0.05;
        let cur_avg_body = real_body(open[i - 1], close[i - 1]);
        let val_avg_body = sum_avg_body / 10 as f64 * 1.0;
        out[i] = if candle_color(open[i - 1], close[i - 1]) == -1.0 // 1st black
            && real_body(open[i - 1], close[i - 1]) > val_avg_body // long
            && candle_color(open[i], close[i]) == 1.0 // 2nd white
            && open[i] < low[i - 1] // open below prior low
            && close[i] > close[i - 1] + val_avg_eq // close into prior body
            && close[i] <= close[i - 1] + real_body(open[i - 1], close[i - 1]) * 0.5
        // under midpoint
        {
            -100.0
        } else {
            0.0
        };
        sum_avg_eq += cur_avg_eq - high_low_range(high[trail_avg_eq], low[trail_avg_eq]);
        trail_avg_eq += 1;
        sum_avg_body += cur_avg_body - real_body(open[trail_avg_body], close[trail_avg_body]);
        trail_avg_body += 1;
        i += 1;
    }

    Ok(())
}

// ===========================================================================
// cdl_tristar — Tristar Pattern(三星形态)
// ===========================================================================

indicator! {
    /// Tristar Pattern(三星形态):连续 3 根十字星,第 2 根为星线(跳空)。
    ///
    /// 第 2 根向上跳空且第 3 根不高于第 2 根 → 看跌 `−100`;向下跳空且第 3 根不低于第 2 根 → 看涨 `+100`;
    /// 否则 `0`。`BODY_DOJI` 引用 `i−2`,`lookback = BodyDoji + 2 = 12`,`off = 2`。
    ///
    /// Tristar: three consecutive doji, the 2nd being a star (gapped). 2nd gaps up & 3rd not higher
    /// → `−100`; 2nd gaps down & 3rd not lower → `+100`; else `0`. `BODY_DOJI` references `i−2`,
    /// `lookback = 12`, `off = 2`.
    fn cdl_tristar(open: &[f64], high: &[f64], low: &[f64], close: &[f64]) -> Vec<f64> with cdl_tristar_with_output init zero;
}

/// `cdl_tristar` 的零拷贝变体:将结果写入 `out`(长度须等于输入长度)。见 [`cdl_tristar`]。
/// Zero-copy variant of [`cdl_tristar`]: writes results into `out` (length must equal input length).
pub fn cdl_tristar_with_output(
    open: &[f64],
    high: &[f64],
    low: &[f64],
    close: &[f64],
    out: &mut [f64],
) -> Result<(), TaError> {
    if out.len() != open.len() {
        return Err(TaError::BadParam(
            "cdl_tristar_with_output: out length must equal input length".into(),
        ));
    }

    check_ohlc(open, high, low, close, "cdl_tristar")?;
    let n = open.len();
    let lookback = BODY_DOJI.avg_period + 2; // 12
    if n <= lookback {
        return Ok(());
    }
    let mut avg_body = CandleAvg::new(BODY_DOJI, open, high, low, close, lookback, 2);
    let mut i = lookback;
    while i < n {
        if real_body(open[i - 2], close[i - 2]) <= avg_body.value(i, open, high, low, close) // 1st doji
            && real_body(open[i - 1], close[i - 1]) <= avg_body.value(i, open, high, low, close) // 2nd doji
            && real_body(open[i], close[i]) <= avg_body.value(i, open, high, low, close)
        // 3rd doji
        {
            out[i] = 0.0;
            if real_body_gap_up(open[i - 1], close[i - 1], open[i - 2], close[i - 2]) // 2nd gaps up
                && f64::max(open[i], close[i]) < f64::max(open[i - 1], close[i - 1])
            {
                out[i] = -100.0;
            }
            if real_body_gap_down(open[i - 1], close[i - 1], open[i - 2], close[i - 2]) // 2nd gaps down
                && f64::min(open[i], close[i]) > f64::min(open[i - 1], close[i - 1])
            {
                out[i] = 100.0;
            }
        } else {
            out[i] = 0.0;
        }
        avg_body.advance(i, open, high, low, close);
        i += 1;
    }
    Ok(())
}

// ===========================================================================
// cdl_unique3river — Unique 3 River(独特三河床)
// ===========================================================================

indicator! {
    /// Unique 3 River(独特三河床):长阴线、更低低的黑色抱线星、不破前低的白色小实体。
    ///
    /// 恒为看涨 `100`。`BODY_LONG` 引用 `i−2`(`off = 2`);`BODY_SHORT` 引用当前 `i`(`off = 0`);
    /// `lookback = max(BodyShort, BodyLong) + 2 = 12`。
    ///
    /// Unique 3 River: long black, a lower-low black harami star, a small white real body whose open
    /// is not below the prior low. Always bullish `100`. `BODY_LONG` references `i−2` (`off = 2`);
    /// `BODY_SHORT` references `i` (`off = 0`); `lookback = 12`.
    fn cdl_unique3river(open: &[f64], high: &[f64], low: &[f64], close: &[f64]) -> Vec<f64> with cdl_unique3river_with_output init zero;
}

/// `cdl_unique3river` 的零拷贝变体:将结果写入 `out`(长度须等于输入长度)。见 [`cdl_unique3river`]。
/// Zero-copy variant of [`cdl_unique3river`]: writes results into `out` (length must equal input length).
pub fn cdl_unique3river_with_output(
    open: &[f64],
    high: &[f64],
    low: &[f64],
    close: &[f64],
    out: &mut [f64],
) -> Result<(), TaError> {
    if out.len() != open.len() {
        return Err(TaError::BadParam(
            "cdl_unique3river_with_output: out length must equal input length".into(),
        ));
    }

    check_ohlc(open, high, low, close, "cdl_unique3river")?;
    let n = open.len();
    let lookback = BODY_SHORT.avg_period.max(BODY_LONG.avg_period) + 2; // 12
    if n <= lookback {
        return Ok(());
    }
    let mut sum_avg_body_long = {
        let mut s = lookback - 2 - 10;
        let mut acc = 0.0_f64;
        while s < (lookback - 2) {
            acc += real_body(open[s], close[s]);
            s += 1;
        }
        acc
    };
    let mut trail_avg_body_long = lookback - 2 - 10;
    let mut sum_avg_body_short = {
        let mut s = lookback - 0 - 10;
        let mut acc = 0.0_f64;
        while s < (lookback - 0) {
            acc += real_body(open[s], close[s]);
            s += 1;
        }
        acc
    };
    let mut trail_avg_body_short = lookback - 0 - 10;
    let mut i = lookback;
    while i < n {
        let cur_avg_body_long = real_body(open[i - 2], close[i - 2]);
        let val_avg_body_long = sum_avg_body_long / 10 as f64 * 1.0;
        let cur_avg_body_short = real_body(open[i], close[i]);
        let val_avg_body_short = sum_avg_body_short / 10 as f64 * 1.0;
        out[i] = if real_body(open[i - 2], close[i - 2]) > val_avg_body_long // 1st long
            && candle_color(open[i - 2], close[i - 2]) == -1.0 // black
            && candle_color(open[i - 1], close[i - 1]) == -1.0 // 2nd black
            && close[i - 1] > close[i - 2] && open[i - 1] <= open[i - 2] // harami
            && low[i - 1] < low[i - 2] // lower low
            && cur_avg_body_short < val_avg_body_short // 3rd short
            && candle_color(open[i], close[i]) == 1.0 // white
            && open[i] > low[i - 1]
        // open not lower
        {
            100.0
        } else {
            0.0
        };
        sum_avg_body_long +=
            cur_avg_body_long - real_body(open[trail_avg_body_long], close[trail_avg_body_long]);
        trail_avg_body_long += 1;
        sum_avg_body_short +=
            cur_avg_body_short - real_body(open[trail_avg_body_short], close[trail_avg_body_short]);
        trail_avg_body_short += 1;
        i += 1;
    }

    Ok(())
}

// ===========================================================================
// cdl_upsidegap2crows — Upside Gap Two Crows(向上跳空两只乌鸦)
// ===========================================================================

indicator! {
    /// Upside Gap Two Crows(向上跳空两只乌鸦):长阳线、向上跳空的小黑线、吞没前实体且收在首阳之上的黑线。
    ///
    /// 恒为看跌 `−100`。`BODY_LONG` 引用 `i−2`(`off = 2`);`BODY_SHORT` 引用 `i−1`(`off = 1`);
    /// `lookback = max(BodyShort, BodyLong) + 2 = 12`。
    ///
    /// Upside Gap Two Crows: long white, a small black real body gapping up, then a black candle
    /// engulfing the prior body and closing above the white close. Always bearish `−100`.
    /// `BODY_LONG` references `i−2` (`off = 2`); `BODY_SHORT` references `i−1` (`off = 1`); `lookback = 12`.
    fn cdl_upsidegap2crows(open: &[f64], high: &[f64], low: &[f64], close: &[f64]) -> Vec<f64> with cdl_upsidegap2crows_with_output init zero;
}

/// `cdl_upsidegap2crows` 的零拷贝变体:将结果写入 `out`(长度须等于输入长度)。见 [`cdl_upsidegap2crows`]。
/// Zero-copy variant of [`cdl_upsidegap2crows`]: writes results into `out` (length must equal input length).
pub fn cdl_upsidegap2crows_with_output(
    open: &[f64],
    high: &[f64],
    low: &[f64],
    close: &[f64],
    out: &mut [f64],
) -> Result<(), TaError> {
    if out.len() != open.len() {
        return Err(TaError::BadParam(
            "cdl_upsidegap2crows_with_output: out length must equal input length".into(),
        ));
    }

    check_ohlc(open, high, low, close, "cdl_upsidegap2crows")?;
    let n = open.len();
    let lookback = BODY_SHORT.avg_period.max(BODY_LONG.avg_period) + 2; // 12
    if n <= lookback {
        return Ok(());
    }
    let mut sum_avg_body_long = {
        let mut s = lookback - 2 - 10;
        let mut acc = 0.0_f64;
        while s < (lookback - 2) {
            acc += real_body(open[s], close[s]);
            s += 1;
        }
        acc
    };
    let mut trail_avg_body_long = lookback - 2 - 10;
    let mut sum_avg_body_short = {
        let mut s = lookback - 1 - 10;
        let mut acc = 0.0_f64;
        while s < (lookback - 1) {
            acc += real_body(open[s], close[s]);
            s += 1;
        }
        acc
    };
    let mut trail_avg_body_short = lookback - 1 - 10;
    let mut i = lookback;
    while i < n {
        let cur_avg_body_long = real_body(open[i - 2], close[i - 2]);
        let val_avg_body_long = sum_avg_body_long / 10 as f64 * 1.0;
        let cur_avg_body_short = real_body(open[i - 1], close[i - 1]);
        let val_avg_body_short = sum_avg_body_short / 10 as f64 * 1.0;
        out[i] = if candle_color(open[i - 2], close[i - 2]) == 1.0 // 1st white
            && real_body(open[i - 2], close[i - 2]) > val_avg_body_long // long
            && candle_color(open[i - 1], close[i - 1]) == -1.0 // 2nd black
            && real_body(open[i - 1], close[i - 1]) <= val_avg_body_short // short
            && real_body_gap_up(open[i - 1], close[i - 1], open[i - 2], close[i - 2]) // gapping up
            && candle_color(open[i], close[i]) == -1.0 // 3rd black
            && open[i] > open[i - 1] && close[i] < close[i - 1] // 3rd engulfs prior body
            && close[i] > close[i - 2]
        // closes above 1st
        {
            -100.0
        } else {
            0.0
        };
        sum_avg_body_long +=
            cur_avg_body_long - real_body(open[trail_avg_body_long], close[trail_avg_body_long]);
        trail_avg_body_long += 1;
        sum_avg_body_short +=
            cur_avg_body_short - real_body(open[trail_avg_body_short], close[trail_avg_body_short]);
        trail_avg_body_short += 1;
        i += 1;
    }

    Ok(())
}

// ===========================================================================
// cdl_xsidegap3methods — Upside/Downside Gap Three Methods(上升/下降跳空三法)
// ===========================================================================

indicator! {
    /// Upside/Downside Gap Three Methods(上升/下降跳空三法):同向两根蜡烛跳空,第 3 根反向、开在
    /// 第 2 根实体内、收在第 1 根实体内。
    ///
    /// 首根为阳 → 看涨 `+100`;首根为阴 → 看跌 `−100`。无蜡烛均值设置,`lookback = 2`。
    ///
    /// Upside/Downside Gap Three Methods: two same-colour candles gapping, then a counter-colour
    /// candle opening inside the 2nd real body and closing inside the 1st real body. 1st white →
    /// `+100`, 1st black → `−100`. No candle-average settings; `lookback = 2`.
    fn cdl_xsidegap3methods(open: &[f64], high: &[f64], low: &[f64], close: &[f64]) -> Vec<f64> with cdl_xsidegap3methods_with_output init zero;
}

/// `cdl_xsidegap3methods` 的零拷贝变体:将结果写入 `out`(长度须等于输入长度)。见 [`cdl_xsidegap3methods`]。
/// Zero-copy variant of [`cdl_xsidegap3methods`]: writes results into `out` (length must equal input length).
pub fn cdl_xsidegap3methods_with_output(
    open: &[f64],
    high: &[f64],
    low: &[f64],
    close: &[f64],
    out: &mut [f64],
) -> Result<(), TaError> {
    if out.len() != open.len() {
        return Err(TaError::BadParam(
            "cdl_xsidegap3methods_with_output: out length must equal input length".into(),
        ));
    }

    check_ohlc(open, high, low, close, "cdl_xsidegap3methods")?;
    let n = open.len();
    let lookback = 2; // CDLXSIDEGAP3METHODS_Lookback
    if n <= lookback {
        return Ok(());
    }
    let mut i = lookback;
    while i < n {
        if candle_color(open[i - 2], close[i - 2]) == candle_color(open[i - 1], close[i - 1]) // 1st & 2nd same
            && candle_color(open[i - 1], close[i - 1]) == -candle_color(open[i], close[i]) // 3rd opposite
            && open[i] < f64::max(close[i - 1], open[i - 1]) && open[i] > f64::min(close[i - 1], open[i - 1]) // opens in 2nd rb
            && close[i] < f64::max(close[i - 2], open[i - 2]) && close[i] > f64::min(close[i - 2], open[i - 2]) // closes in 1st rb
            && ((candle_color(open[i - 2], close[i - 2]) == 1.0
                && real_body_gap_up(open[i - 1], close[i - 1], open[i - 2], close[i - 2])) // upside gap
                || (candle_color(open[i - 2], close[i - 2]) == -1.0
                    && real_body_gap_down(open[i - 1], close[i - 1], open[i - 2], close[i - 2])))
        // downside gap
        {
            out[i] = candle_color(open[i - 2], close[i - 2]) * 100.0;
        } else {
            out[i] = 0.0;
        }
        i += 1;
    }
    Ok(())
}