use numpy::{IntoPyArray, PyArray1, PyReadonlyArray1}; use pyo3::prelude::*; use super::common::*; #[pyfunction] pub fn cdl2crows<'py>( py: Python<'py>, open: PyReadonlyArray1<'py, f64>, high: PyReadonlyArray1<'py, f64>, low: PyReadonlyArray1<'py, f64>, close: PyReadonlyArray1<'py, f64>, ) -> PyResult>> { let opens = open.as_slice()?; let highs = high.as_slice()?; let lows = low.as_slice()?; let closes = close.as_slice()?; let n = opens.len(); super::common::validate_ohlc_length(n, highs.len(), lows.len(), closes.len())?; let mut result = vec![0i32; n]; for i in 2..n { let (o1, _h1, _l1, c1) = (opens[i - 2], highs[i - 2], lows[i - 2], closes[i - 2]); let (o2, _h2, _l2, c2) = (opens[i - 1], highs[i - 1], lows[i - 1], closes[i - 1]); let (o3, _h3, _l3, c3) = (opens[i], highs[i], lows[i], closes[i]); // Two Crows: // 1. First candle is a long white (bullish) candle // 2. Second candle gaps up (opens above first close) and closes lower but still above first close // 3. Third candle opens within second body and closes within first body if is_bullish(o1, c1) && is_bearish(o2, c2) && o2 > c1 // gap up && c2 > c1 // second still closes above first close && is_bearish(o3, c3) && o3 < o2 && o3 > c2 // opens within second body && c3 > o1 && c3 < c1 // closes within first body { result[i] = -100; } } Ok(result.into_pyarray(py)) }