3be267cb03
A multi-language technical analysis library: 25 indicators across trend,
momentum, volatility, and volume families, every one a state machine with
O(1) per-tick updates. Batch evaluation is provided by a blanket extension
trait over the streaming primitive, so live trading bots and historical
backtests run the same code path.
What ships in this initial drop:
crates/wickra-core - 25 indicators, Indicator/BatchExt/Chain traits,
OHLCV types with validation; 171 unit tests,
property tests, Wilder/Bollinger textbook tests.
crates/wickra - top-level facade + criterion benches for every
indicator at 1K/10K/100K series sizes.
crates/wickra-data - streaming CSV reader, tick-to-candle aggregator,
multi-timeframe resampler, Binance Spot kline
WebSocket adapter behind feature live-binance;
11 unit + 1 doctest.
bindings/python - PyO3 + maturin, NumPy I/O, type stubs (.pyi),
56 pytest tests including streaming==batch
equivalence, Wilder reference values, lifecycle.
bindings/node - napi-rs native module, TypeScript .d.ts
auto-generated, 7 node --test cases.
bindings/wasm - wasm-bindgen ES module for browser/bundler/Node;
interactive HTML demo at examples/index.html.
examples/ - Python and Rust scripts: backtest, live trading,
parallel multi-asset, multi-timeframe, Binance.
benchmarks/ - cross-library comparison against TA-Lib,
pandas-ta, finta, talipp; Wickra wins every
category by 11-1030x (batch) and 17x+ streaming.
.github/workflows/ - CI matrix (Rust + Python + Node + WASM on
Linux/macOS/Windows), release pipeline for
PyPI wheels and npm.
Indicators (25):
Trend SMA EMA WMA DEMA TEMA HMA KAMA
Momentum RSI MACD Stochastic CCI ROC WilliamsR ADX MFI TRIX
AwesomeOscillator Aroon
Volatility BollingerBands ATR Keltner Donchian PSAR
Volume OBV VWAP (cumulative + rolling)
cargo clippy --workspace --all-targets -D warnings is clean. License: Apache-2.0.
286 lines
8.0 KiB
Rust
286 lines
8.0 KiB
Rust
//! OHLCV value types: candles and ticks.
|
|
|
|
use crate::error::{Error, Result};
|
|
|
|
/// A single OHLCV bar.
|
|
///
|
|
/// Timestamps are unitless `i64` values so callers can use whatever epoch resolution
|
|
/// they prefer (milliseconds, microseconds, seconds…). Wickra never inspects them
|
|
/// numerically beyond passing them through.
|
|
#[derive(Debug, Clone, Copy, PartialEq)]
|
|
pub struct Candle {
|
|
/// Bar open price.
|
|
pub open: f64,
|
|
/// Bar high price.
|
|
pub high: f64,
|
|
/// Bar low price.
|
|
pub low: f64,
|
|
/// Bar close price.
|
|
pub close: f64,
|
|
/// Bar volume.
|
|
pub volume: f64,
|
|
/// Bar timestamp (caller-defined epoch / resolution).
|
|
pub timestamp: i64,
|
|
}
|
|
|
|
impl Candle {
|
|
/// Construct a new candle, validating the OHLC relationships and finiteness.
|
|
///
|
|
/// # Errors
|
|
///
|
|
/// Returns [`Error::InvalidCandle`] if any of these invariants are violated:
|
|
/// - `high >= max(open, close, low)`
|
|
/// - `low <= min(open, close, high)`
|
|
/// - all of `open`, `high`, `low`, `close`, `volume` are finite
|
|
/// - `volume >= 0`
|
|
pub fn new(
|
|
open: f64,
|
|
high: f64,
|
|
low: f64,
|
|
close: f64,
|
|
volume: f64,
|
|
timestamp: i64,
|
|
) -> Result<Self> {
|
|
if !(open.is_finite() && high.is_finite() && low.is_finite() && close.is_finite()) {
|
|
return Err(Error::InvalidCandle {
|
|
message: "open, high, low, close must all be finite",
|
|
});
|
|
}
|
|
if !volume.is_finite() {
|
|
return Err(Error::InvalidCandle {
|
|
message: "volume must be finite",
|
|
});
|
|
}
|
|
if volume < 0.0 {
|
|
return Err(Error::InvalidCandle {
|
|
message: "volume must be non-negative",
|
|
});
|
|
}
|
|
if high < low {
|
|
return Err(Error::InvalidCandle {
|
|
message: "high must be >= low",
|
|
});
|
|
}
|
|
if high < open || high < close {
|
|
return Err(Error::InvalidCandle {
|
|
message: "high must be >= open and >= close",
|
|
});
|
|
}
|
|
if low > open || low > close {
|
|
return Err(Error::InvalidCandle {
|
|
message: "low must be <= open and <= close",
|
|
});
|
|
}
|
|
Ok(Self {
|
|
open,
|
|
high,
|
|
low,
|
|
close,
|
|
volume,
|
|
timestamp,
|
|
})
|
|
}
|
|
|
|
/// Construct a candle without validation. The caller asserts that all OHLC
|
|
/// invariants hold and that no field is NaN or infinite.
|
|
pub const fn new_unchecked(
|
|
open: f64,
|
|
high: f64,
|
|
low: f64,
|
|
close: f64,
|
|
volume: f64,
|
|
timestamp: i64,
|
|
) -> Self {
|
|
Self {
|
|
open,
|
|
high,
|
|
low,
|
|
close,
|
|
volume,
|
|
timestamp,
|
|
}
|
|
}
|
|
|
|
/// The typical price `(high + low + close) / 3`. Used by CCI, MFI, VWAP, etc.
|
|
#[inline]
|
|
pub fn typical_price(&self) -> f64 {
|
|
(self.high + self.low + self.close) / 3.0
|
|
}
|
|
|
|
/// The mid price `(high + low) / 2`.
|
|
#[inline]
|
|
pub fn median_price(&self) -> f64 {
|
|
(self.high + self.low) / 2.0
|
|
}
|
|
|
|
/// The weighted close `(high + low + 2*close) / 4`.
|
|
#[inline]
|
|
pub fn weighted_close(&self) -> f64 {
|
|
(self.high + self.low + 2.0 * self.close) / 4.0
|
|
}
|
|
|
|
/// True range of this candle relative to a previous close: `max(H-L, |H-prev|, |L-prev|)`.
|
|
/// If no previous close is supplied, falls back to `high - low`.
|
|
#[inline]
|
|
pub fn true_range(&self, prev_close: Option<f64>) -> f64 {
|
|
let hl = self.high - self.low;
|
|
match prev_close {
|
|
Some(prev) => {
|
|
let hp = (self.high - prev).abs();
|
|
let lp = (self.low - prev).abs();
|
|
hl.max(hp).max(lp)
|
|
}
|
|
None => hl,
|
|
}
|
|
}
|
|
}
|
|
|
|
/// A single trade tick.
|
|
#[derive(Debug, Clone, Copy, PartialEq)]
|
|
pub struct Tick {
|
|
/// Trade price.
|
|
pub price: f64,
|
|
/// Trade size.
|
|
pub volume: f64,
|
|
/// Trade timestamp (caller-defined epoch / resolution).
|
|
pub timestamp: i64,
|
|
}
|
|
|
|
impl Tick {
|
|
/// Construct a new tick, validating finiteness and non-negativity of volume.
|
|
///
|
|
/// # Errors
|
|
///
|
|
/// Returns [`Error::NonFiniteInput`] if `price` or `volume` is NaN or infinite,
|
|
/// or [`Error::InvalidCandle`] for `volume < 0`.
|
|
pub fn new(price: f64, volume: f64, timestamp: i64) -> Result<Self> {
|
|
if !price.is_finite() || !volume.is_finite() {
|
|
return Err(Error::NonFiniteInput);
|
|
}
|
|
if volume < 0.0 {
|
|
return Err(Error::InvalidCandle {
|
|
message: "tick volume must be non-negative",
|
|
});
|
|
}
|
|
Ok(Self {
|
|
price,
|
|
volume,
|
|
timestamp,
|
|
})
|
|
}
|
|
}
|
|
|
|
#[cfg(test)]
|
|
mod tests {
|
|
use super::*;
|
|
|
|
#[test]
|
|
fn candle_new_accepts_valid_ohlc() {
|
|
let c = Candle::new(10.0, 11.0, 9.0, 10.5, 100.0, 1).unwrap();
|
|
assert_eq!(c.open, 10.0);
|
|
assert_eq!(c.high, 11.0);
|
|
assert_eq!(c.low, 9.0);
|
|
assert_eq!(c.close, 10.5);
|
|
assert_eq!(c.volume, 100.0);
|
|
assert_eq!(c.timestamp, 1);
|
|
}
|
|
|
|
#[test]
|
|
fn candle_new_rejects_high_below_low() {
|
|
let err = Candle::new(10.0, 9.0, 10.0, 10.0, 1.0, 0).unwrap_err();
|
|
assert!(matches!(err, Error::InvalidCandle { .. }));
|
|
}
|
|
|
|
#[test]
|
|
fn candle_new_rejects_high_below_close() {
|
|
let err = Candle::new(10.0, 10.0, 9.0, 11.0, 1.0, 0).unwrap_err();
|
|
assert!(matches!(err, Error::InvalidCandle { .. }));
|
|
}
|
|
|
|
#[test]
|
|
fn candle_new_rejects_low_above_open() {
|
|
let err = Candle::new(10.0, 11.0, 10.5, 10.5, 1.0, 0).unwrap_err();
|
|
assert!(matches!(err, Error::InvalidCandle { .. }));
|
|
}
|
|
|
|
#[test]
|
|
fn candle_new_rejects_negative_volume() {
|
|
let err = Candle::new(10.0, 11.0, 9.0, 10.5, -1.0, 0).unwrap_err();
|
|
assert!(matches!(err, Error::InvalidCandle { .. }));
|
|
}
|
|
|
|
#[test]
|
|
fn candle_new_rejects_nan_price() {
|
|
let err = Candle::new(f64::NAN, 11.0, 9.0, 10.5, 1.0, 0).unwrap_err();
|
|
assert!(matches!(err, Error::InvalidCandle { .. }));
|
|
}
|
|
|
|
#[test]
|
|
fn candle_typical_price() {
|
|
let c = Candle::new(10.0, 12.0, 9.0, 11.0, 1.0, 0).unwrap();
|
|
assert_eq!(c.typical_price(), (12.0 + 9.0 + 11.0) / 3.0);
|
|
}
|
|
|
|
#[test]
|
|
fn candle_median_price() {
|
|
let c = Candle::new(10.0, 12.0, 8.0, 11.0, 1.0, 0).unwrap();
|
|
assert_eq!(c.median_price(), 10.0);
|
|
}
|
|
|
|
#[test]
|
|
fn candle_weighted_close() {
|
|
let c = Candle::new(10.0, 12.0, 8.0, 11.0, 1.0, 0).unwrap();
|
|
assert_eq!(c.weighted_close(), (12.0 + 8.0 + 22.0) / 4.0);
|
|
}
|
|
|
|
#[test]
|
|
fn candle_true_range_without_prev() {
|
|
let c = Candle::new(10.0, 12.0, 8.0, 11.0, 1.0, 0).unwrap();
|
|
assert_eq!(c.true_range(None), 4.0);
|
|
}
|
|
|
|
#[test]
|
|
fn candle_true_range_with_gap_up() {
|
|
// Previous close 6, today's range 8-12: gap covered by |H-prev|=6
|
|
let c = Candle::new(10.0, 12.0, 8.0, 11.0, 1.0, 0).unwrap();
|
|
assert_eq!(c.true_range(Some(6.0)), 6.0);
|
|
}
|
|
|
|
#[test]
|
|
fn candle_true_range_with_gap_down() {
|
|
// Previous close 14, today's range 8-12: gap covered by |L-prev|=6
|
|
let c = Candle::new(10.0, 12.0, 8.0, 11.0, 1.0, 0).unwrap();
|
|
assert_eq!(c.true_range(Some(14.0)), 6.0);
|
|
}
|
|
|
|
#[test]
|
|
fn tick_new_accepts_valid() {
|
|
let t = Tick::new(100.5, 0.5, 42).unwrap();
|
|
assert_eq!(t.price, 100.5);
|
|
assert_eq!(t.volume, 0.5);
|
|
assert_eq!(t.timestamp, 42);
|
|
}
|
|
|
|
#[test]
|
|
fn tick_new_rejects_nan() {
|
|
assert!(matches!(
|
|
Tick::new(f64::NAN, 1.0, 0),
|
|
Err(Error::NonFiniteInput)
|
|
));
|
|
}
|
|
|
|
#[test]
|
|
fn tick_new_rejects_inf() {
|
|
assert!(matches!(
|
|
Tick::new(f64::INFINITY, 1.0, 0),
|
|
Err(Error::NonFiniteInput)
|
|
));
|
|
}
|
|
|
|
#[test]
|
|
fn tick_new_rejects_negative_volume() {
|
|
let err = Tick::new(100.0, -1.0, 0).unwrap_err();
|
|
assert!(matches!(err, Error::InvalidCandle { .. }));
|
|
}
|
|
}
|