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wickra/crates/wickra-data/src/aggregator.rs
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//! Roll trade ticks up into candles of an arbitrary timeframe.
use crate::error::{Error, Result};
use wickra_core::{Candle, Tick};
/// A candle bucket size measured in the same unit as the tick timestamps.
///
/// Wickra is unit-agnostic about timestamps: choose whichever makes sense for
/// your source (milliseconds for Binance trade events, microseconds for IB,
/// seconds for daily bars).
#[derive(Debug, Clone, Copy, PartialEq, Eq)]
pub struct Timeframe {
bucket: i64,
}
impl Timeframe {
/// Construct a timeframe with the given bucket size in the chosen unit.
///
/// # Errors
/// Returns [`Error::InvalidTimeframe`] if `bucket <= 0`.
pub fn new(bucket: i64) -> Result<Self> {
if bucket <= 0 {
return Err(Error::InvalidTimeframe(format!(
"bucket size must be positive, got {bucket}"
)));
}
Ok(Self { bucket })
}
/// Convenience: build a millisecond timeframe.
pub fn millis(ms: i64) -> Result<Self> {
Self::new(ms)
}
/// Convenience: build a seconds-resolution timeframe.
pub fn seconds(s: i64) -> Result<Self> {
Self::new(s)
}
/// One-minute timeframe in milliseconds (`60_000`).
pub fn one_minute_ms() -> Self {
Self::new(60_000).expect("60_000 > 0")
}
/// Bucket size.
pub const fn bucket(self) -> i64 {
self.bucket
}
/// Floor a raw timestamp to this timeframe's bucket boundary.
pub fn floor(self, ts: i64) -> i64 {
ts - ts.rem_euclid(self.bucket)
}
}
/// Incrementally builds candles out of arriving ticks.
///
/// Each call to [`TickAggregator::push`] returns `Some(Candle)` if a previously
/// open bar just closed (i.e. the new tick belongs to a new bucket). Use
/// [`TickAggregator::flush`] at the end of a stream to capture the final open
/// bar.
#[derive(Debug, Clone)]
pub struct TickAggregator {
timeframe: Timeframe,
open_bar: Option<OpenBar>,
}
#[derive(Debug, Clone, Copy)]
struct OpenBar {
bucket_start: i64,
open: f64,
high: f64,
low: f64,
close: f64,
volume: f64,
}
impl OpenBar {
fn from_tick(t: Tick, bucket_start: i64) -> Self {
Self {
bucket_start,
open: t.price,
high: t.price,
low: t.price,
close: t.price,
volume: t.volume,
}
}
fn absorb(&mut self, t: Tick) {
if t.price > self.high {
self.high = t.price;
}
if t.price < self.low {
self.low = t.price;
}
self.close = t.price;
self.volume += t.volume;
}
fn into_candle(self) -> Candle {
Candle::new_unchecked(
self.open,
self.high,
self.low,
self.close,
self.volume,
self.bucket_start,
)
}
}
impl TickAggregator {
/// Construct a new aggregator for the given timeframe.
pub fn new(timeframe: Timeframe) -> Self {
Self {
timeframe,
open_bar: None,
}
}
/// Push a tick. Returns `Some(Candle)` if a bar boundary was crossed and a
/// previously open bar just closed.
///
/// # Errors
/// Returns an error if `tick.timestamp` is strictly less than the start of
/// the currently open bar (out-of-order ticks are not supported).
pub fn push(&mut self, tick: Tick) -> Result<Option<Candle>> {
let bucket = self.timeframe.floor(tick.timestamp);
if let Some(mut bar) = self.open_bar {
if bucket < bar.bucket_start {
return Err(Error::Malformed(format!(
"tick timestamp {} is older than the open bar start {}",
tick.timestamp, bar.bucket_start
)));
}
if bucket > bar.bucket_start {
// Close the previous bar and start a new one with this tick.
self.open_bar = Some(OpenBar::from_tick(tick, bucket));
return Ok(Some(bar.into_candle()));
}
bar.absorb(tick);
self.open_bar = Some(bar);
return Ok(None);
}
self.open_bar = Some(OpenBar::from_tick(tick, bucket));
Ok(None)
}
/// Drain the currently open bar (if any) and return it. Useful at the end of
/// a backtest or when shutting down a live aggregator.
pub fn flush(&mut self) -> Option<Candle> {
self.open_bar.take().map(OpenBar::into_candle)
}
/// Configured timeframe.
pub const fn timeframe(&self) -> Timeframe {
self.timeframe
}
}
#[cfg(test)]
mod tests {
use super::*;
fn t(price: f64, ts: i64) -> Tick {
Tick::new(price, 1.0, ts).unwrap()
}
#[test]
fn timeframe_rejects_non_positive() {
assert!(Timeframe::new(0).is_err());
assert!(Timeframe::new(-1).is_err());
}
#[test]
fn floors_to_bucket_boundary() {
let tf = Timeframe::new(100).unwrap();
assert_eq!(tf.floor(0), 0);
assert_eq!(tf.floor(99), 0);
assert_eq!(tf.floor(100), 100);
assert_eq!(tf.floor(150), 100);
assert_eq!(tf.floor(250), 200);
}
#[test]
fn aggregates_ticks_into_one_candle_within_bucket() {
let mut agg = TickAggregator::new(Timeframe::new(60).unwrap());
assert_eq!(agg.push(t(10.0, 0)).unwrap(), None);
assert_eq!(agg.push(t(12.0, 15)).unwrap(), None);
assert_eq!(agg.push(t(8.0, 30)).unwrap(), None);
assert_eq!(agg.push(t(11.0, 50)).unwrap(), None);
let bar = agg.flush().expect("open bar");
assert_eq!(bar.open, 10.0);
assert_eq!(bar.high, 12.0);
assert_eq!(bar.low, 8.0);
assert_eq!(bar.close, 11.0);
assert!((bar.volume - 4.0).abs() < 1e-12);
assert_eq!(bar.timestamp, 0);
}
#[test]
fn emits_candle_on_bucket_crossing() {
let mut agg = TickAggregator::new(Timeframe::new(60).unwrap());
agg.push(t(10.0, 0)).unwrap();
agg.push(t(12.0, 30)).unwrap();
let closed = agg.push(t(15.0, 60)).unwrap().expect("emits");
assert_eq!(closed.open, 10.0);
assert_eq!(closed.high, 12.0);
assert_eq!(closed.low, 10.0);
assert_eq!(closed.close, 12.0);
// The new tick at ts=60 opens the next bar.
let still_open = agg.flush().unwrap();
assert_eq!(still_open.open, 15.0);
assert_eq!(still_open.timestamp, 60);
}
#[test]
fn rejects_out_of_order_ticks() {
let mut agg = TickAggregator::new(Timeframe::new(60).unwrap());
agg.push(t(10.0, 100)).unwrap();
let err = agg.push(t(11.0, 30)).unwrap_err();
assert!(matches!(err, Error::Malformed(_)));
}
}