From ff766c09970fce40f34527a628d9549b3e9f428f Mon Sep 17 00:00:00 2001 From: MathisWellmann Date: Sat, 29 Apr 2023 15:06:11 +0200 Subject: [PATCH] Version 8 release. Includes the information of the trade that triggers the new candle both in the old and the new one, to avoid degenerate candles when using the `RelativePriceRule` --- Cargo.toml | 2 +- img/relative_price_candles_plot.png | 0 img/time_candles_plot.png | Bin 189519 -> 542367 bytes src/aggregation_rules/aligned_time_rule.rs | 28 +++------- src/aggregation_rules/relative_price_rule.rs | 55 ++++++++++++++++--- src/aggregation_rules/time_rule.rs | 1 + src/aggregator.rs | 14 +++-- 7 files changed, 67 insertions(+), 33 deletions(-) create mode 100644 img/relative_price_candles_plot.png diff --git a/Cargo.toml b/Cargo.toml index 238f3d6..94b4875 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "trade_aggregation" -version = "7.2.1" +version = "8.0.0" authors = ["MathisWellmann "] edition = "2021" license-file = "LICENSE" diff --git a/img/relative_price_candles_plot.png b/img/relative_price_candles_plot.png new file mode 100644 index 0000000..e69de29 diff --git a/img/time_candles_plot.png b/img/time_candles_plot.png index cb23acc7a837bd400ea3922546d26a554d175c48..d50cced9ed42e8c90cd1a874f20040933f755483 100644 GIT binary patch literal 542367 zcmeEv4O~=Z_WvL%mKmYjQcHrS<+g6JWl1GM*^8R1RIafpGL@_T$`@2p-Wkn&%M{aE zDiU(rvdy26`XfPJ24BgL*wjQ57zBh6Z$qj=f5};{uhD&GoAc7{`UsnIye}gGJpOv&ph>3 zR?>$z7yWsDaKws;h@c{TIeCFjZcc&ig;s2OEe^7C^V5|1= zODgX6B{Oh<{UaY8bfoFbu7HQf%8bb7H$1~`h&63b2DUw!*7;G|ogN|fQ)QBFlm6AH zH+brrJ$2O!;_qdih&S)jneR8W+@EP^WNeN4!VB4hii)}~m})r^XgT7QeaP$2r~AgX z`srHnzsXO2e0_e4wk}EEnPey*R7QRR+UExT-Lp`*m7TzhzQgP$q0^^XzD=|2^X=Mq zvdXYHeU|mdH0zJE^~TxZ`k2NX(*a%AfvEW0meKl_g53Io2e&hWRz^hVti`&V^#0jr zrskZvptoKKTe8G|47MwNett}Sk?kGN!W>gs7hWV4#)=>GtG<=$ z2h(M34`bRNn&xpxe*uSfW|r2pLYwG$2>u!tbow_Qmax`8q_vQr~Gnh%8Sdum9k$B4^rV9oGb2`v^x-K=V z;a~8~+1bZtTPl2Q6>H#`o-unpEBCe56v5P)mGg7YF3dUmaB;{HeO3MW{rcANde`js zh5Gi|)4MVaLnBI>yYx)gw$RFlLo3&LEh*mzt6+%Vm>9WnpywD%XA09?uq*T<3ODaS9)w~dT3pGYG(EC8X{ovZQnIorZ2qmgVy>(SZ?Qh z+dZ&~dh1}{=D{^ZDa0mmd;lEc*lon##w1A3Lh?Bdfvx&(Z^P5 zu$DeFP2cRLceyJt-f}6l;Zo$G_%3+dJ)sr%e3uf)poD#`r+lp+3fR`ABz);f!vy?Ay2Z_g`t`bw^(eU3Q=d)sZGY9bJw|Ve32D#BpU_~` zGDdCtJZ*cUt)VfrW<_YtokfwycSMv$U08fz$0N%s@VhVZs@ZX%bmfJOLq^5dM8wyC zM&7^VVD0BGe0w^%{r`Nr_WHz}_KTYl`jw$`haqaeU(EjX{#C>Gq+bZrTSw_yM&a?G z>DcLG-f4N8>5=@}{JGk8wuvJS+IFP~OcHLa}CTGogvusE=JV~}NIO2@_n z(Yp`yA>+j*^y&O&(%)ZzIfo|bPBdD+YXn8jJ~qv-^e@jw{Rl&u8`wTK%=~%S%@*9h zNjc|}CbaEzztUyPF?8kVYhrS1cEAXucH*7Y3kZzFz>p<5+}?zTEUvi?bZp;yEzxPFXl?7m z+WoWk%-?^f^boZ+KDpFR)#j%(-8-cb>1|sYJGQiTTJYEk-u;8Y zQfSbCR;0ASmbi$^jZa*XKCAg-99Ni5$4oP{O@lW9$R-X4{@r)qolddgO=|1)at++-d3jA>$C^O+&nBF(w<#kZSI4kE?%eui=SRgJ z9u<3bLEKr~2%xo$b&{@alCC~K{*R`t#@sHO4O9lVbXi?aS>4#c*0GuO+XHI12jFXJ z89WU)$DS8Q+wM^qLP0=Hct8z&KL_XE00*6KfN@5kaZ~P3n<70v9v{&_4h__y83C7O z;AanyjXD(Y)0%*v;tZxZ9~d+4!P5NLlligbZt=qsQJKm>V15nt_5Rk{Ae|ZH_9@8B zGWEM1<4vewpx3&t`%+r&OELc|<)aTZOAT=*E6xzrB)d2!r+7hp^@8Q+N5!2Q6^A>t z5@e(A%F@r?^P=>%Wz^qs$nLE*Y4M^(i^9Uf7ACGt?OV~R!&Z#{>bs;$J^W6j~{==U`ju0jLtc5z;tv}Kr@OaqaLT)nBDpv zyeBq$z6{E7Q&8mLnC$$RrRT{J2FL!&g@Zcq&5_WRkx;o0wBIii9{Bld75gG0*GH7^ zgR>&S1{b?supf)(>tSJyxC>zBG0V<(fx48j=Zx2L3rjCt*guFU0xE6O-H~`mXd+=m z26&N_#CKiE*2Kibz_*7OV0r^JW$=mVyYY?L@ca(HD7(uwO}92S-KuGVx5;<-Qhd1! 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- use super::*; use crate::{ - aggregate_all_trades, - candle_components::{CandleComponent, CandleComponentUpdate, Close, High, Low, Open}, - load_trades_from_csv, GenericAggregator, ModularCandle, Trade, M15, + aggregate_all_trades, load_trades_from_csv, plot::OhlcCandle, GenericAggregator, Trade, M15, }; #[test] fn aligned_time_rule() { - #[derive(Debug, Default, Clone, Candle)] - struct AlignedCandle { - pub open: Open, - high: High, - low: Low, - pub close: Close, - } - let trades = load_trades_from_csv("data/Bitmex_XBTUSD_1M.csv").unwrap(); - let mut aggregator = GenericAggregator::::new( + let mut aggregator = GenericAggregator::::new( AlignedTimeRule::new(M15, TimestampResolution::Millisecond), ); let candles = aggregate_all_trades(&trades, &mut aggregator); assert_eq!(candles.len(), 396); - // make sure that the aggregator starts a new candle with the "trigger tick" - // rather than updating the existing candle with the "trigger tick" + // make sure that the aggregator starts a new candle with the "trigger tick", + // and includes that information of the trade that triggered the new candle as well let c = &candles[0]; - assert_eq!(c.open.value(), 13873.0); - assert_eq!(c.close.value(), 13769.0); + assert_eq!(c.open(), 13873.0); + assert_eq!(c.close(), 13768.5); let c = &candles[1]; - assert_eq!(c.open.value(), 13768.5); - assert_eq!(c.close.value(), 13721.5); + assert_eq!(c.open(), 13768.5); + assert_eq!(c.close(), 13722.0); } } diff --git a/src/aggregation_rules/relative_price_rule.rs b/src/aggregation_rules/relative_price_rule.rs index 12d7aff..34b3a22 100644 --- a/src/aggregation_rules/relative_price_rule.rs +++ b/src/aggregation_rules/relative_price_rule.rs @@ -4,23 +4,23 @@ use crate::{AggregationRule, Error, ModularCandle, Result, TakerTrade}; pub struct RelativePriceRule { init: bool, init_price: f64, - threshold_delta: f64, + threshold_fraction: f64, } impl RelativePriceRule { /// Create a new instance. /// /// # Arguments: - /// `threshold_delta`: The trigger condition + /// `threshold_fraction`: The relative distance ((p_t - p_i) / p_i) the price needs to move before a new candle creation is triggered. /// - pub fn new(threshold_delta: f64) -> Result { - if threshold_delta <= 0.0 { + pub fn new(threshold_fraction: f64) -> Result { + if threshold_fraction <= 0.0 { return Err(Error::InvalidParam); } Ok(Self { init: true, init_price: 0.0, - threshold_delta, + threshold_fraction, }) } } @@ -39,8 +39,8 @@ where let price_delta = (trade.price() - self.init_price).abs() / self.init_price; - if price_delta >= self.threshold_delta { - self.init = true; + if price_delta >= self.threshold_fraction { + self.init_price = trade.price(); return true; } false @@ -50,7 +50,11 @@ where #[cfg(test)] mod tests { use super::*; - use crate::{plot::OhlcCandle, Trade}; + use crate::{ + aggregate_all_trades, load_trades_from_csv, + plot::{plot_ohlc_candles, OhlcCandle}, + GenericAggregator, Trade, + }; #[test] fn relative_price_rule() { @@ -112,4 +116,39 @@ mod tests { true ); } + + #[test] + fn relative_price_rule_real_data() { + let trades = load_trades_from_csv("./data/Bitmex_XBTUSD_1M.csv").expect("Unable to load trades at this path, are you sure you're in the root directory of the project?"); + + // 0.5% candles + const THRESHOLD: f64 = 0.005; + let rule = RelativePriceRule::new(0.01).unwrap(); + let mut aggregator = GenericAggregator::::new(rule); + let candles = aggregate_all_trades(&trades, &mut aggregator); + assert!(!candles.is_empty()); + + for c in candles { + assert!((c.high() - c.low()) / c.low() >= THRESHOLD); + assert!((c.close() - c.open()).abs() / c.open() >= THRESHOLD); + } + } + + #[test] + fn relative_price_candles_plot() { + let trades = load_trades_from_csv("data/Bitmex_XBTUSD_1M.csv").unwrap(); + + const THRESHOLD: f64 = 0.005; + let rule = RelativePriceRule::new(THRESHOLD).unwrap(); + let mut aggregator = GenericAggregator::::new(rule); + let candles = aggregate_all_trades(&trades, &mut aggregator); + println!("got {} candles", candles.len()); + + plot_ohlc_candles( + &candles, + "img/relative_price_candles_plot.png", + (3840, 2160), + ) + .unwrap(); + } } diff --git a/src/aggregation_rules/time_rule.rs b/src/aggregation_rules/time_rule.rs index 5ed5e38..082c617 100644 --- a/src/aggregation_rules/time_rule.rs +++ b/src/aggregation_rules/time_rule.rs @@ -97,6 +97,7 @@ mod tests { plot_ohlc_candles(&candles, "img/time_candles_plot.png", (2560, 1440)).unwrap(); } + #[test] fn time_rule_differing_periods() { let trades = load_trades_from_csv("data/Bitmex_XBTUSD_1M.csv").unwrap(); diff --git a/src/aggregator.rs b/src/aggregator.rs index 6a645b5..24742e5 100644 --- a/src/aggregator.rs +++ b/src/aggregator.rs @@ -49,15 +49,21 @@ where T: TakerTrade, { fn update(&mut self, trade: &T) -> Option { + // Always update the candle with the newest information. + self.candle.update(trade); + if self.aggregation_rule.should_trigger(trade, &self.candle) { let candle = self.candle.clone(); self.candle.reset(); + // Also include the initial information in the candle. + // This means the trade data at the boundary is included twice. + // This especially ensures `Open` and `Close` values are correct. + // TODO: If this behaviour of including trade info at the boundary in both candles, + // A flag may be added to specify the exact behaviour. self.candle.update(trade); - Some(candle) - } else { - self.candle.update(trade); - None + return Some(candle); } + None } }