feat: TA-Lib candlestick patterns — crows & three-line (part 1 of 9) (#130)
* feat: add Two Crows candlestick pattern (CDL2CROWS) * feat: add Upside Gap Two Crows candlestick pattern (CDLUPSIDEGAP2CROWS) * feat: add Identical Three Crows candlestick pattern (CDLIDENTICAL3CROWS) * feat: add Three Line Strike candlestick pattern (CDL3LINESTRIKE) * feat: add Three Stars in the South candlestick pattern (CDL3STARSINSOUTH)
This commit is contained in:
kingchenc
@@ -235,6 +235,11 @@ const candleScalar = {
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SpinningTop: { make: () => new wickra.SpinningTop(), step: (ind, i) => ind.update(open[i], high[i], low[i], close[i]), batch: (ind) => ind.batch(open, high, low, close) },
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ThreeInside: { make: () => new wickra.ThreeInside(), step: (ind, i) => ind.update(open[i], high[i], low[i], close[i]), batch: (ind) => ind.batch(open, high, low, close) },
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ThreeOutside: { make: () => new wickra.ThreeOutside(), step: (ind, i) => ind.update(open[i], high[i], low[i], close[i]), batch: (ind) => ind.batch(open, high, low, close) },
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TwoCrows: { make: () => new wickra.TwoCrows(), step: (ind, i) => ind.update(open[i], high[i], low[i], close[i]), batch: (ind) => ind.batch(open, high, low, close) },
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UpsideGapTwoCrows: { make: () => new wickra.UpsideGapTwoCrows(), step: (ind, i) => ind.update(open[i], high[i], low[i], close[i]), batch: (ind) => ind.batch(open, high, low, close) },
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IdenticalThreeCrows: { make: () => new wickra.IdenticalThreeCrows(), step: (ind, i) => ind.update(open[i], high[i], low[i], close[i]), batch: (ind) => ind.batch(open, high, low, close) },
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ThreeLineStrike: { make: () => new wickra.ThreeLineStrike(), step: (ind, i) => ind.update(open[i], high[i], low[i], close[i]), batch: (ind) => ind.batch(open, high, low, close) },
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ThreeStarsInSouth: { make: () => new wickra.ThreeStarsInSouth(), step: (ind, i) => ind.update(open[i], high[i], low[i], close[i]), batch: (ind) => ind.batch(open, high, low, close) },
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};
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for (const [name, d] of Object.entries(candleScalar)) {
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Vendored
+45
@@ -2210,6 +2210,51 @@ export declare class ThreeOutside {
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isReady(): boolean
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warmupPeriod(): number
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}
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export type TwoCrowsNode = TwoCrows
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export declare class TwoCrows {
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constructor()
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update(open: number, high: number, low: number, close: number): number | null
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batch(open: Array<number>, high: Array<number>, low: Array<number>, close: Array<number>): Array<number>
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reset(): void
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isReady(): boolean
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warmupPeriod(): number
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}
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export type UpsideGapTwoCrowsNode = UpsideGapTwoCrows
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export declare class UpsideGapTwoCrows {
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constructor()
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update(open: number, high: number, low: number, close: number): number | null
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batch(open: Array<number>, high: Array<number>, low: Array<number>, close: Array<number>): Array<number>
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reset(): void
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isReady(): boolean
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warmupPeriod(): number
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}
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export type IdenticalThreeCrowsNode = IdenticalThreeCrows
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export declare class IdenticalThreeCrows {
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constructor()
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update(open: number, high: number, low: number, close: number): number | null
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batch(open: Array<number>, high: Array<number>, low: Array<number>, close: Array<number>): Array<number>
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reset(): void
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isReady(): boolean
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warmupPeriod(): number
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}
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export type ThreeLineStrikeNode = ThreeLineStrike
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export declare class ThreeLineStrike {
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constructor()
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update(open: number, high: number, low: number, close: number): number | null
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batch(open: Array<number>, high: Array<number>, low: Array<number>, close: Array<number>): Array<number>
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reset(): void
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isReady(): boolean
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warmupPeriod(): number
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}
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export type ThreeStarsInSouthNode = ThreeStarsInSouth
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export declare class ThreeStarsInSouth {
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constructor()
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update(open: number, high: number, low: number, close: number): number | null
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batch(open: Array<number>, high: Array<number>, low: Array<number>, close: Array<number>): Array<number>
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reset(): void
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isReady(): boolean
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warmupPeriod(): number
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}
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export type OrderBookImbalanceTop1Node = OrderBookImbalanceTop1
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export declare class OrderBookImbalanceTop1 {
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constructor()
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@@ -310,7 +310,7 @@ if (!nativeBinding) {
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throw new Error(`Failed to load native binding`)
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}
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const { version, SMA, EMA, WMA, RSI, DEMA, TEMA, HMA, ROC, TRIX, SMMA, TRIMA, ZLEMA, MOM, CMO, DPO, StdDev, UlcerIndex, VerticalHorizontalFilter, ZScore, McGinleyDynamic, FRAMA, SuperSmoother, FisherTransform, Decycler, CenterOfGravity, CyberneticCycle, InstantaneousTrendline, EhlersStochastic, RVIVolatility, Variance, CoefficientOfVariation, Skewness, Kurtosis, StandardError, DetrendedStdDev, RSquared, MedianAbsoluteDeviation, Autocorrelation, HurstExponent, PearsonCorrelation, Beta, PairwiseBeta, SpearmanCorrelation, PairSpreadZScore, LeadLagCrossCorrelation, Cointegration, RelativeStrengthAB, MACD, BollingerBands, ATR, Stochastic, OBV, ADX, ADXR, CCI, WilliamsR, MFI, PSAR, Keltner, Donchian, VWAP, RollingVWAP, AwesomeOscillator, Aroon, Inertia, ConnorsRSI, LaguerreRSI, SMI, KST, PGO, RVI, AwesomeOscillatorHistogram, STC, ElderImpulse, ZeroLagMACD, CFO, APO, KAMA, EVWMA, Alligator, JMA, VIDYA, ALMA, T3, TSI, PMO, TII, ADL, VolumePriceTrend, ChaikinMoneyFlow, ChaikinOscillator, ForceIndex, NVI, PVI, VolumeOscillator, KVO, WilliamsAD, AnchoredVWAP, DemandIndex, TSV, VZO, MarketFacilitationIndex, EaseOfMovement, SuperTrend, ChandelierExit, ChandeKrollStop, AtrTrailingStop, HiLoActivator, VoltyStop, YoyoExit, DonchianStop, PercentageTrailingStop, StepTrailingStop, RenkoTrailingStop, TypicalPrice, MedianPrice, WeightedClose, LinearRegression, LinRegSlope, AcceleratorOscillator, BalanceOfPower, ChoppinessIndex, TrueRange, ChaikinVolatility, YangZhangVolatility, RogersSatchellVolatility, GarmanKlassVolatility, ParkinsonVolatility, LinRegAngle, BollingerBandwidth, PercentB, NATR, HistoricalVolatility, AroonOscillator, WaveTrend, RWI, Vortex, MassIndex, StochRSI, UltimateOscillator, PPO, Coppock, VWMA, MaEnvelope, AccelerationBands, StarcBands, AtrBands, HurstChannel, LinRegChannel, StandardErrorBands, DoubleBollinger, TtmSqueeze, FractalChaosBands, VwapStdDevBands, ClassicPivots, FibonacciPivots, Camarilla, WoodiePivots, DemarkPivots, WilliamsFractals, ZigZag, TDSetup, TDSequential, TDDeMarker, TDREI, TDPressure, TDCombo, TDCountdown, TDLines, TDRangeProjection, TDDifferential, TDOpen, TDRiskLevel, InverseFisherTransform, DecyclerOscillator, RoofingFilter, EmpiricalModeDecomposition, HilbertDominantCycle, AdaptiveCycle, SineWave, MAMA, FAMA, Ichimoku, HeikinAshi, ValueArea, InitialBalance, OpeningRange, Doji, Hammer, InvertedHammer, HangingMan, ShootingStar, Engulfing, Harami, MorningEveningStar, ThreeSoldiersOrCrows, PiercingDarkCloud, Marubozu, Tweezer, SpinningTop, ThreeInside, ThreeOutside, OrderBookImbalanceTop1, OrderBookImbalanceFull, Microprice, QuotedSpread, DepthSlope, OrderBookImbalanceTopN, SignedVolume, CumulativeVolumeDelta, TradeImbalance, EffectiveSpread, RealizedSpread, KylesLambda, Footprint, FundingRate, FundingRateMean, FundingRateZScore, FundingBasis, OpenInterestDelta, OIPriceDivergence, OIWeighted, LongShortRatio, TakerBuySellRatio, LiquidationFeatures, TermStructureBasis, CalendarSpread, SharpeRatio, SortinoRatio, CalmarRatio, OmegaRatio, MaxDrawdown, AverageDrawdown, DrawdownDuration, PainIndex, ValueAtRisk, ConditionalValueAtRisk, ProfitFactor, GainLossRatio, RecoveryFactor, KellyCriterion, TreynorRatio, InformationRatio, Alpha } = nativeBinding
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const { version, SMA, EMA, WMA, RSI, DEMA, TEMA, HMA, ROC, TRIX, SMMA, TRIMA, ZLEMA, MOM, CMO, DPO, StdDev, UlcerIndex, VerticalHorizontalFilter, ZScore, McGinleyDynamic, FRAMA, SuperSmoother, FisherTransform, Decycler, CenterOfGravity, CyberneticCycle, InstantaneousTrendline, EhlersStochastic, RVIVolatility, Variance, CoefficientOfVariation, Skewness, Kurtosis, StandardError, DetrendedStdDev, RSquared, MedianAbsoluteDeviation, Autocorrelation, HurstExponent, PearsonCorrelation, Beta, PairwiseBeta, SpearmanCorrelation, PairSpreadZScore, LeadLagCrossCorrelation, Cointegration, RelativeStrengthAB, MACD, BollingerBands, ATR, Stochastic, OBV, ADX, ADXR, CCI, WilliamsR, MFI, PSAR, Keltner, Donchian, VWAP, RollingVWAP, AwesomeOscillator, Aroon, Inertia, ConnorsRSI, LaguerreRSI, SMI, KST, PGO, RVI, AwesomeOscillatorHistogram, STC, ElderImpulse, ZeroLagMACD, CFO, APO, KAMA, EVWMA, Alligator, JMA, VIDYA, ALMA, T3, TSI, PMO, TII, ADL, VolumePriceTrend, ChaikinMoneyFlow, ChaikinOscillator, ForceIndex, NVI, PVI, VolumeOscillator, KVO, WilliamsAD, AnchoredVWAP, DemandIndex, TSV, VZO, MarketFacilitationIndex, EaseOfMovement, SuperTrend, ChandelierExit, ChandeKrollStop, AtrTrailingStop, HiLoActivator, VoltyStop, YoyoExit, DonchianStop, PercentageTrailingStop, StepTrailingStop, RenkoTrailingStop, TypicalPrice, MedianPrice, WeightedClose, LinearRegression, LinRegSlope, AcceleratorOscillator, BalanceOfPower, ChoppinessIndex, TrueRange, ChaikinVolatility, YangZhangVolatility, RogersSatchellVolatility, GarmanKlassVolatility, ParkinsonVolatility, LinRegAngle, BollingerBandwidth, PercentB, NATR, HistoricalVolatility, AroonOscillator, WaveTrend, RWI, Vortex, MassIndex, StochRSI, UltimateOscillator, PPO, Coppock, VWMA, MaEnvelope, AccelerationBands, StarcBands, AtrBands, HurstChannel, LinRegChannel, StandardErrorBands, DoubleBollinger, TtmSqueeze, FractalChaosBands, VwapStdDevBands, ClassicPivots, FibonacciPivots, Camarilla, WoodiePivots, DemarkPivots, WilliamsFractals, ZigZag, TDSetup, TDSequential, TDDeMarker, TDREI, TDPressure, TDCombo, TDCountdown, TDLines, TDRangeProjection, TDDifferential, TDOpen, TDRiskLevel, InverseFisherTransform, DecyclerOscillator, RoofingFilter, EmpiricalModeDecomposition, HilbertDominantCycle, AdaptiveCycle, SineWave, MAMA, FAMA, Ichimoku, HeikinAshi, ValueArea, InitialBalance, OpeningRange, Doji, Hammer, InvertedHammer, HangingMan, ShootingStar, Engulfing, Harami, MorningEveningStar, ThreeSoldiersOrCrows, PiercingDarkCloud, Marubozu, Tweezer, SpinningTop, ThreeInside, ThreeOutside, TwoCrows, UpsideGapTwoCrows, IdenticalThreeCrows, ThreeLineStrike, ThreeStarsInSouth, OrderBookImbalanceTop1, OrderBookImbalanceFull, Microprice, QuotedSpread, DepthSlope, OrderBookImbalanceTopN, SignedVolume, CumulativeVolumeDelta, TradeImbalance, EffectiveSpread, RealizedSpread, KylesLambda, Footprint, FundingRate, FundingRateMean, FundingRateZScore, FundingBasis, OpenInterestDelta, OIPriceDivergence, OIWeighted, LongShortRatio, TakerBuySellRatio, LiquidationFeatures, TermStructureBasis, CalendarSpread, SharpeRatio, SortinoRatio, CalmarRatio, OmegaRatio, MaxDrawdown, AverageDrawdown, DrawdownDuration, PainIndex, ValueAtRisk, ConditionalValueAtRisk, ProfitFactor, GainLossRatio, RecoveryFactor, KellyCriterion, TreynorRatio, InformationRatio, Alpha } = nativeBinding
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module.exports.version = version
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module.exports.SMA = SMA
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@@ -515,6 +515,11 @@ module.exports.Tweezer = Tweezer
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module.exports.SpinningTop = SpinningTop
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module.exports.ThreeInside = ThreeInside
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module.exports.ThreeOutside = ThreeOutside
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module.exports.TwoCrows = TwoCrows
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module.exports.UpsideGapTwoCrows = UpsideGapTwoCrows
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module.exports.IdenticalThreeCrows = IdenticalThreeCrows
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module.exports.ThreeLineStrike = ThreeLineStrike
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module.exports.ThreeStarsInSouth = ThreeStarsInSouth
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module.exports.OrderBookImbalanceTop1 = OrderBookImbalanceTop1
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module.exports.OrderBookImbalanceFull = OrderBookImbalanceFull
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module.exports.Microprice = Microprice
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@@ -8753,6 +8753,23 @@ node_candle_pattern!(TweezerNode, wc::Tweezer, "Tweezer");
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node_candle_pattern!(SpinningTopNode, wc::SpinningTop, "SpinningTop");
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node_candle_pattern!(ThreeInsideNode, wc::ThreeInside, "ThreeInside");
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node_candle_pattern!(ThreeOutsideNode, wc::ThreeOutside, "ThreeOutside");
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node_candle_pattern!(TwoCrowsNode, wc::TwoCrows, "TwoCrows");
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node_candle_pattern!(
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UpsideGapTwoCrowsNode,
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wc::UpsideGapTwoCrows,
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"UpsideGapTwoCrows"
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);
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node_candle_pattern!(
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IdenticalThreeCrowsNode,
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wc::IdenticalThreeCrows,
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"IdenticalThreeCrows"
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);
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node_candle_pattern!(ThreeLineStrikeNode, wc::ThreeLineStrike, "ThreeLineStrike");
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node_candle_pattern!(
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ThreeStarsInSouthNode,
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wc::ThreeStarsInSouth,
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"ThreeStarsInSouth"
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);
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// ============================== Microstructure: Order Book ==============================
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//
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@@ -240,6 +240,11 @@ from ._wickra import (
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SpinningTop,
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ThreeInside,
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ThreeOutside,
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TwoCrows,
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UpsideGapTwoCrows,
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IdenticalThreeCrows,
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ThreeLineStrike,
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ThreeStarsInSouth,
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# Microstructure: order book
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OrderBookImbalanceTop1,
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OrderBookImbalanceTopN,
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@@ -507,6 +512,11 @@ __all__ = [
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"SpinningTop",
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"ThreeInside",
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"ThreeOutside",
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"TwoCrows",
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"UpsideGapTwoCrows",
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"IdenticalThreeCrows",
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"ThreeLineStrike",
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"ThreeStarsInSouth",
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# Microstructure: order book
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"OrderBookImbalanceTop1",
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"OrderBookImbalanceTopN",
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@@ -11615,6 +11615,23 @@ candle_pattern_no_param!(PyTweezer, wc::Tweezer, "Tweezer");
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candle_pattern_no_param!(PySpinningTop, wc::SpinningTop, "SpinningTop");
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candle_pattern_no_param!(PyThreeInside, wc::ThreeInside, "ThreeInside");
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candle_pattern_no_param!(PyThreeOutside, wc::ThreeOutside, "ThreeOutside");
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candle_pattern_no_param!(PyTwoCrows, wc::TwoCrows, "TwoCrows");
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candle_pattern_no_param!(
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PyUpsideGapTwoCrows,
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wc::UpsideGapTwoCrows,
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"UpsideGapTwoCrows"
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);
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candle_pattern_no_param!(
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PyIdenticalThreeCrows,
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wc::IdenticalThreeCrows,
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"IdenticalThreeCrows"
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);
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candle_pattern_no_param!(PyThreeLineStrike, wc::ThreeLineStrike, "ThreeLineStrike");
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candle_pattern_no_param!(
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PyThreeStarsInSouth,
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wc::ThreeStarsInSouth,
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"ThreeStarsInSouth"
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);
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// ============================== Microstructure: Order Book ==============================
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//
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@@ -14112,6 +14129,11 @@ fn _wickra(_py: Python<'_>, m: &Bound<'_, PyModule>) -> PyResult<()> {
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m.add_class::<PySpinningTop>()?;
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m.add_class::<PyThreeInside>()?;
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m.add_class::<PyThreeOutside>()?;
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m.add_class::<PyTwoCrows>()?;
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m.add_class::<PyUpsideGapTwoCrows>()?;
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m.add_class::<PyIdenticalThreeCrows>()?;
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m.add_class::<PyThreeLineStrike>()?;
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m.add_class::<PyThreeStarsInSouth>()?;
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// Microstructure: order book.
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m.add_class::<PyOrderBookImbalanceTop1>()?;
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m.add_class::<PyOrderBookImbalanceTopN>()?;
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@@ -523,6 +523,26 @@ CANDLE_SCALAR = {
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lambda: ta.ThreeOutside(),
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lambda ind, h, l, c, v: ind.batch(c, h, l, c),
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),
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"TwoCrows": (
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lambda: ta.TwoCrows(),
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lambda ind, h, l, c, v: ind.batch(c, h, l, c),
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),
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"UpsideGapTwoCrows": (
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lambda: ta.UpsideGapTwoCrows(),
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lambda ind, h, l, c, v: ind.batch(c, h, l, c),
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),
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"IdenticalThreeCrows": (
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lambda: ta.IdenticalThreeCrows(),
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lambda ind, h, l, c, v: ind.batch(c, h, l, c),
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),
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"ThreeLineStrike": (
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lambda: ta.ThreeLineStrike(),
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lambda ind, h, l, c, v: ind.batch(c, h, l, c),
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),
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"ThreeStarsInSouth": (
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lambda: ta.ThreeStarsInSouth(),
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lambda ind, h, l, c, v: ind.batch(c, h, l, c),
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),
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}
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@@ -1851,6 +1871,42 @@ def test_three_outside_reference():
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assert t.update((11.5, 13.0, 11.4, 12.5, 1.0, 2)) == pytest.approx(1.0)
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def test_two_crows_reference():
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t = ta.TwoCrows()
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assert t.update((10.0, 12.2, 9.9, 12.0, 1.0, 0)) == pytest.approx(0.0)
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assert t.update((14.0, 14.2, 12.9, 13.0, 1.0, 1)) == pytest.approx(0.0)
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assert t.update((13.5, 13.6, 10.9, 11.0, 1.0, 2)) == pytest.approx(-1.0)
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def test_upside_gap_two_crows_reference():
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t = ta.UpsideGapTwoCrows()
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assert t.update((10.0, 12.2, 9.9, 12.0, 1.0, 0)) == pytest.approx(0.0)
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assert t.update((14.0, 14.2, 12.9, 13.0, 1.0, 1)) == pytest.approx(0.0)
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assert t.update((15.0, 15.2, 12.4, 12.5, 1.0, 2)) == pytest.approx(-1.0)
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def test_identical_three_crows_reference():
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t = ta.IdenticalThreeCrows()
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assert t.update((13.0, 13.1, 11.9, 12.0, 1.0, 0)) == pytest.approx(0.0)
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assert t.update((12.0, 12.1, 10.9, 11.0, 1.0, 1)) == pytest.approx(0.0)
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assert t.update((11.0, 11.1, 9.9, 10.0, 1.0, 2)) == pytest.approx(-1.0)
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def test_three_line_strike_reference():
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t = ta.ThreeLineStrike()
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assert t.update((10.0, 11.1, 9.9, 11.0, 1.0, 0)) == pytest.approx(0.0)
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assert t.update((10.5, 12.1, 10.4, 12.0, 1.0, 1)) == pytest.approx(0.0)
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assert t.update((11.5, 13.1, 11.4, 13.0, 1.0, 2)) == pytest.approx(0.0)
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assert t.update((13.5, 13.6, 9.4, 9.5, 1.0, 3)) == pytest.approx(1.0)
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def test_three_stars_in_south_reference():
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t = ta.ThreeStarsInSouth()
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assert t.update((20.0, 20.1, 8.0, 15.0, 1.0, 0)) == pytest.approx(0.0)
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assert t.update((18.0, 18.1, 12.0, 16.0, 1.0, 1)) == pytest.approx(0.0)
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assert t.update((15.0, 15.0, 14.0, 14.0, 1.0, 2)) == pytest.approx(1.0)
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# --- Lifecycle ------------------------------------------------------------
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@@ -6330,6 +6330,23 @@ wasm_candle_pattern!(WasmTweezer, wc::Tweezer, Tweezer);
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wasm_candle_pattern!(WasmSpinningTop, wc::SpinningTop, SpinningTop);
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wasm_candle_pattern!(WasmThreeInside, wc::ThreeInside, ThreeInside);
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wasm_candle_pattern!(WasmThreeOutside, wc::ThreeOutside, ThreeOutside);
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wasm_candle_pattern!(WasmTwoCrows, wc::TwoCrows, TwoCrows);
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wasm_candle_pattern!(
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WasmUpsideGapTwoCrows,
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wc::UpsideGapTwoCrows,
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UpsideGapTwoCrows
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);
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wasm_candle_pattern!(
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WasmIdenticalThreeCrows,
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wc::IdenticalThreeCrows,
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IdenticalThreeCrows
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);
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wasm_candle_pattern!(WasmThreeLineStrike, wc::ThreeLineStrike, ThreeLineStrike);
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wasm_candle_pattern!(
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WasmThreeStarsInSouth,
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wc::ThreeStarsInSouth,
|
||||
ThreeStarsInSouth
|
||||
);
|
||||
|
||||
// ============================== Microstructure: Order Book ==============================
|
||||
//
|
||||
|
||||
Reference in New Issue
Block a user