feat: tvwap calculations

price-feeder/CHANGELOG.md

@@ -55,6 +55,7 @@ Ref: https://keepachangelog.com/en/1.0.0/
 - [#569](https://github.com/umee-network/umee/pull/569) Update Huobi provider to use WebSocket.
 - [#580](https://github.com/umee-network/umee/pull/580) Update Kraken provider to use WebSocket.
 - [#592](https://github.com/umee-network/umee/pull/592) Add subscribe ticker function to the following providers: Binance, Huobi, Kraken, and Okx.
+- [#601](https://github.com/umee-network/umee/pull/601) Use TVWAP formula for determining prices when available.
 
 ### Bug Fixes
 

price-feeder/oracle/oracle.go

@@ -148,13 +148,16 @@ func (o *Oracle) GetPrices() map[string]sdk.Dec {
 	return prices
 }
 
-// SetPrices retrieve all the prices from our set of providers as determined
-// in the config, average them out, and update the oracle's current exchange
-// rates.
+// SetPrices retrieves all the prices and candles from our set of providers as
+// determined in the config. If candles are available, uses TVWAP in order
+// to determine prices. If candles are not available, uses the most recent prices
+// with VWAP. Warns the the user of any missing prices, and filters out any faulty
+// providers which do not report prices within 2𝜎 of the others.
 func (o *Oracle) SetPrices(ctx context.Context, acceptList oracletypes.DenomList) error {
 	g := new(errgroup.Group)
 	mtx := new(sync.Mutex)
 	providerPrices := make(map[string]map[string]provider.TickerPrice)
+	providerCandles := make(map[string]map[string][]provider.CandlePrice)
 	requiredRates := make(map[string]struct{})
 
 	for providerName, currencyPairs := range o.providerPairs {
@@ -185,19 +188,36 @@ func (o *Oracle) SetPrices(ctx context.Context, acceptList oracletypes.DenomList
 				return err
 			}
 
+			candles, err := priceProvider.GetCandlePrices(acceptedPairs...)
+			if err != nil {
+				telemetry.IncrCounter(1, "failure", "provider")
+				return err
+			}
+
 			// flatten and collect prices based on the base currency per provider
 			//
 			// e.g.: {ProviderKraken: {"ATOM": <price, volume>, ...}}
 			mtx.Lock()
-			for _, cp := range acceptedPairs {
+			for _, pair := range acceptedPairs {
 				if _, ok := providerPrices[providerName]; !ok {
 					providerPrices[providerName] = make(map[string]provider.TickerPrice)
 				}
-				if tp, ok := prices[cp.String()]; ok {
-					providerPrices[providerName][cp.Base] = tp
-				} else {
+				if _, ok := providerCandles[providerName]; !ok {
+					providerCandles[providerName] = make(map[string][]provider.CandlePrice)
+				}
+
+				tp, pricesOk := prices[pair.String()]
+				cp, candlesOk := candles[pair.String()]
+				if pricesOk {
+					providerPrices[providerName][pair.Base] = tp
+				}
+				if candlesOk {
+					providerCandles[providerName][pair.Base] = cp
+				}
+
+				if !pricesOk && !candlesOk {
 					mtx.Unlock()
-					return fmt.Errorf("failed to find exchange rate in provider response")
+					return fmt.Errorf("failed to find any exchange rates in provider response")
 				}
 			}
 			mtx.Unlock()
@@ -219,6 +239,7 @@ func (o *Oracle) SetPrices(ctx context.Context, acceptList oracletypes.DenomList
 		}
 	}
 
+	// warn the user of any missing prices
 	if len(reportedRates) != len(requiredRates) {
 		return fmt.Errorf("unable to get prices for all exchange rates")
 	}
@@ -228,17 +249,29 @@ func (o *Oracle) SetPrices(ctx context.Context, acceptList oracletypes.DenomList
 		}
 	}
 
-	filteredProviderPrices, err := o.filterDeviations(providerPrices)
+	// attempt to use candles for tvwap calculations
+	tvwapPrices, err := ComputeTVWAP(providerCandles)
 	if err != nil {
 		return err
 	}
 
-	vwapPrices, err := ComputeVWAP(filteredProviderPrices)
-	if err != nil {
-		return err
-	}
+	// If TVWAP candles are not available or were filtered out due to staleness,
+	// use most recent prices & VWAP instead.
+	if len(tvwapPrices) == 0 {
+		filteredProviderPrices, err := o.filterDeviations(providerPrices)
+		if err != nil {
+			return err
+		}
 
-	o.prices = vwapPrices
+		vwapPrices, err := ComputeVWAP(filteredProviderPrices)
+		if err != nil {
+			return err
+		}
+
+		o.prices = vwapPrices
+	} else {
+		o.prices = tvwapPrices
+	}
 
 	return nil
 }
@@ -323,7 +356,8 @@ func (o *Oracle) getOrSetProvider(ctx context.Context, providerName string) (pro
 // all assets, and filter out any providers that are not within 2𝜎 of the mean.
 func (o *Oracle) filterDeviations(
 	prices map[string]map[string]provider.TickerPrice) (
-	map[string]map[string]provider.TickerPrice, error) {
+	map[string]map[string]provider.TickerPrice, error,
+) {
 	var (
 		filteredPrices = make(map[string]map[string]provider.TickerPrice)
 		threshold      = sdk.MustNewDecFromStr("2")

price-feeder/oracle/oracle_test.go

@@ -27,6 +27,20 @@ func (m mockProvider) GetTickerPrices(_ ...types.CurrencyPair) (map[string]provi
 	return m.prices, nil
 }
 
+func (m mockProvider) GetCandlePrices(_ ...types.CurrencyPair) (map[string][]provider.CandlePrice, error) {
+	candles := make(map[string][]provider.CandlePrice)
+	for pair, price := range m.prices {
+		candles[pair] = []provider.CandlePrice{
+			{
+				Price:     price.Price,
+				TimeStamp: provider.PastUnixTime(1 * time.Minute),
+				Volume:    price.Volume,
+			},
+		}
+	}
+	return candles, nil
+}
+
 type failingProvider struct {
 	prices map[string]provider.TickerPrice
 }
@@ -35,6 +49,10 @@ func (m failingProvider) GetTickerPrices(_ ...types.CurrencyPair) (map[string]pr
 	return nil, fmt.Errorf("unable to get ticker prices")
 }
 
+func (m failingProvider) GetCandlePrices(_ ...types.CurrencyPair) (map[string][]provider.CandlePrice, error) {
+	return nil, fmt.Errorf("unable to get candle prices")
+}
+
 type OracleTestSuite struct {
 	suite.Suite
 

price-feeder/oracle/provider/binance.go

@@ -31,9 +31,9 @@ type (
 		wsURL           url.URL
 		wsClient        *websocket.Conn
 		logger          zerolog.Logger
-		mtx             sync.Mutex
+		mtx             sync.RWMutex
 		tickers         map[string]BinanceTicker      // Symbol => BinanceTicker
-		candles         map[string]BinanceCandle      // Symbol => BinanceCandle
+		candles         map[string][]BinanceCandle    // Symbol => BinanceCandle
 		subscribedPairs map[string]types.CurrencyPair // Symbol => types.CurrencyPair
 	}
 
@@ -87,7 +87,7 @@ func NewBinanceProvider(ctx context.Context, logger zerolog.Logger, pairs ...typ
 		wsClient:        wsConn,
 		logger:          logger.With().Str("provider", "binance").Logger(),
 		tickers:         map[string]BinanceTicker{},
-		candles:         map[string]BinanceCandle{},
+		candles:         map[string][]BinanceCandle{},
 		subscribedPairs: map[string]types.CurrencyPair{},
 	}
 
@@ -136,7 +136,26 @@ func (p *BinanceProvider) GetTickerPrices(pairs ...types.CurrencyPair) (map[stri
 	return tickerPrices, nil
 }
 
+// GetCandlePrices returns the candlePrices based on the provided pairs.
+func (p *BinanceProvider) GetCandlePrices(pairs ...types.CurrencyPair) (map[string][]CandlePrice, error) {
+	candlePrices := make(map[string][]CandlePrice, len(pairs))
+
+	for _, cp := range pairs {
+		key := cp.String()
+		prices, err := p.getCandlePrices(key)
+		if err != nil {
+			return nil, err
+		}
+		candlePrices[key] = prices
+	}
+
+	return candlePrices, nil
+}
+
 func (p *BinanceProvider) getTickerPrice(key string) (TickerPrice, error) {
+	p.mtx.RLock()
+	defer p.mtx.RUnlock()
+
 	ticker, ok := p.tickers[key]
 	if !ok {
 		return TickerPrice{}, fmt.Errorf("binance provider failed to get ticker price for %s", key)
@@ -145,13 +164,24 @@ func (p *BinanceProvider) getTickerPrice(key string) (TickerPrice, error) {
 	return ticker.toTickerPrice()
 }
 
-func (p *BinanceProvider) getTickerTrades(key string) (BinanceCandle, error) {
-	candle, ok := p.candles[key]
+func (p *BinanceProvider) getCandlePrices(key string) ([]CandlePrice, error) {
+	p.mtx.RLock()
+	defer p.mtx.RUnlock()
+
+	candles, ok := p.candles[key]
 	if !ok {
-		return BinanceCandle{}, fmt.Errorf("failed to get ticker trades for %s", key)
+		return []CandlePrice{}, fmt.Errorf("failed to get candle prices for %s", key)
 	}
 
-	return candle, nil
+	candleList := []CandlePrice{}
+	for _, candle := range candles {
+		cp, err := candle.toCandlePrice()
+		if err != nil {
+			return []CandlePrice{}, err
+		}
+		candleList = append(candleList, cp)
+	}
+	return candleList, nil
 }
 
 func (p *BinanceProvider) messageReceived(messageType int, bz []byte) {
@@ -191,13 +221,27 @@ func (p *BinanceProvider) setTickerPair(ticker BinanceTicker) {
 func (p *BinanceProvider) setCandlePair(candle BinanceCandle) {
 	p.mtx.Lock()
 	defer p.mtx.Unlock()
-	p.candles[candle.Symbol] = candle
+	staleTime := PastUnixTime(providerCandlePeriod)
+	candleList := []BinanceCandle{}
+	candleList = append(candleList, candle)
+
+	for _, c := range p.candles[candle.Symbol] {
+		if staleTime < c.Metadata.TimeStamp {
+			candleList = append(candleList, c)
+		}
+	}
+	p.candles[candle.Symbol] = candleList
 }
 
 func (ticker BinanceTicker) toTickerPrice() (TickerPrice, error) {
 	return newTickerPrice("Binance", ticker.Symbol, ticker.LastPrice, ticker.Volume)
 }
 
+func (candle BinanceCandle) toCandlePrice() (CandlePrice, error) {
+	return newCandlePrice("Binance", candle.Symbol, candle.Metadata.Close, candle.Metadata.Volume,
+		candle.Metadata.TimeStamp)
+}
+
 func (p *BinanceProvider) handleWebSocketMsgs(ctx context.Context) {
 	reconnectTicker := time.NewTicker(defaultMaxConnectionTime)
 	defer reconnectTicker.Stop()

price-feeder/oracle/provider/huobi.go

@@ -36,9 +36,9 @@ type (
 		wsURL           url.URL
 		wsClient        *websocket.Conn
 		logger          zerolog.Logger
-		mtx             sync.Mutex
+		mtx             sync.RWMutex
 		tickers         map[string]HuobiTicker        // market.$symbol.ticker => HuobiTicker
-		candles         map[string]HuobiCandle        // market.$symbol.kline.$period => HuobiCandle
+		candles         map[string][]HuobiCandle      // market.$symbol.kline.$period => HuobiCandle
 		subscribedPairs map[string]types.CurrencyPair // Symbol => types.CurrencyPair
 	}
 
@@ -65,9 +65,9 @@ type (
 
 	// HuobiCandleTick defines the response type for the candle.
 	HuobiCandleTick struct {
-		Close     float64 `json:"close"`  // Closing price during this period
-		TimeStamp int64   `json:"id"`     // TimeStamp for this as an ID
-		Volume    float64 `json:"volume"` // Volume during this period
+		Close     float64 `json:"close"` // Closing price during this period
+		TimeStamp int64   `json:"id"`    // TimeStamp for this as an ID
+		Volume    float64 `json:"vol"`   // Volume during this period
 	}
 
 	// HuobiSubscriptionMsg Msg to subscribe to one ticker channel at time.
@@ -94,7 +94,7 @@ func NewHuobiProvider(ctx context.Context, logger zerolog.Logger, pairs ...types
 		wsClient:        wsConn,
 		logger:          logger.With().Str("provider", "huobi").Logger(),
 		tickers:         map[string]HuobiTicker{},
-		candles:         map[string]HuobiCandle{},
+		candles:         map[string][]HuobiCandle{},
 		subscribedPairs: map[string]types.CurrencyPair{},
 	}
 
@@ -122,6 +122,21 @@ func (p *HuobiProvider) GetTickerPrices(pairs ...types.CurrencyPair) (map[string
 	return tickerPrices, nil
 }
 
+// GetTickerPrices returns the tickerPrices based on the saved map.
+func (p *HuobiProvider) GetCandlePrices(pairs ...types.CurrencyPair) (map[string][]CandlePrice, error) {
+	candlePrices := make(map[string][]CandlePrice, len(pairs))
+
+	for _, cp := range pairs {
+		price, err := p.getCandlePrices(cp)
+		if err != nil {
+			return nil, err
+		}
+		candlePrices[cp.String()] = price
+	}
+
+	return candlePrices, nil
+}
+
 // SubscribeTickers subscribe all currency pairs into ticker and candle channels.
 func (p *HuobiProvider) SubscribeTickers(cps ...types.CurrencyPair) error {
 	for _, cp := range cps {
@@ -252,7 +267,18 @@ func (p *HuobiProvider) setTickerPair(ticker HuobiTicker) {
 func (p *HuobiProvider) setCandlePair(candle HuobiCandle) {
 	p.mtx.Lock()
 	defer p.mtx.Unlock()
-	p.candles[candle.CH] = candle
+	// huobi time period comes in seconds
+	candle.Tick.TimeStamp = candle.Tick.TimeStamp * 1000
+	staleTime := PastUnixTime(providerCandlePeriod)
+	candleList := []HuobiCandle{}
+	candleList = append(candleList, candle)
+
+	for _, c := range p.candles[candle.CH] {
+		if staleTime < c.Tick.TimeStamp {
+			candleList = append(candleList, c)
+		}
+	}
+	p.candles[candle.CH] = candleList
 }
 
 // reconnect closes the last WS connection and create a new one.
@@ -291,14 +317,37 @@ func (p *HuobiProvider) subscribeCandlePair(cp types.CurrencyPair) error {
 }
 
 func (p *HuobiProvider) getTickerPrice(cp types.CurrencyPair) (TickerPrice, error) {
+	p.mtx.RLock()
+	defer p.mtx.RUnlock()
+
 	ticker, ok := p.tickers[currencyPairToHuobiTickerPair(cp)]
 	if !ok {
-		return TickerPrice{}, fmt.Errorf("huobi provider failed to get ticker price for %s", cp.String())
+		return TickerPrice{}, fmt.Errorf("failed to get ticker price for %s", cp.String())
 	}
 
 	return ticker.toTickerPrice()
 }
 
+func (p *HuobiProvider) getCandlePrices(cp types.CurrencyPair) ([]CandlePrice, error) {
+	p.mtx.RLock()
+	defer p.mtx.RUnlock()
+
+	candles, ok := p.candles[currencyPairToHuobiCandlePair(cp)]
+	if !ok {
+		return []CandlePrice{}, fmt.Errorf("failed to get candles price for %s", cp.String())
+	}
+
+	candleList := []CandlePrice{}
+	for _, candle := range candles {
+		cp, err := candle.toCandlePrice()
+		if err != nil {
+			return []CandlePrice{}, err
+		}
+		candleList = append(candleList, cp)
+	}
+	return candleList, nil
+}
+
 // setSubscribedPairs sets N currency pairs to the map of subscribed pairs.
 func (p *HuobiProvider) setSubscribedPairs(cps ...types.CurrencyPair) {
 	p.mtx.Lock()
@@ -330,6 +379,16 @@ func (ticker HuobiTicker) toTickerPrice() (TickerPrice, error) {
 	)
 }
 
+func (candle HuobiCandle) toCandlePrice() (CandlePrice, error) {
+	return newCandlePrice(
+		"Huobi",
+		candle.CH,
+		strconv.FormatFloat(candle.Tick.Close, 'f', -1, 64),
+		strconv.FormatFloat(candle.Tick.Volume, 'f', -1, 64),
+		candle.Tick.TimeStamp,
+	)
+}
+
 // newHuobiTickerSubscriptionMsg returns a new ticker subscription Msg.
 func newHuobiTickerSubscriptionMsg(cp types.CurrencyPair) HuobiSubscriptionMsg {
 	return HuobiSubscriptionMsg{