import { ethers } from 'ethers' import log from 'loglevel' import BigNumber from 'bignumber.js' import { ObservableStore } from '@metamask/obs-store' import { mapValues, cloneDeep } from 'lodash' import abi from 'human-standard-token-abi' import { calcTokenAmount } from '../../../ui/app/helpers/utils/token-util' import { calcGasTotal } from '../../../ui/app/pages/send/send.utils' import { conversionUtil } from '../../../ui/app/helpers/utils/conversion-util' import { ETH_SWAPS_TOKEN_ADDRESS, DEFAULT_ERC20_APPROVE_GAS, QUOTES_EXPIRED_ERROR, QUOTES_NOT_AVAILABLE_ERROR, SWAPS_FETCH_ORDER_CONFLICT, } from '../../../ui/app/helpers/constants/swaps' import { fetchTradesInfo as defaultFetchTradesInfo, fetchSwapsFeatureLiveness as defaultFetchSwapsFeatureLiveness, fetchSwapsQuoteRefreshTime as defaultFetchSwapsQuoteRefreshTime, } from '../../../ui/app/pages/swaps/swaps.util' const METASWAP_ADDRESS = '0x881d40237659c251811cec9c364ef91dc08d300c' // The MAX_GAS_LIMIT is a number that is higher than the maximum gas costs we have observed on any aggregator const MAX_GAS_LIMIT = 2500000 // To ensure that our serves are not spammed if MetaMask is left idle, we limit the number of fetches for quotes that are made on timed intervals. // 3 seems to be an appropriate balance of giving users the time they need when MetaMask is not left idle, and turning polling off when it is. const POLL_COUNT_LIMIT = 3 // If for any reason the MetaSwap API fails to provide a refresh time, // provide a reasonable fallback to avoid further errors const FALLBACK_QUOTE_REFRESH_TIME = 60000 // This is the amount of time to wait, after successfully fetching quotes // and their gas estimates, before fetching for new quotes const QUOTE_POLLING_DIFFERENCE_INTERVAL = 10 * 1000 function calculateGasEstimateWithRefund( maxGas = MAX_GAS_LIMIT, estimatedRefund = 0, estimatedGas = 0, ) { const maxGasMinusRefund = new BigNumber(maxGas, 10).minus(estimatedRefund, 10) const gasEstimateWithRefund = maxGasMinusRefund.lt(estimatedGas, 16) ? maxGasMinusRefund.toString(16) : estimatedGas return gasEstimateWithRefund } const initialState = { swapsState: { quotes: {}, fetchParams: null, tokens: null, tradeTxId: null, approveTxId: null, quotesLastFetched: null, customMaxGas: '', customGasPrice: null, selectedAggId: null, customApproveTxData: '', errorKey: '', topAggId: null, routeState: '', swapsFeatureIsLive: false, swapsQuoteRefreshTime: FALLBACK_QUOTE_REFRESH_TIME, }, } export default class SwapsController { constructor({ getBufferedGasLimit, networkController, provider, getProviderConfig, tokenRatesStore, fetchTradesInfo = defaultFetchTradesInfo, fetchSwapsFeatureLiveness = defaultFetchSwapsFeatureLiveness, fetchSwapsQuoteRefreshTime = defaultFetchSwapsQuoteRefreshTime, }) { this.store = new ObservableStore({ swapsState: { ...initialState.swapsState }, }) this._fetchTradesInfo = fetchTradesInfo this._fetchSwapsFeatureLiveness = fetchSwapsFeatureLiveness this._fetchSwapsQuoteRefreshTime = fetchSwapsQuoteRefreshTime this.getBufferedGasLimit = getBufferedGasLimit this.tokenRatesStore = tokenRatesStore this.pollCount = 0 this.getProviderConfig = getProviderConfig this.indexOfNewestCallInFlight = 0 this.ethersProvider = new ethers.providers.Web3Provider(provider) this._currentNetwork = networkController.store.getState().network networkController.on('networkDidChange', (network) => { if (network !== 'loading' && network !== this._currentNetwork) { this._currentNetwork = network this.ethersProvider = new ethers.providers.Web3Provider(provider) } }) this._setupSwapsLivenessFetching() } // Sets the refresh rate for quote updates from the MetaSwap API async _setSwapsQuoteRefreshTime() { // Default to fallback time unless API returns valid response let swapsQuoteRefreshTime = FALLBACK_QUOTE_REFRESH_TIME try { swapsQuoteRefreshTime = await this._fetchSwapsQuoteRefreshTime() } catch (e) { console.error('Request for swaps quote refresh time failed: ', e) } const { swapsState } = this.store.getState() this.store.updateState({ swapsState: { ...swapsState, swapsQuoteRefreshTime }, }) } // Once quotes are fetched, we poll for new ones to keep the quotes up to date. Market and aggregator contract conditions can change fast enough // that quotes will no longer be available after 1 or 2 minutes. When fetchAndSetQuotes is first called it, receives fetch that parameters are stored in // state. These stored parameters are used on subsequent calls made during polling. // Note: we stop polling after 3 requests, until new quotes are explicitly asked for. The logic that enforces that maximum is in the body of fetchAndSetQuotes pollForNewQuotes() { const { swapsState: { swapsQuoteRefreshTime }, } = this.store.getState() this.pollingTimeout = setTimeout(() => { const { swapsState } = this.store.getState() this.fetchAndSetQuotes( swapsState.fetchParams, swapsState.fetchParams?.metaData, true, ) }, swapsQuoteRefreshTime - QUOTE_POLLING_DIFFERENCE_INTERVAL) } stopPollingForQuotes() { clearTimeout(this.pollingTimeout) } async fetchAndSetQuotes( fetchParams, fetchParamsMetaData = {}, isPolledRequest, ) { if (!fetchParams) { return null } // Every time we get a new request that is not from the polling, we reset the poll count so we can poll for up to three more sets of quotes with these new params. if (!isPolledRequest) { this.pollCount = 0 } // If there are any pending poll requests, clear them so that they don't get call while this new fetch is in process clearTimeout(this.pollingTimeout) if (!isPolledRequest) { this.setSwapsErrorKey('') } const indexOfCurrentCall = this.indexOfNewestCallInFlight + 1 this.indexOfNewestCallInFlight = indexOfCurrentCall let [newQuotes] = await Promise.all([ this._fetchTradesInfo(fetchParams), this._setSwapsQuoteRefreshTime(), ]) newQuotes = mapValues(newQuotes, (quote) => ({ ...quote, sourceTokenInfo: fetchParamsMetaData.sourceTokenInfo, destinationTokenInfo: fetchParamsMetaData.destinationTokenInfo, })) const quotesLastFetched = Date.now() let approvalRequired = false if ( fetchParams.sourceToken !== ETH_SWAPS_TOKEN_ADDRESS && Object.values(newQuotes).length ) { const allowance = await this._getERC20Allowance( fetchParams.sourceToken, fetchParams.fromAddress, ) // For a user to be able to swap a token, they need to have approved the MetaSwap contract to withdraw that token. // _getERC20Allowance() returns the amount of the token they have approved for withdrawal. If that amount is greater // than 0, it means that approval has already occured and is not needed. Otherwise, for tokens to be swapped, a new // call of the ERC-20 approve method is required. approvalRequired = allowance.eq(0) if (!approvalRequired) { newQuotes = mapValues(newQuotes, (quote) => ({ ...quote, approvalNeeded: null, })) } else if (!isPolledRequest) { const { gasLimit: approvalGas } = await this.timedoutGasReturn( Object.values(newQuotes)[0].approvalNeeded, ) newQuotes = mapValues(newQuotes, (quote) => ({ ...quote, approvalNeeded: { ...quote.approvalNeeded, gas: approvalGas || DEFAULT_ERC20_APPROVE_GAS, }, })) } } let topAggId = null // We can reduce time on the loading screen by only doing this after the // loading screen and best quote have rendered. if (!approvalRequired && !fetchParams?.balanceError) { newQuotes = await this.getAllQuotesWithGasEstimates(newQuotes) } if (Object.values(newQuotes).length === 0) { this.setSwapsErrorKey(QUOTES_NOT_AVAILABLE_ERROR) } else { const [ _topAggId, quotesWithSavingsAndFeeData, ] = await this._findTopQuoteAndCalculateSavings(newQuotes) topAggId = _topAggId newQuotes = quotesWithSavingsAndFeeData } // If a newer call has been made, don't update state with old information // Prevents timing conflicts between fetches if (this.indexOfNewestCallInFlight !== indexOfCurrentCall) { throw new Error(SWAPS_FETCH_ORDER_CONFLICT) } const { swapsState } = this.store.getState() let { selectedAggId } = swapsState if (!newQuotes[selectedAggId]) { selectedAggId = null } this.store.updateState({ swapsState: { ...swapsState, quotes: newQuotes, fetchParams: { ...fetchParams, metaData: fetchParamsMetaData }, quotesLastFetched, selectedAggId, topAggId, }, }) // We only want to do up to a maximum of three requests from polling. this.pollCount += 1 if (this.pollCount < POLL_COUNT_LIMIT + 1) { this.pollForNewQuotes() } else { this.resetPostFetchState() this.setSwapsErrorKey(QUOTES_EXPIRED_ERROR) return null } return [newQuotes, topAggId] } safeRefetchQuotes() { const { swapsState } = this.store.getState() if (!this.pollingTimeout && swapsState.fetchParams) { this.fetchAndSetQuotes(swapsState.fetchParams) } } setSelectedQuoteAggId(selectedAggId) { const { swapsState } = this.store.getState() this.store.updateState({ swapsState: { ...swapsState, selectedAggId } }) } setSwapsTokens(tokens) { const { swapsState } = this.store.getState() this.store.updateState({ swapsState: { ...swapsState, tokens } }) } setSwapsErrorKey(errorKey) { const { swapsState } = this.store.getState() this.store.updateState({ swapsState: { ...swapsState, errorKey } }) } async getAllQuotesWithGasEstimates(quotes) { const quoteGasData = await Promise.all( Object.values(quotes).map(async (quote) => { const { gasLimit, simulationFails } = await this.timedoutGasReturn( quote.trade, ) return [gasLimit, simulationFails, quote.aggregator] }), ) const newQuotes = {} quoteGasData.forEach(([gasLimit, simulationFails, aggId]) => { if (gasLimit && !simulationFails) { const gasEstimateWithRefund = calculateGasEstimateWithRefund( quotes[aggId].maxGas, quotes[aggId].estimatedRefund, gasLimit, ) newQuotes[aggId] = { ...quotes[aggId], gasEstimate: gasLimit, gasEstimateWithRefund, } } else if (quotes[aggId].approvalNeeded) { // If gas estimation fails, but an ERC-20 approve is needed, then we do not add any estimate property to the quote object // Such quotes will rely on the maxGas and averageGas properties from the api newQuotes[aggId] = quotes[aggId] } // If gas estimation fails and no approval is needed, then we filter that quote out, so that it is not shown to the user }) return newQuotes } timedoutGasReturn(tradeTxParams) { return new Promise((resolve) => { let gasTimedOut = false const gasTimeout = setTimeout(() => { gasTimedOut = true resolve({ gasLimit: null, simulationFails: true }) }, 5000) // Remove gas from params that will be passed to the `estimateGas` call // Including it can cause the estimate to fail if the actual gas needed // exceeds the passed gas const tradeTxParamsForGasEstimate = { data: tradeTxParams.data, from: tradeTxParams.from, to: tradeTxParams.to, value: tradeTxParams.value, } this.getBufferedGasLimit({ txParams: tradeTxParamsForGasEstimate }, 1) .then(({ gasLimit, simulationFails }) => { if (!gasTimedOut) { clearTimeout(gasTimeout) resolve({ gasLimit, simulationFails }) } }) .catch((e) => { log.error(e) if (!gasTimedOut) { clearTimeout(gasTimeout) resolve({ gasLimit: null, simulationFails: true }) } }) }) } async setInitialGasEstimate(initialAggId) { const { swapsState } = this.store.getState() const quoteToUpdate = { ...swapsState.quotes[initialAggId] } const { gasLimit: newGasEstimate, simulationFails, } = await this.timedoutGasReturn(quoteToUpdate.trade) if (newGasEstimate && !simulationFails) { const gasEstimateWithRefund = calculateGasEstimateWithRefund( quoteToUpdate.maxGas, quoteToUpdate.estimatedRefund, newGasEstimate, ) quoteToUpdate.gasEstimate = newGasEstimate quoteToUpdate.gasEstimateWithRefund = gasEstimateWithRefund } this.store.updateState({ swapsState: { ...swapsState, quotes: { ...swapsState.quotes, [initialAggId]: quoteToUpdate }, }, }) } setApproveTxId(approveTxId) { const { swapsState } = this.store.getState() this.store.updateState({ swapsState: { ...swapsState, approveTxId } }) } setTradeTxId(tradeTxId) { const { swapsState } = this.store.getState() this.store.updateState({ swapsState: { ...swapsState, tradeTxId } }) } setQuotesLastFetched(quotesLastFetched) { const { swapsState } = this.store.getState() this.store.updateState({ swapsState: { ...swapsState, quotesLastFetched } }) } setSwapsTxGasPrice(gasPrice) { const { swapsState } = this.store.getState() this.store.updateState({ swapsState: { ...swapsState, customGasPrice: gasPrice }, }) } setSwapsTxGasLimit(gasLimit) { const { swapsState } = this.store.getState() this.store.updateState({ swapsState: { ...swapsState, customMaxGas: gasLimit }, }) } setCustomApproveTxData(data) { const { swapsState } = this.store.getState() this.store.updateState({ swapsState: { ...swapsState, customApproveTxData: data }, }) } setBackgroundSwapRouteState(routeState) { const { swapsState } = this.store.getState() this.store.updateState({ swapsState: { ...swapsState, routeState } }) } setSwapsLiveness(swapsFeatureIsLive) { const { swapsState } = this.store.getState() this.store.updateState({ swapsState: { ...swapsState, swapsFeatureIsLive }, }) } resetPostFetchState() { const { swapsState } = this.store.getState() this.store.updateState({ swapsState: { ...initialState.swapsState, tokens: swapsState.tokens, fetchParams: swapsState.fetchParams, swapsFeatureIsLive: swapsState.swapsFeatureIsLive, swapsQuoteRefreshTime: swapsState.swapsQuoteRefreshTime, }, }) clearTimeout(this.pollingTimeout) } resetSwapsState() { const { swapsState } = this.store.getState() this.store.updateState({ swapsState: { ...initialState.swapsState, tokens: swapsState.tokens, swapsFeatureIsLive: swapsState.swapsFeatureIsLive, swapsQuoteRefreshTime: swapsState.swapsQuoteRefreshTime, }, }) clearTimeout(this.pollingTimeout) } async _getEthersGasPrice() { const ethersGasPrice = await this.ethersProvider.getGasPrice() return ethersGasPrice.toHexString() } async _findTopQuoteAndCalculateSavings(quotes = {}) { const tokenConversionRates = this.tokenRatesStore.getState() .contractExchangeRates const { swapsState: { customGasPrice }, } = this.store.getState() const numQuotes = Object.keys(quotes).length if (!numQuotes) { return {} } const newQuotes = cloneDeep(quotes) const usedGasPrice = customGasPrice || (await this._getEthersGasPrice()) let topAggId = null let overallValueOfBestQuoteForSorting = null Object.values(newQuotes).forEach((quote) => { const { aggregator, approvalNeeded, averageGas, destinationAmount = 0, destinationToken, destinationTokenInfo, gasEstimate, sourceAmount, sourceToken, trade, fee: metaMaskFee, } = quote const tradeGasLimitForCalculation = gasEstimate ? new BigNumber(gasEstimate, 16) : new BigNumber(averageGas || MAX_GAS_LIMIT, 10) const totalGasLimitForCalculation = tradeGasLimitForCalculation .plus(approvalNeeded?.gas || '0x0', 16) .toString(16) const gasTotalInWeiHex = calcGasTotal( totalGasLimitForCalculation, usedGasPrice, ) // trade.value is a sum of different values depending on the transaction. // It always includes any external fees charged by the quote source. In // addition, if the source asset is ETH, trade.value includes the amount // of swapped ETH. const totalWeiCost = new BigNumber(gasTotalInWeiHex, 16).plus( trade.value, 16, ) const totalEthCost = conversionUtil(totalWeiCost, { fromCurrency: 'ETH', fromDenomination: 'WEI', toDenomination: 'ETH', fromNumericBase: 'BN', numberOfDecimals: 6, }) // The total fee is aggregator/exchange fees plus gas fees. // If the swap is from ETH, subtract the sourceAmount from the total cost. // Otherwise, the total fee is simply trade.value plus gas fees. const ethFee = sourceToken === ETH_SWAPS_TOKEN_ADDRESS ? conversionUtil( totalWeiCost.minus(sourceAmount, 10), // sourceAmount is in wei { fromCurrency: 'ETH', fromDenomination: 'WEI', toDenomination: 'ETH', fromNumericBase: 'BN', numberOfDecimals: 6, }, ) : totalEthCost const decimalAdjustedDestinationAmount = calcTokenAmount( destinationAmount, destinationTokenInfo.decimals, ) const tokenPercentageOfPreFeeDestAmount = new BigNumber(100, 10) .minus(metaMaskFee, 10) .div(100) const destinationAmountBeforeMetaMaskFee = decimalAdjustedDestinationAmount.div( tokenPercentageOfPreFeeDestAmount, ) const metaMaskFeeInTokens = destinationAmountBeforeMetaMaskFee.minus( decimalAdjustedDestinationAmount, ) const tokenConversionRate = tokenConversionRates[destinationToken] const conversionRateForSorting = tokenConversionRate || 1 const ethValueOfTokens = decimalAdjustedDestinationAmount.times( conversionRateForSorting, 10, ) const conversionRateForCalculations = destinationToken === ETH_SWAPS_TOKEN_ADDRESS ? 1 : tokenConversionRate const overallValueOfQuoteForSorting = conversionRateForCalculations === undefined ? ethValueOfTokens : ethValueOfTokens.minus(ethFee, 10) quote.ethFee = ethFee.toString(10) if (conversionRateForCalculations !== undefined) { quote.ethValueOfTokens = ethValueOfTokens.toString(10) quote.overallValueOfQuote = overallValueOfQuoteForSorting.toString(10) quote.metaMaskFeeInEth = metaMaskFeeInTokens .times(conversionRateForCalculations) .toString(10) } if ( overallValueOfBestQuoteForSorting === null || overallValueOfQuoteForSorting.gt(overallValueOfBestQuoteForSorting) ) { topAggId = aggregator overallValueOfBestQuoteForSorting = overallValueOfQuoteForSorting } }) const isBest = newQuotes[topAggId].destinationToken === ETH_SWAPS_TOKEN_ADDRESS || Boolean(tokenConversionRates[newQuotes[topAggId]?.destinationToken]) let savings = null if (isBest) { const bestQuote = newQuotes[topAggId] savings = {} const { ethFee: medianEthFee, metaMaskFeeInEth: medianMetaMaskFee, ethValueOfTokens: medianEthValueOfTokens, } = getMedianEthValueQuote(Object.values(newQuotes)) // Performance savings are calculated as: // (ethValueOfTokens for the best trade) - (ethValueOfTokens for the media trade) savings.performance = new BigNumber(bestQuote.ethValueOfTokens, 10).minus( medianEthValueOfTokens, 10, ) // Fee savings are calculated as: // (fee for the median trade) - (fee for the best trade) savings.fee = new BigNumber(medianEthFee).minus(bestQuote.ethFee, 10) savings.metaMaskFee = bestQuote.metaMaskFeeInEth // Total savings are calculated as: // performance savings + fee savings - metamask fee savings.total = savings.performance .plus(savings.fee) .minus(savings.metaMaskFee) .toString(10) savings.performance = savings.performance.toString(10) savings.fee = savings.fee.toString(10) savings.medianMetaMaskFee = medianMetaMaskFee newQuotes[topAggId].isBestQuote = true newQuotes[topAggId].savings = savings } return [topAggId, newQuotes] } async _getERC20Allowance(contractAddress, walletAddress) { const contract = new ethers.Contract( contractAddress, abi, this.ethersProvider, ) return await contract.allowance(walletAddress, METASWAP_ADDRESS) } /** * Sets up the fetching of the swaps feature liveness flag from our API. * Performs an initial fetch when called, then fetches on a 10-minute * interval. * * If the browser goes offline, the interval is cleared and swaps are disabled * until the value can be fetched again. */ _setupSwapsLivenessFetching() { const TEN_MINUTES_MS = 10 * 60 * 1000 let intervalId = null const fetchAndSetupInterval = () => { if (window.navigator.onLine && intervalId === null) { // Set the interval first to prevent race condition between listener and // initial call to this function. intervalId = setInterval( this._fetchAndSetSwapsLiveness.bind(this), TEN_MINUTES_MS, ) this._fetchAndSetSwapsLiveness() } } window.addEventListener('online', fetchAndSetupInterval) window.addEventListener('offline', () => { if (intervalId !== null) { clearInterval(intervalId) intervalId = null const { swapsState } = this.store.getState() if (swapsState.swapsFeatureIsLive) { this.setSwapsLiveness(false) } } }) fetchAndSetupInterval() } /** * This function should only be called via _setupSwapsLivenessFetching. * * Attempts to fetch the swaps feature liveness flag from our API. Tries * to fetch three times at 5-second intervals before giving up, in which * case the value defaults to 'false'. * * Only updates state if the fetched/computed flag value differs from current * state. */ async _fetchAndSetSwapsLiveness() { const { swapsState } = this.store.getState() const { swapsFeatureIsLive: oldSwapsFeatureIsLive } = swapsState let swapsFeatureIsLive = false let successfullyFetched = false let numAttempts = 0 const fetchAndIncrementNumAttempts = async () => { try { swapsFeatureIsLive = Boolean(await this._fetchSwapsFeatureLiveness()) successfullyFetched = true } catch (err) { log.error(err) numAttempts += 1 } } await fetchAndIncrementNumAttempts() // The loop conditions are modified by fetchAndIncrementNumAttempts. // eslint-disable-next-line no-unmodified-loop-condition while (!successfullyFetched && numAttempts < 3) { await new Promise((resolve) => { setTimeout(resolve, 5000) // 5 seconds }) await fetchAndIncrementNumAttempts() } if (!successfullyFetched) { log.error( 'Failed to fetch swaps feature flag 3 times. Setting to false and trying again next interval.', ) } if (swapsFeatureIsLive !== oldSwapsFeatureIsLive) { this.setSwapsLiveness(swapsFeatureIsLive) } } } /** * Calculates the median overallValueOfQuote of a sample of quotes. * * @param {Array} quotes - A sample of quote objects with overallValueOfQuote, ethFee, metaMaskFeeInEth, and ethValueOfTokens properties * @returns {Object} An object with the ethValueOfTokens, ethFee, and metaMaskFeeInEth of the quote with the median overallValueOfQuote */ function getMedianEthValueQuote(_quotes) { if (!Array.isArray(_quotes) || _quotes.length === 0) { throw new Error('Expected non-empty array param.') } const quotes = [..._quotes] quotes.sort((quoteA, quoteB) => { const overallValueOfQuoteA = new BigNumber(quoteA.overallValueOfQuote, 10) const overallValueOfQuoteB = new BigNumber(quoteB.overallValueOfQuote, 10) if (overallValueOfQuoteA.equals(overallValueOfQuoteB)) { return 0 } return overallValueOfQuoteA.lessThan(overallValueOfQuoteB) ? -1 : 1 }) if (quotes.length % 2 === 1) { // return middle values const medianOverallValue = quotes[(quotes.length - 1) / 2].overallValueOfQuote const quotesMatchingMedianQuoteValue = quotes.filter( (quote) => medianOverallValue === quote.overallValueOfQuote, ) return meansOfQuotesFeesAndValue(quotesMatchingMedianQuoteValue) } // return mean of middle two values const upperIndex = quotes.length / 2 const lowerIndex = upperIndex - 1 const overallValueAtUpperIndex = quotes[upperIndex].overallValueOfQuote const overallValueAtLowerIndex = quotes[lowerIndex].overallValueOfQuote const quotesMatchingUpperIndexValue = quotes.filter( (quote) => overallValueAtUpperIndex === quote.overallValueOfQuote, ) const quotesMatchingLowerIndexValue = quotes.filter( (quote) => overallValueAtLowerIndex === quote.overallValueOfQuote, ) const feesAndValueAtUpperIndex = meansOfQuotesFeesAndValue( quotesMatchingUpperIndexValue, ) const feesAndValueAtLowerIndex = meansOfQuotesFeesAndValue( quotesMatchingLowerIndexValue, ) return { ethFee: new BigNumber(feesAndValueAtUpperIndex.ethFee, 10) .plus(feesAndValueAtLowerIndex.ethFee, 10) .dividedBy(2) .toString(10), metaMaskFeeInEth: new BigNumber( feesAndValueAtUpperIndex.metaMaskFeeInEth, 10, ) .plus(feesAndValueAtLowerIndex.metaMaskFeeInEth, 10) .dividedBy(2) .toString(10), ethValueOfTokens: new BigNumber( feesAndValueAtUpperIndex.ethValueOfTokens, 10, ) .plus(feesAndValueAtLowerIndex.ethValueOfTokens, 10) .dividedBy(2) .toString(10), } } /** * Calculates the arithmetic mean for each of three properties - ethFee, metaMaskFeeInEth and ethValueOfTokens - across * an array of objects containing those properties. * * @param {Array} quotes - A sample of quote objects with overallValueOfQuote, ethFee, metaMaskFeeInEth and * ethValueOfTokens properties * @returns {Object} An object with the arithmetic mean each of the ethFee, metaMaskFeeInEth and ethValueOfTokens of * the passed quote objects */ function meansOfQuotesFeesAndValue(quotes) { const feeAndValueSumsAsBigNumbers = quotes.reduce( (feeAndValueSums, quote) => ({ ethFee: feeAndValueSums.ethFee.plus(quote.ethFee, 10), metaMaskFeeInEth: feeAndValueSums.metaMaskFeeInEth.plus( quote.metaMaskFeeInEth, 10, ), ethValueOfTokens: feeAndValueSums.ethValueOfTokens.plus( quote.ethValueOfTokens, 10, ), }), { ethFee: new BigNumber(0, 10), metaMaskFeeInEth: new BigNumber(0, 10), ethValueOfTokens: new BigNumber(0, 10), }, ) return { ethFee: feeAndValueSumsAsBigNumbers.ethFee .div(quotes.length, 10) .toString(10), metaMaskFeeInEth: feeAndValueSumsAsBigNumbers.metaMaskFeeInEth .div(quotes.length, 10) .toString(10), ethValueOfTokens: feeAndValueSumsAsBigNumbers.ethValueOfTokens .div(quotes.length, 10) .toString(10), } } export const utils = { getMedianEthValueQuote, meansOfQuotesFeesAndValue, }