import { Dictionary, groupBy, last, sum, sumBy, uniq } from 'lodash' import { calculatePayout, getContractBetMetrics } from './calculate' import { Bet, LimitBet } from './bet' import { Contract, CPMMBinaryContract, CPMMContract, DPMContract, } from './contract' import { PortfolioMetrics, User } from './user' import { DAY_MS } from './util/time' import { getBinaryCpmmBetInfo, getNewMultiBetInfo } from './new-bet' import { getCpmmProbability } from './calculate-cpmm' import { removeUndefinedProps } from './util/object' const computeInvestmentValue = ( bets: Bet[], contractsDict: { [k: string]: Contract } ) => { return sumBy(bets, (bet) => { const contract = contractsDict[bet.contractId] if (!contract || contract.isResolved) return 0 if (bet.sale || bet.isSold) return 0 const payout = calculatePayout(contract, bet, 'MKT') const value = payout - (bet.loanAmount ?? 0) if (isNaN(value)) return 0 return value }) } export const computeInvestmentValueCustomProb = ( bets: Bet[], contract: Contract, p: number ) => { return sumBy(bets, (bet) => { if (!contract || contract.isResolved) return 0 if (bet.sale || bet.isSold) return 0 const { outcome, shares } = bet const betP = outcome === 'YES' ? p : 1 - p const value = betP * shares if (isNaN(value)) return 0 return value }) } export const computeElasticity = ( bets: Bet[], contract: Contract, betAmount = 50 ) => { const { mechanism, outcomeType } = contract return mechanism === 'cpmm-1' && (outcomeType === 'BINARY' || outcomeType === 'PSEUDO_NUMERIC') ? computeBinaryCpmmElasticity(bets, contract, betAmount) : computeDpmElasticity(contract, betAmount) } export const computeBinaryCpmmElasticity = ( bets: Bet[], contract: CPMMContract, betAmount: number ) => { const limitBets = bets .filter( (b) => !b.isFilled && !b.isSold && !b.isRedemption && !b.sale && !b.isCancelled && b.limitProb !== undefined ) .sort((a, b) => a.createdTime - b.createdTime) as LimitBet[] const userIds = uniq(limitBets.map((b) => b.userId)) // Assume all limit orders are good. const userBalances = Object.fromEntries( userIds.map((id) => [id, Number.MAX_SAFE_INTEGER]) ) const { newPool: poolY, newP: pY } = getBinaryCpmmBetInfo( 'YES', betAmount, contract, undefined, limitBets, userBalances ) const resultYes = getCpmmProbability(poolY, pY) const { newPool: poolN, newP: pN } = getBinaryCpmmBetInfo( 'NO', betAmount, contract, undefined, limitBets, userBalances ) const resultNo = getCpmmProbability(poolN, pN) // handle AMM overflow const safeYes = Number.isFinite(resultYes) ? resultYes : 1 const safeNo = Number.isFinite(resultNo) ? resultNo : 0 return safeYes - safeNo } export const computeDpmElasticity = ( contract: DPMContract, betAmount: number ) => { return getNewMultiBetInfo('', 2 * betAmount, contract).newBet.probAfter } const computeTotalPool = (userContracts: Contract[], startTime = 0) => { const periodFilteredContracts = userContracts.filter( (contract) => contract.createdTime >= startTime ) return sum( periodFilteredContracts.map((contract) => sum(Object.values(contract.pool))) ) } export const computeVolume = (contractBets: Bet[], since: number) => { return sumBy(contractBets, (b) => b.createdTime > since && !b.isRedemption ? Math.abs(b.amount) : 0 ) } const calculateProbChangeSince = (descendingBets: Bet[], since: number) => { const newestBet = descendingBets[0] if (!newestBet) return 0 const betBeforeSince = descendingBets.find((b) => b.createdTime < since) if (!betBeforeSince) { const oldestBet = last(descendingBets) ?? newestBet return newestBet.probAfter - oldestBet.probBefore } return newestBet.probAfter - betBeforeSince.probAfter } export const calculateProbChanges = (descendingBets: Bet[]) => { const now = Date.now() const yesterday = now - DAY_MS const weekAgo = now - 7 * DAY_MS const monthAgo = now - 30 * DAY_MS return { day: calculateProbChangeSince(descendingBets, yesterday), week: calculateProbChangeSince(descendingBets, weekAgo), month: calculateProbChangeSince(descendingBets, monthAgo), } } export const calculateCreatorVolume = (userContracts: Contract[]) => { const allTimeCreatorVolume = computeTotalPool(userContracts, 0) const monthlyCreatorVolume = computeTotalPool( userContracts, Date.now() - 30 * DAY_MS ) const weeklyCreatorVolume = computeTotalPool( userContracts, Date.now() - 7 * DAY_MS ) const dailyCreatorVolume = computeTotalPool( userContracts, Date.now() - 1 * DAY_MS ) return { daily: dailyCreatorVolume, weekly: weeklyCreatorVolume, monthly: monthlyCreatorVolume, allTime: allTimeCreatorVolume, } } export const calculateNewPortfolioMetrics = ( user: User, contractsById: { [k: string]: Contract }, currentBets: Bet[] ) => { const investmentValue = computeInvestmentValue(currentBets, contractsById) const newPortfolio = { investmentValue: investmentValue, balance: user.balance, totalDeposits: user.totalDeposits, timestamp: Date.now(), userId: user.id, } return newPortfolio } const calculateProfitForPeriod = ( startingPortfolio: PortfolioMetrics | undefined, currentProfit: number ) => { if (startingPortfolio === undefined) { return currentProfit } const startingProfit = calculatePortfolioProfit(startingPortfolio) return currentProfit - startingProfit } export const calculatePortfolioProfit = (portfolio: PortfolioMetrics) => { return portfolio.investmentValue + portfolio.balance - portfolio.totalDeposits } export const calculateNewProfit = ( portfolioHistory: Record< 'current' | 'day' | 'week' | 'month', PortfolioMetrics | undefined >, newPortfolio: PortfolioMetrics ) => { const allTimeProfit = calculatePortfolioProfit(newPortfolio) const newProfit = { daily: calculateProfitForPeriod(portfolioHistory.day, allTimeProfit), weekly: calculateProfitForPeriod(portfolioHistory.week, allTimeProfit), monthly: calculateProfitForPeriod(portfolioHistory.month, allTimeProfit), allTime: allTimeProfit, } return newProfit } export const calculateMetricsByContract = ( bets: Bet[], contractsById: Dictionary ) => { const betsByContract = groupBy(bets, (bet) => bet.contractId) const unresolvedContracts = Object.keys(betsByContract) .map((cid) => contractsById[cid]) .filter((c) => c && !c.isResolved) return unresolvedContracts.map((c) => { const bets = betsByContract[c.id] ?? [] const current = getContractBetMetrics(c, bets) let periodMetrics if (c.mechanism === 'cpmm-1' && c.outcomeType === 'BINARY') { const periods = ['day', 'week', 'month'] as const periodMetrics = Object.fromEntries( periods.map((period) => [ period, calculatePeriodProfit(c, bets, period), ]) ) } return removeUndefinedProps({ contractId: c.id, ...current, from: periodMetrics, }) }) } const calculatePeriodProfit = ( contract: CPMMBinaryContract, bets: Bet[], period: 'day' | 'week' | 'month' ) => { const days = period === 'day' ? 1 : period === 'week' ? 7 : 30 const fromTime = Date.now() - days * DAY_MS const previousBets = bets.filter((b) => b.createdTime < fromTime) const prevProb = contract.prob - contract.probChanges[period] const prob = contract.resolutionProbability ? contract.resolutionProbability : contract.prob const previousBetsValue = computeInvestmentValueCustomProb( previousBets, contract, prevProb ) const currentBetsValue = computeInvestmentValueCustomProb( previousBets, contract, prob ) const profit = currentBetsValue - previousBetsValue const profitPercent = previousBetsValue === 0 ? 0 : 100 * (profit / previousBetsValue) return { profit, profitPercent, prevValue: previousBetsValue, value: currentBetsValue, } }