manifold/common/calculate.ts
2022-02-17 18:24:10 -06:00

255 lines
6.8 KiB
TypeScript

import * as _ from 'lodash'
import { Bet } from './bet'
import { Contract } from './contract'
import { FEES } from './fees'
export function getProbability(totalShares: { [outcome: string]: number }) {
// For binary contracts only.
return getOutcomeProbability(totalShares, 'YES')
}
export function getOutcomeProbability(
totalShares: {
[outcome: string]: number
},
outcome: string
) {
const squareSum = _.sumBy(Object.values(totalShares), (shares) => shares ** 2)
const shares = totalShares[outcome] ?? 0
return shares ** 2 / squareSum
}
export function getProbabilityAfterBet(
totalShares: {
[outcome: string]: number
},
outcome: string,
bet: number
) {
const shares = calculateShares(totalShares, bet, outcome)
const prevShares = totalShares[outcome] ?? 0
const newTotalShares = { ...totalShares, [outcome]: prevShares + shares }
return getOutcomeProbability(newTotalShares, outcome)
}
export function getProbabilityAfterSale(
totalShares: {
[outcome: string]: number
},
outcome: string,
shares: number
) {
const prevShares = totalShares[outcome] ?? 0
const newTotalShares = { ...totalShares, [outcome]: prevShares - shares }
const predictionOutcome = outcome === 'NO' ? 'YES' : outcome
return getOutcomeProbability(newTotalShares, predictionOutcome)
}
export function calculateShares(
totalShares: {
[outcome: string]: number
},
bet: number,
betChoice: string
) {
const squareSum = _.sumBy(Object.values(totalShares), (shares) => shares ** 2)
const shares = totalShares[betChoice] ?? 0
const c = 2 * bet * Math.sqrt(squareSum)
return Math.sqrt(bet ** 2 + shares ** 2 + c) - shares
}
export function calculateRawShareValue(
totalShares: {
[outcome: string]: number
},
shares: number,
betChoice: string
) {
const currentValue = Math.sqrt(
_.sumBy(Object.values(totalShares), (shares) => shares ** 2)
)
const postSaleValue = Math.sqrt(
_.sumBy(Object.keys(totalShares), (outcome) =>
outcome === betChoice
? Math.max(0, totalShares[outcome] - shares) ** 2
: totalShares[outcome] ** 2
)
)
return currentValue - postSaleValue
}
export function calculateMoneyRatio(
contract: Contract,
bet: Bet,
shareValue: number
) {
const { totalShares, totalBets, pool } = contract
const { outcome, amount } = bet
const p = getOutcomeProbability(totalShares, outcome)
const actual = _.sum(Object.values(pool)) - shareValue
const betAmount = p * amount
const expected =
_.sumBy(
Object.keys(totalBets),
(outcome) =>
getOutcomeProbability(totalShares, outcome) *
(totalBets as { [outcome: string]: number })[outcome]
) - betAmount
if (actual <= 0 || expected <= 0) return 0
return actual / expected
}
export function calculateShareValue(contract: Contract, bet: Bet) {
const { pool, totalShares } = contract
const { shares, outcome } = bet
const shareValue = calculateRawShareValue(totalShares, shares, outcome)
const f = calculateMoneyRatio(contract, bet, shareValue)
const myPool = pool[outcome]
const adjShareValue = Math.min(Math.min(1, f) * shareValue, myPool)
return adjShareValue
}
export function calculateSaleAmount(contract: Contract, bet: Bet) {
const { amount } = bet
const winnings = calculateShareValue(contract, bet)
return deductFees(amount, winnings)
}
export function calculatePayout(contract: Contract, bet: Bet, outcome: string) {
if (outcome === 'CANCEL') return calculateCancelPayout(contract, bet)
if (outcome === 'MKT') return calculateMktPayout(contract, bet)
return calculateStandardPayout(contract, bet, outcome)
}
export function calculateCancelPayout(contract: Contract, bet: Bet) {
const { totalBets, pool } = contract
const betTotal = _.sum(Object.values(totalBets))
const poolTotal = _.sum(Object.values(pool))
return (bet.amount / betTotal) * poolTotal
}
export function calculateStandardPayout(
contract: Contract,
bet: Bet,
outcome: string
) {
const { amount, outcome: betOutcome, shares } = bet
if (betOutcome !== outcome) return 0
const { totalShares, phantomShares, pool } = contract
if (!totalShares[outcome]) return 0
const poolTotal = _.sum(Object.values(pool))
const total =
totalShares[outcome] - (phantomShares ? phantomShares[outcome] : 0)
const winnings = (shares / total) * poolTotal
// profit can be negative if using phantom shares
return amount + (1 - FEES) * Math.max(0, winnings - amount)
}
export function calculatePayoutAfterCorrectBet(contract: Contract, bet: Bet) {
const { totalShares, pool, totalBets } = contract
const { shares, amount, outcome } = bet
const prevShares = totalShares[outcome] ?? 0
const prevPool = pool[outcome] ?? 0
const prevTotalBet = totalBets[outcome] ?? 0
const newContract = {
...contract,
totalShares: {
...totalShares,
[outcome]: prevShares + shares,
},
pool: {
...pool,
[outcome]: prevPool + amount,
},
totalBets: {
...totalBets,
[outcome]: prevTotalBet + amount,
},
}
return calculateStandardPayout(newContract, bet, outcome)
}
function calculateMktPayout(contract: Contract, bet: Bet) {
if (contract.outcomeType === 'BINARY')
return calculateBinaryMktPayout(contract, bet)
const { totalShares, pool } = contract
const totalPool = _.sum(Object.values(pool))
const sharesSquareSum = _.sumBy(
Object.values(totalShares),
(shares) => shares ** 2
)
const weightedShareTotal = _.sumBy(Object.keys(totalShares), (outcome) => {
// Avoid O(n^2) by reusing sharesSquareSum for prob.
const shares = totalShares[outcome]
const prob = shares ** 2 / sharesSquareSum
return prob * shares
})
const { outcome, amount, shares } = bet
const betP = getOutcomeProbability(totalShares, outcome)
const winnings = ((betP * shares) / weightedShareTotal) * totalPool
return deductFees(amount, winnings)
}
function calculateBinaryMktPayout(contract: Contract, bet: Bet) {
const { resolutionProbability, totalShares, phantomShares } = contract
const p =
resolutionProbability !== undefined
? resolutionProbability
: getProbability(totalShares)
const pool = contract.pool.YES + contract.pool.NO
const weightedShareTotal =
p * (totalShares.YES - (phantomShares?.YES ?? 0)) +
(1 - p) * (totalShares.NO - (phantomShares?.NO ?? 0))
const { outcome, amount, shares } = bet
const betP = outcome === 'YES' ? p : 1 - p
const winnings = ((betP * shares) / weightedShareTotal) * pool
return deductFees(amount, winnings)
}
export function resolvedPayout(contract: Contract, bet: Bet) {
if (contract.resolution)
return calculatePayout(contract, bet, contract.resolution)
throw new Error('Contract was not resolved')
}
export const deductFees = (betAmount: number, winnings: number) => {
return winnings > betAmount
? betAmount + (1 - FEES) * (winnings - betAmount)
: winnings
}