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ghostfolio/apps/api/src/app/portfolio/portfolio-calculator.ts

1546 lines
51 KiB

import { ExchangeRateDataService } from '@ghostfolio/api/services/exchange-rate-data/exchange-rate-data.service';
import { IDataGatheringItem } from '@ghostfolio/api/services/interfaces/interfaces';
import { DATE_FORMAT, parseDate, resetHours } from '@ghostfolio/common/helper';
import {
DataProviderInfo,
HistoricalDataItem,
InvestmentItem,
ResponseError,
SymbolMetrics,
TimelinePosition
} from '@ghostfolio/common/interfaces';
import { GroupBy } from '@ghostfolio/common/types';
import { Logger } from '@nestjs/common';
import { Type as TypeOfOrder } from '@prisma/client';
import Big from 'big.js';
import {
addDays,
addMilliseconds,
differenceInDays,
endOfDay,
format,
isBefore,
isSameDay,
subDays
} from 'date-fns';
import { cloneDeep, first, isNumber, last, sortBy, uniq } from 'lodash';
import { CurrentRateService } from './current-rate.service';
import { CurrentPositions } from './interfaces/current-positions.interface';
import { PortfolioOrderItem } from './interfaces/portfolio-calculator.interface';
import { PortfolioOrder } from './interfaces/portfolio-order.interface';
import { TransactionPointSymbol } from './interfaces/transaction-point-symbol.interface';
import { TransactionPoint } from './interfaces/transaction-point.interface';
export class PortfolioCalculator {
private static readonly ENABLE_LOGGING = false;
private currency: string;
private currentRateService: CurrentRateService;
private dataProviderInfos: DataProviderInfo[];
private exchangeRateDataService: ExchangeRateDataService;
private orders: PortfolioOrder[];
private transactionPoints: TransactionPoint[];
public constructor({
currency,
currentRateService,
exchangeRateDataService,
orders
}: {
currency: string;
currentRateService: CurrentRateService;
exchangeRateDataService: ExchangeRateDataService;
orders: PortfolioOrder[];
}) {
this.currency = currency;
this.currentRateService = currentRateService;
this.exchangeRateDataService = exchangeRateDataService;
this.orders = orders;
this.orders.sort((a, b) => {
return a.date?.localeCompare(b.date);
});
}
public computeTransactionPoints() {
this.transactionPoints = [];
const symbols: { [symbol: string]: TransactionPointSymbol } = {};
let lastDate: string = null;
let lastTransactionPoint: TransactionPoint = null;
for (const order of this.orders) {
const currentDate = order.date;
let currentTransactionPointItem: TransactionPointSymbol;
const oldAccumulatedSymbol = symbols[order.symbol];
const factor = this.getFactor(order.type);
const unitPrice = new Big(order.unitPrice);
if (oldAccumulatedSymbol) {
const newQuantity = order.quantity
.mul(factor)
.plus(oldAccumulatedSymbol.quantity);
let investment = new Big(0);
if (newQuantity.gt(0)) {
if (order.type === 'BUY') {
investment = oldAccumulatedSymbol.investment.plus(
order.quantity.mul(unitPrice)
);
} else if (order.type === 'SELL') {
const averagePrice = oldAccumulatedSymbol.investment.div(
oldAccumulatedSymbol.quantity
);
investment = oldAccumulatedSymbol.investment.minus(
order.quantity.mul(averagePrice)
);
}
}
currentTransactionPointItem = {
investment,
currency: order.currency,
dataSource: order.dataSource,
fee: order.fee.plus(oldAccumulatedSymbol.fee),
firstBuyDate: oldAccumulatedSymbol.firstBuyDate,
quantity: newQuantity,
symbol: order.symbol,
tags: order.tags,
transactionCount: oldAccumulatedSymbol.transactionCount + 1
};
} else {
currentTransactionPointItem = {
currency: order.currency,
dataSource: order.dataSource,
fee: order.fee,
firstBuyDate: order.date,
investment: unitPrice.mul(order.quantity).mul(factor),
quantity: order.quantity.mul(factor),
symbol: order.symbol,
tags: order.tags,
transactionCount: 1
};
}
symbols[order.symbol] = currentTransactionPointItem;
const items = lastTransactionPoint?.items ?? [];
const newItems = items.filter(
(transactionPointItem) => transactionPointItem.symbol !== order.symbol
);
newItems.push(currentTransactionPointItem);
newItems.sort((a, b) => {
return a.symbol?.localeCompare(b.symbol);
});
if (lastDate !== currentDate || lastTransactionPoint === null) {
lastTransactionPoint = {
date: currentDate,
items: newItems
};
this.transactionPoints.push(lastTransactionPoint);
} else {
lastTransactionPoint.items = newItems;
}
lastDate = currentDate;
}
}
public getAnnualizedPerformancePercent({
daysInMarket,
netPerformancePercent
}: {
daysInMarket: number;
netPerformancePercent: Big;
}): Big {
if (isNumber(daysInMarket) && daysInMarket > 0) {
const exponent = new Big(365).div(daysInMarket).toNumber();
return new Big(
Math.pow(netPerformancePercent.plus(1).toNumber(), exponent)
).minus(1);
}
return new Big(0);
}
public getTransactionPoints(): TransactionPoint[] {
return this.transactionPoints;
}
public setTransactionPoints(transactionPoints: TransactionPoint[]) {
this.transactionPoints = transactionPoints;
}
public async getChartData({
end = new Date(Date.now()),
start,
step = 1
}: {
end?: Date;
start: Date;
step?: number;
}): Promise<HistoricalDataItem[]> {
const symbols: { [symbol: string]: boolean } = {};
const transactionPointsBeforeEndDate =
this.transactionPoints?.filter((transactionPoint) => {
return isBefore(parseDate(transactionPoint.date), end);
}) ?? [];
const currencies: { [symbol: string]: string } = {};
const dates: Date[] = [];
const dataGatheringItems: IDataGatheringItem[] = [];
const firstIndex = transactionPointsBeforeEndDate.length;
let day = start;
while (isBefore(day, end)) {
dates.push(resetHours(day));
day = addDays(day, step);
}
if (!isSameDay(last(dates), end)) {
dates.push(resetHours(end));
}
if (transactionPointsBeforeEndDate.length > 0) {
for (const item of transactionPointsBeforeEndDate[firstIndex - 1].items) {
dataGatheringItems.push({
dataSource: item.dataSource,
symbol: item.symbol
});
currencies[item.symbol] = item.currency;
symbols[item.symbol] = true;
}
}
const { dataProviderInfos, values: marketSymbols } =
await this.currentRateService.getValues({
dataGatheringItems,
dateQuery: {
in: dates
}
});
this.dataProviderInfos = dataProviderInfos;
const marketSymbolMap: {
[date: string]: { [symbol: string]: Big };
} = {};
let exchangeRatesByCurrency =
await this.exchangeRateDataService.getExchangeRatesByCurrency({
currencies: uniq(Object.values(currencies)),
endDate: endOfDay(end),
startDate: parseDate(this.transactionPoints?.[0]?.date),
targetCurrency: this.currency
});
for (const marketSymbol of marketSymbols) {
const dateString = format(marketSymbol.date, DATE_FORMAT);
if (!marketSymbolMap[dateString]) {
marketSymbolMap[dateString] = {};
}
if (marketSymbol.marketPrice) {
marketSymbolMap[dateString][marketSymbol.symbol] = new Big(
marketSymbol.marketPrice
);
}
}
const accumulatedValuesByDate: {
[date: string]: {
investmentValueWithCurrencyEffect: Big;
totalCurrentValue: Big;
totalCurrentValueWithCurrencyEffect: Big;
totalInvestmentValue: Big;
totalInvestmentValueWithCurrencyEffect: Big;
totalNetPerformanceValue: Big;
totalNetPerformanceValueWithCurrencyEffect: Big;
totalTimeWeightedInvestmentValue: Big;
totalTimeWeightedInvestmentValueWithCurrencyEffect: Big;
};
} = {};
const valuesBySymbol: {
[symbol: string]: {
currentValues: { [date: string]: Big };
currentValuesWithCurrencyEffect: { [date: string]: Big };
investmentValuesAccumulated: { [date: string]: Big };
investmentValuesAccumulatedWithCurrencyEffect: { [date: string]: Big };
investmentValuesWithCurrencyEffect: { [date: string]: Big };
netPerformanceValues: { [date: string]: Big };
netPerformanceValuesWithCurrencyEffect: { [date: string]: Big };
timeWeightedInvestmentValues: { [date: string]: Big };
timeWeightedInvestmentValuesWithCurrencyEffect: { [date: string]: Big };
};
} = {};
for (const symbol of Object.keys(symbols)) {
const {
currentValues,
currentValuesWithCurrencyEffect,
investmentValuesAccumulated,
investmentValuesAccumulatedWithCurrencyEffect,
investmentValuesWithCurrencyEffect,
netPerformanceValues,
netPerformanceValuesWithCurrencyEffect,
timeWeightedInvestmentValues,
timeWeightedInvestmentValuesWithCurrencyEffect
} = this.getSymbolMetrics({
end,
marketSymbolMap,
start,
step,
symbol,
exchangeRates:
exchangeRatesByCurrency[`${currencies[symbol]}${this.currency}`],
isChartMode: true
});
valuesBySymbol[symbol] = {
currentValues,
currentValuesWithCurrencyEffect,
investmentValuesAccumulated,
investmentValuesAccumulatedWithCurrencyEffect,
investmentValuesWithCurrencyEffect,
netPerformanceValues,
netPerformanceValuesWithCurrencyEffect,
timeWeightedInvestmentValues,
timeWeightedInvestmentValuesWithCurrencyEffect
};
}
for (const currentDate of dates) {
const dateString = format(currentDate, DATE_FORMAT);
for (const symbol of Object.keys(valuesBySymbol)) {
const symbolValues = valuesBySymbol[symbol];
const currentValue =
symbolValues.currentValues?.[dateString] ?? new Big(0);
const currentValueWithCurrencyEffect =
symbolValues.currentValuesWithCurrencyEffect?.[dateString] ??
new Big(0);
const investmentValueAccumulated =
symbolValues.investmentValuesAccumulated?.[dateString] ?? new Big(0);
const investmentValueAccumulatedWithCurrencyEffect =
symbolValues.investmentValuesAccumulatedWithCurrencyEffect?.[
dateString
] ?? new Big(0);
const investmentValueWithCurrencyEffect =
symbolValues.investmentValuesWithCurrencyEffect?.[dateString] ??
new Big(0);
const netPerformanceValue =
symbolValues.netPerformanceValues?.[dateString] ?? new Big(0);
const netPerformanceValueWithCurrencyEffect =
symbolValues.netPerformanceValuesWithCurrencyEffect?.[dateString] ??
new Big(0);
const timeWeightedInvestmentValue =
symbolValues.timeWeightedInvestmentValues?.[dateString] ?? new Big(0);
const timeWeightedInvestmentValueWithCurrencyEffect =
symbolValues.timeWeightedInvestmentValuesWithCurrencyEffect?.[
dateString
] ?? new Big(0);
accumulatedValuesByDate[dateString] = {
investmentValueWithCurrencyEffect: (
accumulatedValuesByDate[dateString]
?.investmentValueWithCurrencyEffect ?? new Big(0)
).add(investmentValueWithCurrencyEffect),
totalCurrentValue: (
accumulatedValuesByDate[dateString]?.totalCurrentValue ?? new Big(0)
).add(currentValue),
totalCurrentValueWithCurrencyEffect: (
accumulatedValuesByDate[dateString]
?.totalCurrentValueWithCurrencyEffect ?? new Big(0)
).add(currentValueWithCurrencyEffect),
totalInvestmentValue: (
accumulatedValuesByDate[dateString]?.totalInvestmentValue ??
new Big(0)
).add(investmentValueAccumulated),
totalInvestmentValueWithCurrencyEffect: (
accumulatedValuesByDate[dateString]
?.totalInvestmentValueWithCurrencyEffect ?? new Big(0)
).add(investmentValueAccumulatedWithCurrencyEffect),
totalNetPerformanceValue: (
accumulatedValuesByDate[dateString]?.totalNetPerformanceValue ??
new Big(0)
).add(netPerformanceValue),
totalNetPerformanceValueWithCurrencyEffect: (
accumulatedValuesByDate[dateString]
?.totalNetPerformanceValueWithCurrencyEffect ?? new Big(0)
).add(netPerformanceValueWithCurrencyEffect),
totalTimeWeightedInvestmentValue: (
accumulatedValuesByDate[dateString]
?.totalTimeWeightedInvestmentValue ?? new Big(0)
).add(timeWeightedInvestmentValue),
totalTimeWeightedInvestmentValueWithCurrencyEffect: (
accumulatedValuesByDate[dateString]
?.totalTimeWeightedInvestmentValueWithCurrencyEffect ?? new Big(0)
).add(timeWeightedInvestmentValueWithCurrencyEffect)
};
}
}
return Object.entries(accumulatedValuesByDate).map(([date, values]) => {
const {
investmentValueWithCurrencyEffect,
totalCurrentValue,
totalCurrentValueWithCurrencyEffect,
totalInvestmentValue,
totalInvestmentValueWithCurrencyEffect,
totalNetPerformanceValue,
totalNetPerformanceValueWithCurrencyEffect,
totalTimeWeightedInvestmentValue,
totalTimeWeightedInvestmentValueWithCurrencyEffect
} = values;
const netPerformanceInPercentage = totalTimeWeightedInvestmentValue.eq(0)
? 0
: totalNetPerformanceValue
.div(totalTimeWeightedInvestmentValue)
.mul(100)
.toNumber();
const netPerformanceInPercentageWithCurrencyEffect =
totalTimeWeightedInvestmentValueWithCurrencyEffect.eq(0)
? 0
: totalNetPerformanceValueWithCurrencyEffect
.div(totalTimeWeightedInvestmentValueWithCurrencyEffect)
.mul(100)
.toNumber();
return {
date,
netPerformanceInPercentage,
netPerformanceInPercentageWithCurrencyEffect,
investmentValueWithCurrencyEffect:
investmentValueWithCurrencyEffect.toNumber(),
netPerformance: totalNetPerformanceValue.toNumber(),
netPerformanceWithCurrencyEffect:
totalNetPerformanceValueWithCurrencyEffect.toNumber(),
totalInvestment: totalInvestmentValue.toNumber(),
totalInvestmentValueWithCurrencyEffect:
totalInvestmentValueWithCurrencyEffect.toNumber(),
value: totalCurrentValue.toNumber(),
valueWithCurrencyEffect: totalCurrentValueWithCurrencyEffect.toNumber()
};
});
}
public async getCurrentPositions(
start: Date,
end = new Date(Date.now())
): Promise<CurrentPositions> {
const transactionPointsBeforeEndDate =
this.transactionPoints?.filter((transactionPoint) => {
return isBefore(parseDate(transactionPoint.date), end);
}) ?? [];
if (!transactionPointsBeforeEndDate.length) {
return {
currentValue: new Big(0),
grossPerformance: new Big(0),
grossPerformancePercentage: new Big(0),
grossPerformancePercentageWithCurrencyEffect: new Big(0),
grossPerformanceWithCurrencyEffect: new Big(0),
hasErrors: false,
netPerformance: new Big(0),
netPerformancePercentage: new Big(0),
netPerformancePercentageWithCurrencyEffect: new Big(0),
netPerformanceWithCurrencyEffect: new Big(0),
positions: [],
totalInvestment: new Big(0)
};
}
const lastTransactionPoint =
transactionPointsBeforeEndDate[transactionPointsBeforeEndDate.length - 1];
const currencies: { [symbol: string]: string } = {};
const dataGatheringItems: IDataGatheringItem[] = [];
let dates: Date[] = [];
let firstIndex = transactionPointsBeforeEndDate.length;
let firstTransactionPoint: TransactionPoint = null;
dates.push(resetHours(start));
for (const item of transactionPointsBeforeEndDate[firstIndex - 1].items) {
dataGatheringItems.push({
dataSource: item.dataSource,
symbol: item.symbol
});
currencies[item.symbol] = item.currency;
}
for (let i = 0; i < transactionPointsBeforeEndDate.length; i++) {
if (
!isBefore(parseDate(transactionPointsBeforeEndDate[i].date), start) &&
firstTransactionPoint === null
) {
firstTransactionPoint = transactionPointsBeforeEndDate[i];
firstIndex = i;
}
if (firstTransactionPoint !== null) {
dates.push(
resetHours(parseDate(transactionPointsBeforeEndDate[i].date))
);
}
}
dates.push(resetHours(end));
// Add dates of last week for fallback
dates.push(subDays(resetHours(new Date()), 7));
dates.push(subDays(resetHours(new Date()), 6));
dates.push(subDays(resetHours(new Date()), 5));
dates.push(subDays(resetHours(new Date()), 4));
dates.push(subDays(resetHours(new Date()), 3));
dates.push(subDays(resetHours(new Date()), 2));
dates.push(subDays(resetHours(new Date()), 1));
dates.push(resetHours(new Date()));
dates = uniq(
dates.map((date) => {
return date.getTime();
})
)
.map((timestamp) => {
return new Date(timestamp);
})
.sort((a, b) => {
return a.getTime() - b.getTime();
});
let exchangeRatesByCurrency =
await this.exchangeRateDataService.getExchangeRatesByCurrency({
currencies: uniq(Object.values(currencies)),
endDate: endOfDay(end),
startDate: parseDate(this.transactionPoints?.[0]?.date),
targetCurrency: this.currency
});
const {
dataProviderInfos,
errors: currentRateErrors,
values: marketSymbols
} = await this.currentRateService.getValues({
dataGatheringItems,
dateQuery: {
in: dates
}
});
this.dataProviderInfos = dataProviderInfos;
const marketSymbolMap: {
[date: string]: { [symbol: string]: Big };
} = {};
for (const marketSymbol of marketSymbols) {
const date = format(marketSymbol.date, DATE_FORMAT);
if (!marketSymbolMap[date]) {
marketSymbolMap[date] = {};
}
if (marketSymbol.marketPrice) {
marketSymbolMap[date][marketSymbol.symbol] = new Big(
marketSymbol.marketPrice
);
}
}
const endDateString = format(end, DATE_FORMAT);
if (firstIndex > 0) {
firstIndex--;
}
const positions: TimelinePosition[] = [];
let hasAnySymbolMetricsErrors = false;
const errors: ResponseError['errors'] = [];
for (const item of lastTransactionPoint.items) {
const marketPriceInBaseCurrency = marketSymbolMap[endDateString]?.[
item.symbol
]?.mul(
exchangeRatesByCurrency[`${item.currency}${this.currency}`]?.[
endDateString
]
);
const {
grossPerformance,
grossPerformancePercentage,
grossPerformancePercentageWithCurrencyEffect,
grossPerformanceWithCurrencyEffect,
hasErrors,
netPerformance,
netPerformancePercentage,
netPerformancePercentageWithCurrencyEffect,
netPerformanceWithCurrencyEffect,
timeWeightedInvestment,
timeWeightedInvestmentWithCurrencyEffect,
totalInvestment,
totalInvestmentWithCurrencyEffect
} = this.getSymbolMetrics({
end,
marketSymbolMap,
start,
exchangeRates:
exchangeRatesByCurrency[`${item.currency}${this.currency}`],
symbol: item.symbol
});
hasAnySymbolMetricsErrors = hasAnySymbolMetricsErrors || hasErrors;
positions.push({
timeWeightedInvestment,
timeWeightedInvestmentWithCurrencyEffect,
averagePrice: item.quantity.eq(0)
? new Big(0)
: item.investment.div(item.quantity),
currency: item.currency,
dataSource: item.dataSource,
fee: item.fee,
firstBuyDate: item.firstBuyDate,
grossPerformance: !hasErrors ? grossPerformance ?? null : null,
grossPerformancePercentage: !hasErrors
? grossPerformancePercentage ?? null
: null,
grossPerformancePercentageWithCurrencyEffect: !hasErrors
? grossPerformancePercentageWithCurrencyEffect ?? null
: null,
grossPerformanceWithCurrencyEffect: !hasErrors
? grossPerformanceWithCurrencyEffect ?? null
: null,
investment: totalInvestment,
investmentWithCurrencyEffect: totalInvestmentWithCurrencyEffect,
marketPrice:
marketSymbolMap[endDateString]?.[item.symbol]?.toNumber() ?? null,
marketPriceInBaseCurrency:
marketPriceInBaseCurrency?.toNumber() ?? null,
netPerformance: !hasErrors ? netPerformance ?? null : null,
netPerformancePercentage: !hasErrors
? netPerformancePercentage ?? null
: null,
netPerformancePercentageWithCurrencyEffect: !hasErrors
? netPerformancePercentageWithCurrencyEffect ?? null
: null,
netPerformanceWithCurrencyEffect: !hasErrors
? netPerformanceWithCurrencyEffect ?? null
: null,
quantity: item.quantity,
symbol: item.symbol,
tags: item.tags,
transactionCount: item.transactionCount
});
if (
(hasErrors ||
currentRateErrors.find(({ dataSource, symbol }) => {
return dataSource === item.dataSource && symbol === item.symbol;
})) &&
item.investment.gt(0)
) {
errors.push({ dataSource: item.dataSource, symbol: item.symbol });
}
}
const overall = this.calculateOverallPerformance(positions);
return {
...overall,
errors,
positions,
hasErrors: hasAnySymbolMetricsErrors || overall.hasErrors
};
}
public getDataProviderInfos() {
return this.dataProviderInfos;
}
public getInvestments(): { date: string; investment: Big }[] {
if (this.transactionPoints.length === 0) {
return [];
}
return this.transactionPoints.map((transactionPoint) => {
return {
date: transactionPoint.date,
investment: transactionPoint.items.reduce(
(investment, transactionPointSymbol) =>
investment.plus(transactionPointSymbol.investment),
new Big(0)
)
};
});
}
public getInvestmentsByGroup({
data,
groupBy
}: {
data: HistoricalDataItem[];
groupBy: GroupBy;
}): InvestmentItem[] {
const groupedData: { [dateGroup: string]: Big } = {};
for (const { date, investmentValueWithCurrencyEffect } of data) {
const dateGroup =
groupBy === 'month' ? date.substring(0, 7) : date.substring(0, 4);
groupedData[dateGroup] = (groupedData[dateGroup] ?? new Big(0)).plus(
investmentValueWithCurrencyEffect
);
}
return Object.keys(groupedData).map((dateGroup) => ({
date: groupBy === 'month' ? `${dateGroup}-01` : `${dateGroup}-01-01`,
investment: groupedData[dateGroup].toNumber()
}));
}
private calculateOverallPerformance(positions: TimelinePosition[]) {
let currentValue = new Big(0);
let grossPerformance = new Big(0);
let grossPerformanceWithCurrencyEffect = new Big(0);
let hasErrors = false;
let netPerformance = new Big(0);
let netPerformanceWithCurrencyEffect = new Big(0);
let totalInvestment = new Big(0);
let totalInvestmentWithCurrencyEffect = new Big(0);
let totalTimeWeightedInvestment = new Big(0);
let totalTimeWeightedInvestmentWithCurrencyEffect = new Big(0);
for (const currentPosition of positions) {
if (
currentPosition.investment &&
currentPosition.marketPriceInBaseCurrency
) {
currentValue = currentValue.plus(
new Big(currentPosition.marketPriceInBaseCurrency).mul(
currentPosition.quantity
)
);
} else {
hasErrors = true;
}
if (currentPosition.investment) {
totalInvestment = totalInvestment.plus(currentPosition.investment);
totalInvestmentWithCurrencyEffect =
totalInvestmentWithCurrencyEffect.plus(
currentPosition.investmentWithCurrencyEffect
);
} else {
hasErrors = true;
}
if (currentPosition.grossPerformance) {
grossPerformance = grossPerformance.plus(
currentPosition.grossPerformance
);
grossPerformanceWithCurrencyEffect =
grossPerformanceWithCurrencyEffect.plus(
currentPosition.grossPerformanceWithCurrencyEffect
);
netPerformance = netPerformance.plus(currentPosition.netPerformance);
netPerformanceWithCurrencyEffect =
netPerformanceWithCurrencyEffect.plus(
currentPosition.netPerformanceWithCurrencyEffect
);
} else if (!currentPosition.quantity.eq(0)) {
hasErrors = true;
}
if (currentPosition.timeWeightedInvestment) {
totalTimeWeightedInvestment = totalTimeWeightedInvestment.plus(
currentPosition.timeWeightedInvestment
);
totalTimeWeightedInvestmentWithCurrencyEffect =
totalTimeWeightedInvestmentWithCurrencyEffect.plus(
currentPosition.timeWeightedInvestmentWithCurrencyEffect
);
} else if (!currentPosition.quantity.eq(0)) {
Logger.warn(
`Missing historical market data for ${currentPosition.symbol} (${currentPosition.dataSource})`,
'PortfolioCalculator'
);
hasErrors = true;
}
}
return {
currentValue,
grossPerformance,
grossPerformanceWithCurrencyEffect,
hasErrors,
netPerformance,
netPerformanceWithCurrencyEffect,
totalInvestment,
totalInvestmentWithCurrencyEffect,
netPerformancePercentage: totalTimeWeightedInvestment.eq(0)
? new Big(0)
: netPerformance.div(totalTimeWeightedInvestment),
netPerformancePercentageWithCurrencyEffect:
totalTimeWeightedInvestmentWithCurrencyEffect.eq(0)
? new Big(0)
: netPerformanceWithCurrencyEffect.div(
totalTimeWeightedInvestmentWithCurrencyEffect
),
grossPerformancePercentage: totalTimeWeightedInvestment.eq(0)
? new Big(0)
: grossPerformance.div(totalTimeWeightedInvestment),
grossPerformancePercentageWithCurrencyEffect:
totalTimeWeightedInvestmentWithCurrencyEffect.eq(0)
? new Big(0)
: grossPerformanceWithCurrencyEffect.div(
totalTimeWeightedInvestmentWithCurrencyEffect
)
};
}
private getFactor(type: TypeOfOrder) {
let factor: number;
switch (type) {
case 'BUY':
factor = 1;
break;
case 'SELL':
factor = -1;
break;
default:
factor = 0;
break;
}
return factor;
}
private getSymbolMetrics({
end,
exchangeRates,
isChartMode = false,
marketSymbolMap,
start,
step = 1,
symbol
}: {
end: Date;
exchangeRates: { [dateString: string]: number };
isChartMode?: boolean;
marketSymbolMap: {
[date: string]: { [symbol: string]: Big };
};
start: Date;
step?: number;
symbol: string;
}): SymbolMetrics {
const currentExchangeRate = exchangeRates[format(new Date(), DATE_FORMAT)];
const currentValues: { [date: string]: Big } = {};
const currentValuesWithCurrencyEffect: { [date: string]: Big } = {};
let fees = new Big(0);
let feesAtStartDate = new Big(0);
let feesAtStartDateWithCurrencyEffect = new Big(0);
let feesWithCurrencyEffect = new Big(0);
let grossPerformance = new Big(0);
let grossPerformanceWithCurrencyEffect = new Big(0);
let grossPerformanceAtStartDate = new Big(0);
let grossPerformanceAtStartDateWithCurrencyEffect = new Big(0);
let grossPerformanceFromSells = new Big(0);
let grossPerformanceFromSellsWithCurrencyEffect = new Big(0);
let initialValue: Big;
let initialValueWithCurrencyEffect: Big;
let investmentAtStartDate: Big;
let investmentAtStartDateWithCurrencyEffect: Big;
const investmentValuesAccumulated: { [date: string]: Big } = {};
const investmentValuesAccumulatedWithCurrencyEffect: {
[date: string]: Big;
} = {};
const investmentValuesWithCurrencyEffect: { [date: string]: Big } = {};
let lastAveragePrice = new Big(0);
let lastAveragePriceWithCurrencyEffect = new Big(0);
const netPerformanceValues: { [date: string]: Big } = {};
const netPerformanceValuesWithCurrencyEffect: { [date: string]: Big } = {};
const timeWeightedInvestmentValues: { [date: string]: Big } = {};
const timeWeightedInvestmentValuesWithCurrencyEffect: {
[date: string]: Big;
} = {};
let totalInvestment = new Big(0);
let totalInvestmentWithCurrencyEffect = new Big(0);
let totalInvestmentWithGrossPerformanceFromSell = new Big(0);
let totalInvestmentWithGrossPerformanceFromSellWithCurrencyEffect = new Big(
0
);
let totalUnits = new Big(0);
let valueAtStartDate: Big;
let valueAtStartDateWithCurrencyEffect: Big;
// Clone orders to keep the original values in this.orders
let orders: PortfolioOrderItem[] = cloneDeep(this.orders).filter(
(order) => {
return order.symbol === symbol;
}
);
if (orders.length <= 0) {
return {
currentValues: {},
currentValuesWithCurrencyEffect: {},
grossPerformance: new Big(0),
grossPerformancePercentage: new Big(0),
grossPerformancePercentageWithCurrencyEffect: new Big(0),
grossPerformanceWithCurrencyEffect: new Big(0),
hasErrors: false,
initialValue: new Big(0),
initialValueWithCurrencyEffect: new Big(0),
investmentValuesAccumulated: {},
investmentValuesAccumulatedWithCurrencyEffect: {},
investmentValuesWithCurrencyEffect: {},
netPerformance: new Big(0),
netPerformancePercentage: new Big(0),
netPerformancePercentageWithCurrencyEffect: new Big(0),
netPerformanceValues: {},
netPerformanceValuesWithCurrencyEffect: {},
netPerformanceWithCurrencyEffect: new Big(0),
timeWeightedInvestment: new Big(0),
timeWeightedInvestmentValues: {},
timeWeightedInvestmentValuesWithCurrencyEffect: {},
timeWeightedInvestmentWithCurrencyEffect: new Big(0),
totalInvestment: new Big(0),
totalInvestmentWithCurrencyEffect: new Big(0)
};
}
const dateOfFirstTransaction = new Date(first(orders).date);
const unitPriceAtStartDate =
marketSymbolMap[format(start, DATE_FORMAT)]?.[symbol];
const unitPriceAtEndDate =
marketSymbolMap[format(end, DATE_FORMAT)]?.[symbol];
if (
!unitPriceAtEndDate ||
(!unitPriceAtStartDate && isBefore(dateOfFirstTransaction, start))
) {
return {
currentValues: {},
currentValuesWithCurrencyEffect: {},
grossPerformance: new Big(0),
grossPerformancePercentage: new Big(0),
grossPerformancePercentageWithCurrencyEffect: new Big(0),
grossPerformanceWithCurrencyEffect: new Big(0),
hasErrors: true,
initialValue: new Big(0),
initialValueWithCurrencyEffect: new Big(0),
investmentValuesAccumulated: {},
investmentValuesAccumulatedWithCurrencyEffect: {},
investmentValuesWithCurrencyEffect: {},
netPerformance: new Big(0),
netPerformancePercentage: new Big(0),
netPerformancePercentageWithCurrencyEffect: new Big(0),
netPerformanceValues: {},
netPerformanceValuesWithCurrencyEffect: {},
netPerformanceWithCurrencyEffect: new Big(0),
timeWeightedInvestment: new Big(0),
timeWeightedInvestmentValues: {},
timeWeightedInvestmentValuesWithCurrencyEffect: {},
timeWeightedInvestmentWithCurrencyEffect: new Big(0),
totalInvestment: new Big(0),
totalInvestmentWithCurrencyEffect: new Big(0)
};
}
// Add a synthetic order at the start and the end date
orders.push({
symbol,
currency: null,
date: format(start, DATE_FORMAT),
dataSource: null,
fee: new Big(0),
feeInBaseCurrency: new Big(0),
itemType: 'start',
name: '',
quantity: new Big(0),
type: TypeOfOrder.BUY,
unitPrice: unitPriceAtStartDate
});
orders.push({
symbol,
currency: null,
date: format(end, DATE_FORMAT),
dataSource: null,
fee: new Big(0),
feeInBaseCurrency: new Big(0),
itemType: 'end',
name: '',
quantity: new Big(0),
type: TypeOfOrder.BUY,
unitPrice: unitPriceAtEndDate
});
let day = start;
let lastUnitPrice: Big;
if (isChartMode) {
const datesWithOrders = {};
for (const order of orders) {
datesWithOrders[order.date] = true;
}
while (isBefore(day, end)) {
const hasDate = datesWithOrders[format(day, DATE_FORMAT)];
if (!hasDate) {
orders.push({
symbol,
currency: null,
date: format(day, DATE_FORMAT),
dataSource: null,
fee: new Big(0),
feeInBaseCurrency: new Big(0),
name: '',
quantity: new Big(0),
type: TypeOfOrder.BUY,
unitPrice:
marketSymbolMap[format(day, DATE_FORMAT)]?.[symbol] ??
lastUnitPrice
});
}
lastUnitPrice = last(orders).unitPrice;
day = addDays(day, step);
}
}
// Sort orders so that the start and end placeholder order are at the right
// position
orders = sortBy(orders, (order) => {
let sortIndex = new Date(order.date);
if (order.itemType === 'start') {
sortIndex = addMilliseconds(sortIndex, -1);
}
if (order.itemType === 'end') {
sortIndex = addMilliseconds(sortIndex, 1);
}
return sortIndex.getTime();
});
const indexOfStartOrder = orders.findIndex((order) => {
return order.itemType === 'start';
});
const indexOfEndOrder = orders.findIndex((order) => {
return order.itemType === 'end';
});
let totalInvestmentDays = 0;
let sumOfTimeWeightedInvestments = new Big(0);
let sumOfTimeWeightedInvestmentsWithCurrencyEffect = new Big(0);
for (let i = 0; i < orders.length; i += 1) {
const order = orders[i];
if (PortfolioCalculator.ENABLE_LOGGING) {
console.log();
console.log();
console.log(i + 1, order.type, order.itemType);
}
const exchangeRateAtOrderDate = exchangeRates[order.date];
if (order.itemType === 'start') {
// Take the unit price of the order as the market price if there are no
// orders of this symbol before the start date
order.unitPrice =
indexOfStartOrder === 0
? orders[i + 1]?.unitPrice
: unitPriceAtStartDate;
}
if (order.fee) {
order.feeInBaseCurrency = order.fee.mul(currentExchangeRate ?? 1);
order.feeInBaseCurrencyWithCurrencyEffect = order.fee.mul(
exchangeRateAtOrderDate ?? 1
);
}
if (order.unitPrice) {
order.unitPriceInBaseCurrency = order.unitPrice.mul(
currentExchangeRate ?? 1
);
order.unitPriceInBaseCurrencyWithCurrencyEffect = order.unitPrice.mul(
exchangeRateAtOrderDate ?? 1
);
}
const valueOfInvestmentBeforeTransaction = totalUnits.mul(
order.unitPriceInBaseCurrency
);
const valueOfInvestmentBeforeTransactionWithCurrencyEffect =
totalUnits.mul(order.unitPriceInBaseCurrencyWithCurrencyEffect);
if (!investmentAtStartDate && i >= indexOfStartOrder) {
investmentAtStartDate = totalInvestment ?? new Big(0);
investmentAtStartDateWithCurrencyEffect =
totalInvestmentWithCurrencyEffect ?? new Big(0);
valueAtStartDate = valueOfInvestmentBeforeTransaction;
valueAtStartDateWithCurrencyEffect =
valueOfInvestmentBeforeTransactionWithCurrencyEffect;
}
const transactionInvestment =
order.type === 'BUY'
? order.quantity
.mul(order.unitPriceInBaseCurrency)
.mul(this.getFactor(order.type))
: totalUnits.gt(0)
? totalInvestment
.div(totalUnits)
.mul(order.quantity)
.mul(this.getFactor(order.type))
: new Big(0);
const transactionInvestmentWithCurrencyEffect =
order.type === 'BUY'
? order.quantity
.mul(order.unitPriceInBaseCurrencyWithCurrencyEffect)
.mul(this.getFactor(order.type))
: totalUnits.gt(0)
? totalInvestmentWithCurrencyEffect
.div(totalUnits)
.mul(order.quantity)
.mul(this.getFactor(order.type))
: new Big(0);
if (PortfolioCalculator.ENABLE_LOGGING) {
console.log('totalInvestment', totalInvestment.toNumber());
console.log(
'totalInvestmentWithCurrencyEffect',
totalInvestmentWithCurrencyEffect.toNumber()
);
console.log('order.quantity', order.quantity.toNumber());
console.log('transactionInvestment', transactionInvestment.toNumber());
console.log(
'transactionInvestmentWithCurrencyEffect',
transactionInvestmentWithCurrencyEffect.toNumber()
);
}
const totalInvestmentBeforeTransaction = totalInvestment;
const totalInvestmentBeforeTransactionWithCurrencyEffect =
totalInvestmentWithCurrencyEffect;
totalInvestment = totalInvestment.plus(transactionInvestment);
totalInvestmentWithCurrencyEffect =
totalInvestmentWithCurrencyEffect.plus(
transactionInvestmentWithCurrencyEffect
);
if (i >= indexOfStartOrder && !initialValue) {
if (
i === indexOfStartOrder &&
!valueOfInvestmentBeforeTransaction.eq(0)
) {
initialValue = valueOfInvestmentBeforeTransaction;
initialValueWithCurrencyEffect =
valueOfInvestmentBeforeTransactionWithCurrencyEffect;
} else if (transactionInvestment.gt(0)) {
initialValue = transactionInvestment;
initialValueWithCurrencyEffect =
transactionInvestmentWithCurrencyEffect;
}
}
fees = fees.plus(order.feeInBaseCurrency ?? 0);
feesWithCurrencyEffect = feesWithCurrencyEffect.plus(
order.feeInBaseCurrencyWithCurrencyEffect ?? 0
);
totalUnits = totalUnits.plus(
order.quantity.mul(this.getFactor(order.type))
);
const valueOfInvestment = totalUnits.mul(order.unitPriceInBaseCurrency);
const valueOfInvestmentWithCurrencyEffect = totalUnits.mul(
order.unitPriceInBaseCurrencyWithCurrencyEffect
);
const grossPerformanceFromSell =
order.type === TypeOfOrder.SELL
? order.unitPriceInBaseCurrency
.minus(lastAveragePrice)
.mul(order.quantity)
: new Big(0);
const grossPerformanceFromSellWithCurrencyEffect =
order.type === TypeOfOrder.SELL
? order.unitPriceInBaseCurrencyWithCurrencyEffect
.minus(lastAveragePriceWithCurrencyEffect)
.mul(order.quantity)
: new Big(0);
grossPerformanceFromSells = grossPerformanceFromSells.plus(
grossPerformanceFromSell
);
grossPerformanceFromSellsWithCurrencyEffect =
grossPerformanceFromSellsWithCurrencyEffect.plus(
grossPerformanceFromSellWithCurrencyEffect
);
totalInvestmentWithGrossPerformanceFromSell =
totalInvestmentWithGrossPerformanceFromSell
.plus(transactionInvestment)
.plus(grossPerformanceFromSell);
totalInvestmentWithGrossPerformanceFromSellWithCurrencyEffect =
totalInvestmentWithGrossPerformanceFromSellWithCurrencyEffect
.plus(transactionInvestmentWithCurrencyEffect)
.plus(grossPerformanceFromSellWithCurrencyEffect);
lastAveragePrice = totalUnits.eq(0)
? new Big(0)
: totalInvestmentWithGrossPerformanceFromSell.div(totalUnits);
lastAveragePriceWithCurrencyEffect = totalUnits.eq(0)
? new Big(0)
: totalInvestmentWithGrossPerformanceFromSellWithCurrencyEffect.div(
totalUnits
);
if (PortfolioCalculator.ENABLE_LOGGING) {
console.log(
'totalInvestmentWithGrossPerformanceFromSell',
totalInvestmentWithGrossPerformanceFromSell.toNumber()
);
console.log(
'totalInvestmentWithGrossPerformanceFromSellWithCurrencyEffect',
totalInvestmentWithGrossPerformanceFromSellWithCurrencyEffect.toNumber()
);
console.log(
'grossPerformanceFromSells',
grossPerformanceFromSells.toNumber()
);
console.log(
'grossPerformanceFromSellWithCurrencyEffect',
grossPerformanceFromSellWithCurrencyEffect.toNumber()
);
}
const newGrossPerformance = valueOfInvestment
.minus(totalInvestment)
.plus(grossPerformanceFromSells);
const newGrossPerformanceWithCurrencyEffect =
valueOfInvestmentWithCurrencyEffect
.minus(totalInvestmentWithCurrencyEffect)
.plus(grossPerformanceFromSellsWithCurrencyEffect);
grossPerformance = newGrossPerformance;
grossPerformanceWithCurrencyEffect =
newGrossPerformanceWithCurrencyEffect;
if (order.itemType === 'start') {
feesAtStartDate = fees;
feesAtStartDateWithCurrencyEffect = feesWithCurrencyEffect;
grossPerformanceAtStartDate = grossPerformance;
grossPerformanceAtStartDateWithCurrencyEffect =
grossPerformanceWithCurrencyEffect;
}
if (i > indexOfStartOrder) {
// Only consider periods with an investment for the calculation of
// the time weighted investment
if (valueOfInvestmentBeforeTransaction.gt(0)) {
// Calculate the number of days since the previous order
const orderDate = new Date(order.date);
const previousOrderDate = new Date(orders[i - 1].date);
let daysSinceLastOrder = differenceInDays(
orderDate,
previousOrderDate
);
// Set to at least 1 day, otherwise the transactions on the same day
// would not be considered in the time weighted calculation
if (daysSinceLastOrder <= 0) {
daysSinceLastOrder = 1;
}
// Sum up the total investment days since the start date to calculate
// the time weighted investment
totalInvestmentDays += daysSinceLastOrder;
sumOfTimeWeightedInvestments = sumOfTimeWeightedInvestments.add(
valueAtStartDate
.minus(investmentAtStartDate)
.plus(totalInvestmentBeforeTransaction)
.mul(daysSinceLastOrder)
);
sumOfTimeWeightedInvestmentsWithCurrencyEffect =
sumOfTimeWeightedInvestmentsWithCurrencyEffect.add(
valueAtStartDateWithCurrencyEffect
.minus(investmentAtStartDateWithCurrencyEffect)
.plus(totalInvestmentBeforeTransactionWithCurrencyEffect)
.mul(daysSinceLastOrder)
);
}
if (isChartMode) {
currentValues[order.date] = valueOfInvestment;
currentValuesWithCurrencyEffect[order.date] =
valueOfInvestmentWithCurrencyEffect;
netPerformanceValues[order.date] = grossPerformance
.minus(grossPerformanceAtStartDate)
.minus(fees.minus(feesAtStartDate));
netPerformanceValuesWithCurrencyEffect[order.date] =
grossPerformanceWithCurrencyEffect
.minus(grossPerformanceAtStartDateWithCurrencyEffect)
.minus(
feesWithCurrencyEffect.minus(feesAtStartDateWithCurrencyEffect)
);
investmentValuesAccumulated[order.date] = totalInvestment;
investmentValuesAccumulatedWithCurrencyEffect[order.date] =
totalInvestmentWithCurrencyEffect;
investmentValuesWithCurrencyEffect[order.date] = (
investmentValuesWithCurrencyEffect[order.date] ?? new Big(0)
).add(transactionInvestmentWithCurrencyEffect);
timeWeightedInvestmentValues[order.date] =
totalInvestmentDays > 0
? sumOfTimeWeightedInvestments.div(totalInvestmentDays)
: new Big(0);
timeWeightedInvestmentValuesWithCurrencyEffect[order.date] =
totalInvestmentDays > 0
? sumOfTimeWeightedInvestmentsWithCurrencyEffect.div(
totalInvestmentDays
)
: new Big(0);
}
}
if (PortfolioCalculator.ENABLE_LOGGING) {
console.log('totalInvestment', totalInvestment.toNumber());
console.log(
'totalInvestmentWithCurrencyEffect',
totalInvestmentWithCurrencyEffect.toNumber()
);
console.log(
'totalGrossPerformance',
grossPerformance.minus(grossPerformanceAtStartDate).toNumber()
);
console.log(
'totalGrossPerformanceWithCurrencyEffect',
grossPerformanceWithCurrencyEffect
.minus(grossPerformanceAtStartDateWithCurrencyEffect)
.toNumber()
);
}
if (i === indexOfEndOrder) {
break;
}
}
const totalGrossPerformance = grossPerformance.minus(
grossPerformanceAtStartDate
);
const totalGrossPerformanceWithCurrencyEffect =
grossPerformanceWithCurrencyEffect.minus(
grossPerformanceAtStartDateWithCurrencyEffect
);
const totalNetPerformance = grossPerformance
.minus(grossPerformanceAtStartDate)
.minus(fees.minus(feesAtStartDate));
const totalNetPerformanceWithCurrencyEffect =
grossPerformanceWithCurrencyEffect
.minus(grossPerformanceAtStartDateWithCurrencyEffect)
.minus(feesWithCurrencyEffect.minus(feesAtStartDateWithCurrencyEffect));
const timeWeightedAverageInvestmentBetweenStartAndEndDate =
totalInvestmentDays > 0
? sumOfTimeWeightedInvestments.div(totalInvestmentDays)
: new Big(0);
const timeWeightedAverageInvestmentBetweenStartAndEndDateWithCurrencyEffect =
totalInvestmentDays > 0
? sumOfTimeWeightedInvestmentsWithCurrencyEffect.div(
totalInvestmentDays
)
: new Big(0);
const grossPerformancePercentage =
timeWeightedAverageInvestmentBetweenStartAndEndDate.gt(0)
? totalGrossPerformance.div(
timeWeightedAverageInvestmentBetweenStartAndEndDate
)
: new Big(0);
const grossPerformancePercentageWithCurrencyEffect =
timeWeightedAverageInvestmentBetweenStartAndEndDateWithCurrencyEffect.gt(
0
)
? totalGrossPerformanceWithCurrencyEffect.div(
timeWeightedAverageInvestmentBetweenStartAndEndDateWithCurrencyEffect
)
: new Big(0);
const feesPerUnit = totalUnits.gt(0)
? fees.minus(feesAtStartDate).div(totalUnits)
: new Big(0);
const feesPerUnitWithCurrencyEffect = totalUnits.gt(0)
? feesWithCurrencyEffect
.minus(feesAtStartDateWithCurrencyEffect)
.div(totalUnits)
: new Big(0);
const netPerformancePercentage =
timeWeightedAverageInvestmentBetweenStartAndEndDate.gt(0)
? totalNetPerformance.div(
timeWeightedAverageInvestmentBetweenStartAndEndDate
)
: new Big(0);
const netPerformancePercentageWithCurrencyEffect =
timeWeightedAverageInvestmentBetweenStartAndEndDateWithCurrencyEffect.gt(
0
)
? totalNetPerformanceWithCurrencyEffect.div(
timeWeightedAverageInvestmentBetweenStartAndEndDateWithCurrencyEffect
)
: new Big(0);
if (PortfolioCalculator.ENABLE_LOGGING) {
console.log(
`
${symbol}
Unit price: ${orders[indexOfStartOrder].unitPrice.toFixed(
2
)} -> ${unitPriceAtEndDate.toFixed(2)}
Total investment: ${totalInvestment.toFixed(2)}
Total investment with currency effect: ${totalInvestmentWithCurrencyEffect.toFixed(
2
)}
Time weighted investment: ${timeWeightedAverageInvestmentBetweenStartAndEndDate.toFixed(
2
)}
Time weighted investment with currency effect: ${timeWeightedAverageInvestmentBetweenStartAndEndDateWithCurrencyEffect.toFixed(
2
)}
Gross performance: ${totalGrossPerformance.toFixed(
2
)} / ${grossPerformancePercentage.mul(100).toFixed(2)}%
Gross performance with currency effect: ${totalGrossPerformanceWithCurrencyEffect.toFixed(
2
)} / ${grossPerformancePercentageWithCurrencyEffect
.mul(100)
.toFixed(2)}%
Fees per unit: ${feesPerUnit.toFixed(2)}
Fees per unit with currency effect: ${feesPerUnitWithCurrencyEffect.toFixed(
2
)}
Net performance: ${totalNetPerformance.toFixed(
2
)} / ${netPerformancePercentage.mul(100).toFixed(2)}%
Net performance with currency effect: ${totalNetPerformanceWithCurrencyEffect.toFixed(
2
)} / ${netPerformancePercentageWithCurrencyEffect.mul(100).toFixed(2)}%`
);
}
return {
currentValues,
currentValuesWithCurrencyEffect,
grossPerformancePercentage,
grossPerformancePercentageWithCurrencyEffect,
initialValue,
initialValueWithCurrencyEffect,
investmentValuesAccumulated,
investmentValuesAccumulatedWithCurrencyEffect,
investmentValuesWithCurrencyEffect,
netPerformancePercentage,
netPerformancePercentageWithCurrencyEffect,
netPerformanceValues,
netPerformanceValuesWithCurrencyEffect,
timeWeightedInvestmentValues,
timeWeightedInvestmentValuesWithCurrencyEffect,
totalInvestment,
totalInvestmentWithCurrencyEffect,
grossPerformance: totalGrossPerformance,
grossPerformanceWithCurrencyEffect:
totalGrossPerformanceWithCurrencyEffect,
hasErrors: totalUnits.gt(0) && (!initialValue || !unitPriceAtEndDate),
netPerformance: totalNetPerformance,
netPerformanceWithCurrencyEffect: totalNetPerformanceWithCurrencyEffect,
timeWeightedInvestment:
timeWeightedAverageInvestmentBetweenStartAndEndDate,
timeWeightedInvestmentWithCurrencyEffect:
timeWeightedAverageInvestmentBetweenStartAndEndDateWithCurrencyEffect
};
}
}