mirror of
https://github.com/freqtrade/frequi.git
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182 lines
5.5 KiB
TypeScript
182 lines
5.5 KiB
TypeScript
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import { StrategyBacktestResult, Trade } from '@/types';
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import {
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formatPercent,
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formatPrice,
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humanizeDurationFromSeconds,
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isNotUndefined,
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timestampms,
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} from './formatters';
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function getSortedTrades(trades: Trade[]): Trade[] {
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const sortedTrades = trades.slice().sort((a, b) => a.profit_ratio - b.profit_ratio);
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return sortedTrades;
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}
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function getBestPair(trades: Trade[]) {
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if (trades.length === 0) {
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return 'N/A';
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}
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const value = trades[trades.length - 1];
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return `${value.pair} ${formatPercent(value.profit_ratio, 2)}`;
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}
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function getWorstPair(trades: Trade[]) {
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if (trades.length === 0) {
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return 'N/A';
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}
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const value = trades[0];
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return `${value.pair} ${formatPercent(value.profit_ratio, 2)}`;
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}
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export function generateBacktestMetricRows(result: StrategyBacktestResult) {
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const sortedTrades = getSortedTrades(result.trades);
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const bestPair = getBestPair(sortedTrades);
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const worstPair = getWorstPair(sortedTrades);
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const pairSummary = result.results_per_pair[result.results_per_pair.length - 1];
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const formatPriceStake = (price) => {
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return `${formatPrice(price, result.stake_currency_decimals)} ${result.stake_currency}`;
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};
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// Transpose Result into readable format
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const shortMetrics =
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result.trade_count_short && result.trade_count_short > 0
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? [
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{ '___ ': '___' },
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{
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'Long / Short': `${result.trade_count_long} / ${result.trade_count_short}`,
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},
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{
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'Total profit Long': `${formatPercent(
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result.profit_total_long || 0,
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)} | ${formatPriceStake(result.profit_total_long_abs)}`,
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},
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{
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'Total profit Short': `${formatPercent(
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result.profit_total_short || 0,
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)} | ${formatPriceStake(result.profit_total_short_abs)}`,
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},
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]
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: [];
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const tmp = [
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{
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'Total Profit': `${formatPercent(result.profit_total)} | ${formatPriceStake(
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result.profit_total_abs,
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)}`,
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},
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{
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CAGR: `${result.cagr ? formatPercent(result.cagr) : 'N/A'}`,
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},
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{
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Sortino: `${result.sortino ? result.sortino.toFixed(2) : 'N/A'}`,
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},
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{
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Sharpe: `${result.sharpe ? result.sharpe.toFixed(2) : 'N/A'}`,
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},
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{
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Calmar: `${result.calmar ? result.calmar.toFixed(2) : 'N/A'}`,
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},
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{
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[`Expectancy ${result.expectancy_ratio ? '(ratio)' : ''}`]: `${
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result.expectancy
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? result.expectancy_ratio
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? result.expectancy.toFixed(2) + ' (' + result.expectancy_ratio.toFixed(2) + ')'
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: result.expectancy.toFixed(2)
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: 'N/A'
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}`,
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},
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{
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'Profit factor': `${result.profit_factor ? formatPrice(result.profit_factor, 3) : 'N/A'}`,
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},
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{
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'Total trades / Daily Avg Trades': `${result.total_trades} / ${result.trades_per_day}`,
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},
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// { 'First trade': result.backtest_fi },
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// { 'First trade Pair': result.backtest_best_day },
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{
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'Best day': `${formatPercent(result.backtest_best_day, 2)} | ${formatPriceStake(
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result.backtest_best_day_abs,
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)}`,
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},
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{
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'Worst day': `${formatPercent(result.backtest_worst_day, 2)} | ${formatPriceStake(
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result.backtest_worst_day_abs,
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)}`,
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},
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{
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'Win/Draw/Loss': `${pairSummary.wins} / ${pairSummary.draws} / ${pairSummary.losses} ${
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isNotUndefined(pairSummary.winrate)
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? '(WR: ' +
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formatPercent(
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result.results_per_pair[result.results_per_pair.length - 1].winrate ?? 0,
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2,
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) +
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')'
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: ''
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}`,
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},
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{
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'Days win/draw/loss': `${result.winning_days} / ${result.draw_days} / ${result.losing_days}`,
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},
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{
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'Avg. Duration winners': humanizeDurationFromSeconds(result.winner_holding_avg_s),
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},
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{
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'Avg. Duration Losers': humanizeDurationFromSeconds(result.loser_holding_avg_s),
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},
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{
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'Max Consecutive Wins / Loss':
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result.max_consecutive_wins === undefined
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? 'N/A'
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: `${result.max_consecutive_wins} / ${result.max_consecutive_losses}`,
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},
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{ 'Rejected entry signals': result.rejected_signals },
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{
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'Entry/Exit timeouts': `${result.timedout_entry_orders} / ${result.timedout_exit_orders}`,
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},
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{
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'Canceled Trade Entries': result.canceled_trade_entries ?? 'N/A',
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},
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{
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'Canceled Entry Orders': result.canceled_entry_orders ?? 'N/A',
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},
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{
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'Replaced Entry Orders': result.replaced_entry_orders ?? 'N/A',
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},
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...shortMetrics,
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{ ___: '___' },
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{ 'Min balance': formatPriceStake(result.csum_min) },
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{ 'Max balance': formatPriceStake(result.csum_max) },
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{ 'Market change': formatPercent(result.market_change) },
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{ '___ ': '___' },
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{
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'Max Drawdown (Account)': formatPercent(result.max_drawdown_account),
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},
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{
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'Max Drawdown ABS': formatPriceStake(result.max_drawdown_abs),
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},
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{
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'Drawdown high | low': `${formatPriceStake(result.max_drawdown_high)} | ${formatPriceStake(
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result.max_drawdown_low,
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)}`,
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},
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{ 'Drawdown start': timestampms(result.drawdown_start_ts) },
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{ 'Drawdown end': timestampms(result.drawdown_end_ts) },
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{ '___ ': '___' },
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{
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'Best Pair': `${result.best_pair.key} ${formatPercent(result.best_pair.profit_sum)}`,
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},
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{
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'Worst Pair': `${result.worst_pair.key} ${formatPercent(result.worst_pair.profit_sum)}`,
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},
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{ 'Best single Trade': bestPair },
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{ 'Worst single Trade': worstPair },
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];
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return tmp;
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}
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