Files
GifariKemal e8355b3f62 feat: add 5 dashboard features — dark mode, trade history, backtests, model insights, alerts
- Dark mode: class-based theme toggle with localStorage persistence and flash prevention
- Trade History (/trades): paginated table, stats cards, equity curve chart with DB API endpoints
- Backtest Viewer (/backtests): log parser for 35 backtest results, sidebar + detail + comparison tabs
- Model Insights: dashboard card + dialog showing feature importance, regime distribution, training history
- Alert/Signal Log (/alerts): signal stats, filterable table with execution tracking
- API: 8 new endpoints with psycopg2 DB connection pool
- Dark mode sweep across books page, about dialog, and all dashboard components
- Architecture docs rewritten with Mermaid diagrams (23 docs)
- README and FEATURES.md rewritten bilingual (Indonesian + English)
- main_live.py: write model_metrics.json on startup and retrain

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-09 05:46:54 +07:00

241 lines
7.7 KiB
JavaScript

/**
* Script to generate src/data/backtests.ts from backtest result log files.
* Scans backtests/*_results/ for the most recent .log file in each directory,
* parses performance metrics and trade log, and outputs static TS data.
*
* Run: node scripts/generate-backtests.js
*/
const fs = require("fs");
const path = require("path");
const BACKTESTS_DIR = path.resolve(__dirname, "..", "..", "backtests");
const OUT = path.join(__dirname, "..", "src", "data", "backtests.ts");
function escapeForTemplate(str) {
return str.replace(/\\/g, "\\\\").replace(/`/g, "\\`").replace(/\$\{/g, "\\${");
}
function parseMetric(text, pattern) {
const m = text.match(pattern);
return m ? m[1].trim() : null;
}
function parseNumber(text, pattern) {
const val = parseMetric(text, pattern);
if (!val) return 0;
return parseFloat(val.replace(/[,$]/g, "")) || 0;
}
function parsePercent(text, pattern) {
const val = parseMetric(text, pattern);
if (!val) return 0;
return parseFloat(val.replace("%", "")) || 0;
}
function parseExitReasons(text) {
const section = text.match(/--- EXIT REASON(?:S| BREAKDOWN) ---\n([\s\S]*?)(?=\n---|\n\n\n)/);
if (!section) return [];
const lines = section[1].trim().split("\n");
return lines.map((line) => {
const m = line.match(/^\s*(\S+)\s*:\s*(\d+)\s*\(\s*([\d.]+)%\)/);
if (!m) return null;
return { reason: m[1], count: parseInt(m[2]), pct: parseFloat(m[3]) };
}).filter(Boolean);
}
function parseDirectionBreakdown(text) {
const section = text.match(/--- DIRECTION(?:\s+BREAKDOWN)? ---\n([\s\S]*?)(?=\n---|\n\n\n)/);
if (!section) return [];
const lines = section[1].trim().split("\n");
return lines.map((line) => {
const m = line.match(/^\s*(BUY|SELL):\s*(\d+)\s*trades?,\s*([\d.]+)%\s*WR,\s*\$\s*([-\d,.]+)/);
if (!m) return null;
return { direction: m[1], trades: parseInt(m[2]), winRate: parseFloat(m[3]), pnl: parseFloat(m[4].replace(/,/g, "")) };
}).filter(Boolean);
}
function parseSessionBreakdown(text) {
const section = text.match(/--- SESSION BREAKDOWN ---\n([\s\S]*?)(?=\n---|\n\n\n)/);
if (!section) return [];
const lines = section[1].trim().split("\n");
return lines.map((line) => {
const m = line.match(/^\s*(.+?)\s*:\s*(\d+)\s*trades?,\s*([\d.]+)%\s*WR,\s*\$\s*([-\d,.]+)/);
if (!m) return null;
return { session: m[1].trim(), trades: parseInt(m[2]), winRate: parseFloat(m[3]), pnl: parseFloat(m[4].replace(/,/g, "")) };
}).filter(Boolean);
}
function parseTrades(text) {
const section = text.match(/--- TRADE LOG ---\n.*\n-+\n([\s\S]*?)$/);
if (!section) return [];
const lines = section[1].trim().split("\n");
return lines.slice(0, 500).map((line) => {
// Format: # date time DIR entry exit P/L result exit_reason conf mode session
const m = line.match(
/^\s*(\d+)\s+(\d{4}-\d{2}-\d{2}\s+\d{2}:\d{2})\s+(BUY|SELL)\s+([\d.]+)\s+([\d.]+)\s+([-\d.]+)\s+(WIN|LOSS)\s+(\S+)\s+(\d+)%\s+(\S+)\s+(.+)$/
);
if (!m) return null;
return {
num: parseInt(m[1]),
time: m[2],
dir: m[3],
entry: parseFloat(m[4]),
exit: parseFloat(m[5]),
pnl: parseFloat(m[6]),
result: m[7],
exitReason: m[8],
conf: parseInt(m[9]),
mode: m[10],
session: m[11].trim(),
};
}).filter(Boolean);
}
function formatName(dirName) {
// "01_smc_only_results" -> "SMC Only"
return dirName
.replace(/_results$/, "")
.replace(/^\d+_/, "")
.split("_")
.map((w) => w.charAt(0).toUpperCase() + w.slice(1))
.join(" ");
}
// Find all backtest result directories
const resultDirs = fs
.readdirSync(BACKTESTS_DIR)
.filter((d) => d.endsWith("_results") && fs.statSync(path.join(BACKTESTS_DIR, d)).isDirectory())
.sort();
console.log(`Found ${resultDirs.length} backtest result directories`);
const results = [];
for (const dir of resultDirs) {
const dirPath = path.join(BACKTESTS_DIR, dir);
const logFiles = fs
.readdirSync(dirPath)
.filter((f) => f.endsWith(".log"))
.sort()
.reverse(); // most recent first
if (logFiles.length === 0) {
console.warn(` SKIP ${dir}: no .log files`);
continue;
}
const logFile = logFiles[0];
const logPath = path.join(dirPath, logFile);
const text = fs.readFileSync(logPath, "utf-8");
const idMatch = dir.match(/^(\d+)/);
const id = idMatch ? parseInt(idMatch[1]) : results.length + 1;
const result = {
id,
slug: dir.replace(/_results$/, ""),
name: formatName(dir),
logFile,
generatedAt: parseMetric(text, /Generated:\s*(.+)/),
period: parseMetric(text, /Period:\s*(.+)/),
strategy: parseMetric(text, /Strategy:\s*(.+)/),
// Support both verbose "Total Trades: 686" and compact "Trades: 683 | WR: 73.4%" formats
totalTrades: parseNumber(text, /Total Trades:\s*([\d,]+)/) || parseNumber(text, /Trades:\s*([\d,]+)/),
wins: parseNumber(text, /Wins:\s*([\d,]+)/),
losses: parseNumber(text, /Losses:\s*([\d,]+)/),
winRate: parsePercent(text, /Win Rate:\s*([\d.]+)%/) || parsePercent(text, /WR:\s*([\d.]+)%/),
totalProfit: parseNumber(text, /Total Profit:\s*\$([\d,.]+)/),
totalLoss: parseNumber(text, /Total Loss:\s*\$([\d,.]+)/),
netPnl: parseNumber(text, /Net PnL:\s*\$\s*([-\d,.]+)/),
profitFactor: parseNumber(text, /Profit Factor:\s*([\d.]+)/) || parseNumber(text, /PF:\s*([\d.]+)/),
maxDrawdown: parsePercent(text, /Max Drawdown:\s*([\d.]+)%/) || parsePercent(text, /Max DD:\s*([\d.]+)%/),
maxDrawdownUsd: parseNumber(text, /Max Drawdown:\s*[\d.]+%\s*\(\$([\d,.]+)\)/),
avgWin: parseNumber(text, /Avg Win:\s*\$([\d,.]+)/),
avgLoss: parseNumber(text, /Avg Loss:\s*\$([\d,.]+)/),
expectancy: parseNumber(text, /Expectancy:\s*\$([-\d,.]+)/),
sharpeRatio: parseNumber(text, /Sharpe Ratio:\s*([-\d.]+)/) || parseNumber(text, /Sharpe:\s*([-\d.]+)/),
exitReasons: parseExitReasons(text),
directionBreakdown: parseDirectionBreakdown(text),
sessionBreakdown: parseSessionBreakdown(text),
tradeCount: 0, // set below
};
// Parse trades (store just count for the static file - trades are big)
const trades = parseTrades(text);
result.tradeCount = trades.length;
// Fix negative Net PnL (the regex may miss the sign)
if (text.includes("Net PnL:") && text.match(/Net PnL:\s*-/)) {
result.netPnl = -Math.abs(result.netPnl);
}
results.push(result);
console.log(` OK ${dir}: ${result.totalTrades} trades, ${result.winRate}% WR, $${result.netPnl} PnL`);
}
// Sort by id
results.sort((a, b) => a.id - b.id);
// Generate output
const outDir = path.dirname(OUT);
if (!fs.existsSync(outDir)) {
fs.mkdirSync(outDir, { recursive: true });
}
let output = `// AUTO-GENERATED — do not edit manually.
// Run: node scripts/generate-backtests.js
export interface ExitReason {
reason: string;
count: number;
pct: number;
}
export interface DirectionBreakdown {
direction: string;
trades: number;
winRate: number;
pnl: number;
}
export interface SessionBreakdown {
session: string;
trades: number;
winRate: number;
pnl: number;
}
export interface BacktestResult {
id: number;
slug: string;
name: string;
logFile: string;
generatedAt: string | null;
period: string | null;
strategy: string | null;
totalTrades: number;
wins: number;
losses: number;
winRate: number;
totalProfit: number;
totalLoss: number;
netPnl: number;
profitFactor: number;
maxDrawdown: number;
maxDrawdownUsd: number;
avgWin: number;
avgLoss: number;
expectancy: number;
sharpeRatio: number;
exitReasons: ExitReason[];
directionBreakdown: DirectionBreakdown[];
sessionBreakdown: SessionBreakdown[];
tradeCount: number;
}
export const backtestResults: BacktestResult[] = ${JSON.stringify(results, null, 2)};
`;
fs.writeFileSync(OUT, output, "utf-8");
console.log(`\nGenerated ${OUT} with ${results.length} backtest results.`);