update

ecosystem.config.js

@@ -0,0 +1,18 @@
+module.exports = {
+  apps: [
+    {
+      name: "ai-trading-sys",
+      script: "node dist/app.js",
+      instances: 1,
+      autorestart: true,
+      watch: false,
+      max_memory_restart: "512M",
+      env: {
+        NODE_ENV: "development",
+      },
+      env_production: {
+        NODE_ENV: "production",
+      },
+    },
+  ],
+}; 

src/app.ts

@@ -6,7 +6,7 @@ import positionsApi from './api/positions';
 import candlesApi from './api/candles';
 import swaggerUi from 'swagger-ui-express';
 import YAML from 'yamljs';
-import './schedule/candleAnalysisSchedule';
+import './schedule';
 
 
 const app: Application = express();

src/dao/analysis.ts

@@ -0,0 +1,22 @@
+export interface Analysis {
+  symbol: string;
+  interval: string;
+  emaDirection: string;
+  macdDirection: string;
+  isMacdCrossUp: boolean;
+  isMacdCrossDown: boolean;
+  isMacdUpper: boolean;
+  isMacdLower: boolean;
+  isEmaCrossUp: boolean;
+  isEmaCrossDown: boolean;
+  isPinBar: boolean;
+  isHighVolatility: boolean;
+  isBuy: boolean;
+  isSell: boolean;
+  isTouch200: boolean;
+  isReverse200: boolean;
+  lowHight: number;
+  numberTouch200: number;
+  numberMacdCrossUp: number;
+  numberMacdCrossDown: number;
+}

src/dao/order.ts

@@ -0,0 +1,9 @@
+export interface Order {
+  symbol: string;
+  side: "buy" | "sell";
+  entry: number;
+  volume: number;
+  leverage?: number;
+  stopLoss?: number;
+  takeProfit?: number;
+}

src/dao/position.ts

@@ -0,0 +1,9 @@
+export interface Position {
+  symbol: string;
+  side: string;
+  entry: number;
+  leverage: number;
+  volume: number;
+  profit: number;
+  profitPercentage: number;
+}

src/dao/subwave.ts

@@ -0,0 +1,10 @@
+export interface Subwave {
+  symbol: string;
+  interval: string;
+  subwave: string;
+  subwaveDirection: string;
+  subwaveType: string;
+  subwaveLength: number;
+  subwaveStart: number;
+  subwaveEnd: number;
+}

src/dao/wave.ts

@@ -0,0 +1,9 @@
+export interface Wave {
+  symbol: string;
+  interval: string;
+  trend: 'Bullish' | 'Bearish';
+  numberTouchEma: number;
+  numberMacdCrossUp: number;
+  numberMacdCrossDown: number;
+  lowOrHighPrice: number;
+} 

src/handlers/candleHandler.ts

@@ -1,11 +1,23 @@
 import { Request, Response } from 'express';
 import { BybitService } from '../services/bybitService';
-import * as indicatorService from '../services/indicatorService';
+import { IndicatorService } from '../services/indicatorService';
+import { Candle } from '../dao/candles';
+import { KlineIntervalV3 } from 'bybit-api';
 
 export const analyzeCandles = async (req: Request, res: Response) => {
-  const { symbol, interval } = req.params;
+  const { symbol, interval: intervalString } = req.params;
+  const interval = intervalString as KlineIntervalV3;
   const bybitService = new BybitService(process.env.BYBIT_API_KEY!, process.env.BYBIT_API_SECRET!);
-  const candles = await bybitService.getCandles({ symbol, interval: '5', category: 'linear', limit: 200 });
+  const candles = await bybitService.getCandles({ symbol, interval, category: 'linear', limit: 200 });
-  const analysis = indicatorService.analyze(candles);
+  const indicatorService = new IndicatorService();
+  const analysis = indicatorService.analyze(candles, {
+    symbol,
+    interval,
+    trend: 'Bullish',
+    numberTouchEma: 0,
+    numberMacdCrossUp: 0,
+    numberMacdCrossDown: 0,
+    lowOrHighPrice: 0,
+  });
   res.json(analysis);
 }; 

src/helpers/candles.ts

@@ -1,9 +1,4 @@
-interface Candle {
+import { Candle } from "../dao/candles";
-  open: number;
-  close: number;
-  low: number;
-  high: number;
-}
 
 type PatternType =
   | "Doji"
@@ -647,3 +642,28 @@ export function isHighVolatilityCandle(candles: Candle[]): boolean {
   // A candle is considered high volatility if either its range or its body size (or both) are significantly larger
   return isRangeHigh || isBodySizeHigh;
 }
+
+function upperShadow(candle: Candle): number {
+  return candle.high - Math.max(candle.open, candle.close);
+}
+
+function lowerShadow(candle: Candle): number {
+  return Math.min(candle.open, candle.close) - candle.low;
+}
+
+export function isPinBar(candle: Candle): {isPinBar: boolean, isBullish: boolean, isBearish: boolean} {
+  const bodySize = getBodySize(candle);
+  const totalRange = getTotalRange(candle);
+  const upperShadowSize = upperShadow(candle);
+  const lowerShadowSize = lowerShadow(candle);
+
+  if (bodySize < totalRange * 0.3 && upperShadowSize > bodySize * 2) {
+    return {isPinBar: true, isBullish: true, isBearish: false};
+  }
+
+  if (bodySize < totalRange * 0.3 && lowerShadowSize > bodySize * 2) {
+    return {isPinBar: true, isBullish: false, isBearish: true};
+  }
+
+  return {isPinBar: false, isBullish: false, isBearish: false};
+}

src/schedule/candleAnalysisSchedule.ts

@@ -1,25 +1,94 @@
 import schedule from 'node-schedule';
-import * as indicatorService from '../services/indicatorService';
+import { IndicatorService } from '../services/indicatorService';
 import { BybitService } from '../services/bybitService';
 import { KlineIntervalV3 } from 'bybit-api';
 import { sendLarkMessage } from '../services/messageService';
+import { Candle } from '../dao/candles';
+import { Order } from '../dao/order';
 
-// Hàm thực hiện phân tích nến
+const indicatorService = new IndicatorService();
-async function analyzeCandlesJob(symbol: string, interval: KlineIntervalV3) {
+const bybitService = new BybitService(process.env.BYBIT_API_KEY!, process.env.BYBIT_API_SECRET!, false);
-  const bybitService = new BybitService(process.env.BYBIT_API_KEY!, process.env.BYBIT_API_SECRET!, false);
+
-  // TODO: Lấy client thật nếu cần
+function sendMessage(message: string) {
-  const candles = await bybitService.getCandles({ symbol, interval, category: 'linear', limit: 200 });
+  sendLarkMessage('oc_f9b2e8f0309ecab0c94e3e134b0ddd29', message);
-  const analysis = indicatorService.analyze(candles);
-  await sendLarkMessage('oc_f9b2e8f0309ecab0c94e3e134b0ddd29', JSON.stringify(analysis));
-  // Có thể gửi kết quả qua Lark, lưu DB, ...
 }
 
-// Lập lịch chạy vào 00:00 mỗi ngày
+// Hàm thực hiện phân tích nến
-const rule = new schedule.RecurrenceRule();
+export async function analyzeCandlesJob(symbol: string, interval: KlineIntervalV3, end?: number) {
-rule.minute = [4, 9, 14, 19, 24, 29, 34, 39, 44, 49, 54, 59];
+  // TODO: Lấy client thật nếu cần
-rule.second = 59;
+  const candles = await bybitService.getCandles({ symbol, interval, category: 'linear', limit: 500, end });
+  const wave = await indicatorService.getWave(symbol, interval);
+  console.log(wave);
+  const analysis= indicatorService.analyze(candles, wave);
+  indicatorService.handleEvent(analysis, candles, {
+    onBuy: (order: Order, reason: string) => {
+      sendMessage(`Buy ${symbol} ${interval}M ${reason}
+        symbol: ${order.symbol}
+        side: ${order.side}
+        entry: ${order.entry}
+        stopLoss: ${order.stopLoss}
+        volume: ${order.volume}
+        reason: ${reason}
+        `);
+      console.log(`Buy ${symbol} ${interval}M ${reason} ${candles[0].time}`);
+    },
+    onSell: (order: Order, reason: string) => {
+      sendMessage(`Sell ${symbol} ${interval}M ${reason}
+        symbol: ${order.symbol}
+        side: ${order.side}
+        entry: ${order.entry}
+        stopLoss: ${order.stopLoss}
+        volume: ${order.volume}
+        reason: ${reason}
+        `);
+      console.log(`Sell ${symbol} ${interval}M ${reason} ${candles[0].time}`);
+    },
+    onEvent: (data: any, eventType: string) => {
+      sendMessage(`${eventType} ${symbol} ${interval}M ${data.close}`)
+      console.log(`${eventType} ${symbol} ${interval}M ${JSON.stringify(data)}`);
+    },
+  });
+  analysis.symbol = symbol;
+  analysis.interval = interval;
+  console.log(analysis);
+  await indicatorService.upsertWave({
+    symbol,
+    interval,
+    trend: analysis.emaDirection as 'Bullish' | 'Bearish',
+    numberTouchEma: analysis.numberTouch200,
+    numberMacdCrossUp: analysis.numberMacdCrossUp,
+    numberMacdCrossDown: analysis.numberMacdCrossDown,
+    lowOrHighPrice: analysis.lowHight,
+  });
+}
 
-schedule.scheduleJob(rule, () => {
+export function createCandleAnalysisSchedule(symbol: string, interval: KlineIntervalV3) {
-  // Có thể lặp qua nhiều symbol/interval nếu muốn
+  const rule = new schedule.RecurrenceRule();
-  analyzeCandlesJob('BTCUSDT', '5');
+  rule.tz = 'Asia/Ho_Chi_Minh';
-}); 
+  switch (interval) {
+    case '5':
+      rule.minute = [4, 9, 14, 19, 24, 29, 34, 39, 44, 49, 54, 59];
+      break;
+    case '15':
+      rule.minute = [14, 29, 44, 59];
+      break;
+    case '30':
+      rule.minute = [29, 59];
+      break;
+    case '60':
+      rule.minute = [59];
+      break;
+    case '240':
+      rule.minute = [59];
+      rule.hour = [2, 6, 10, 14, 18, 22];
+      break;
+    case 'D':
+      rule.minute = [59];
+      rule.hour = [6];
+      break;
+  }
+  rule.second = 59;
+  schedule.scheduleJob(rule, () => {
+    analyzeCandlesJob(symbol, interval);
+  });
+}

src/schedule/index.ts

@@ -0,0 +1,8 @@
+import { createCandleAnalysisSchedule } from "./candleAnalysisSchedule";
+
+createCandleAnalysisSchedule("ETHUSDT", "15");
+createCandleAnalysisSchedule("BTCUSDT", "15");
+createCandleAnalysisSchedule("ETHUSDT", "60");
+createCandleAnalysisSchedule("BTCUSDT", "60");
+createCandleAnalysisSchedule("ETHUSDT", "240");
+createCandleAnalysisSchedule("BTCUSDT", "240");

src/services/indicatorService.ts

@@ -1,11 +1,33 @@
 import { EMA, MACD } from "technicalindicators";
 import { Candle } from "../dao/candles";
-import { analyzeCandleSequence } from "../helpers/candles";
+import { analyzeCandleSequence, isHighVolatilityCandle, isPinBar } from "../helpers/candles";
+import { Analysis } from "../dao/analysis";
+import { KlineIntervalV3 } from "bybit-api";
+import { Order } from "../dao/order";
+import { supabase } from "./supabaseService";
+import { Wave } from "../dao/wave";
+
+export interface EventHandler {
+  onBuy: (candle: Order, reason: string) => void;
+  onSell: (candle: Order, reason: string) => void;
+  onEvent: (data: any, eventType: string) => void;
+}
 
 export class IndicatorService {
   constructor() {}
 
-  analyze(candles: Candle[]): { ema34: number; ema200: number; macd: any } {
+  analyze(candles: Candle[], wave: Wave): Analysis {
+    if (!wave) {
+      wave = {
+        symbol: "",
+        interval: "",
+        trend: "Bullish",
+        numberTouchEma: 0,
+        numberMacdCrossUp: 0,
+        numberMacdCrossDown: 0,
+        lowOrHighPrice: 0,
+      };
+    }
     let close = candles.map((c) => c.close);
     const ema34 = EMA.calculate({
       period: 34,
@@ -27,28 +49,213 @@ export class IndicatorService {
       reversedInput: true,
     });
     const candle = candles[0];
+
+    const analysis: Analysis = {
+      symbol: wave.symbol,
+      interval: wave.interval,
+      emaDirection: "",
+      macdDirection: "",
+      isMacdCrossUp: false,
+      isMacdCrossDown: false,
+      isEmaCrossUp: false,
+      isEmaCrossDown: false,
+      isPinBar: false,
+      isHighVolatility: false,
+      isBuy: false,
+      isSell: false,
+      isTouch200: false,
+      isReverse200: false,
+      lowHight: wave.lowOrHighPrice,  
+      numberTouch200: wave.numberTouchEma,
+      numberMacdCrossUp: wave.numberMacdCrossUp, 
+      numberMacdCrossDown: wave.numberMacdCrossDown,
+      isMacdUpper: false,
+      isMacdLower: false,
+    };
+
+    if (ema34[0] > ema200[0]) {
+      if (wave.trend === "Bearish") {
+        analysis.numberTouch200 = 0;
+      }
+      analysis.emaDirection = "Bullish";
+    } else {
+      if (wave.trend === "Bullish") {
+        analysis.numberTouch200 = 0;
+      }
+      analysis.emaDirection = "Bearish";
+    }
+
+    if (macd[0].MACD! > macd[0].signal!) {
+      if (wave.trend === "Bearish") {
+        analysis.numberMacdCrossUp = 0;
+        analysis.numberMacdCrossDown = 0;
+      }
+      analysis.macdDirection = "Bullish";
+    } else {
+      if (wave.trend === "Bullish") {
+        analysis.numberMacdCrossDown = 0;
+        analysis.numberMacdCrossUp = 0;
+      }
+      analysis.macdDirection = "Bearish";
+    }
+
+    if (analysis.emaDirection === "Bullish") {
+      if (analysis.lowHight < candle.high) {
+        analysis.lowHight = candle.high;
+      }
+    } else {
+      if (analysis.lowHight > candle.low) {
+        analysis.lowHight = candle.low;
+      }
+    }
+
+    if (macd[0].MACD! > 0) {
+      analysis.isMacdUpper = true;
+    } else {
+      analysis.isMacdLower = true;
+    }
+
+    if (macd[0].MACD! > macd[0].signal! && macd[1].MACD! < macd[1].signal!) {
+      analysis.isMacdCrossUp = true;
+      analysis.numberMacdCrossUp++;
+    } else if (macd[0].MACD! < macd[0].signal! && macd[1].MACD! > macd[1].signal!) {
+      analysis.isMacdCrossDown = true;
+      analysis.numberMacdCrossDown++;
+    }
+
+    if (ema34[0] > ema200[0] && ema34[1] < ema200[1]) {
+      analysis.isEmaCrossUp = true;
+    } else if (ema34[0] < ema200[0] && ema34[1] > ema200[1]) {
+      analysis.isEmaCrossDown = true;
+    }
+
+    if (isPinBar(candle).isPinBar) {
+      analysis.isPinBar = true;
+    }
+
+    if (isHighVolatilityCandle(candles.slice(0, 50).reverse())) {
+      analysis.isHighVolatility = true;
+    }
+
     if (
       candle.low < ema200[0] &&
       candle.high > ema200[0] &&
-      candle.close > ema200[0]
+      candle.close > ema200[0] &&
+      candle.open > ema200[0] &&
+      analysis.emaDirection === "Bullish"
     ) {
-      console.log("Buy");
+      analysis.numberTouch200++;
+      analysis.isTouch200 = true;
     }
 
     if (
       candle.high > ema200[0] &&
       candle.low < ema200[0] &&
-      candle.close < ema200[0]
+      candle.close < ema200[0] &&
+      candle.open < ema200[0] &&
+      analysis.emaDirection === "Bearish"
     ) {
-      console.log("Sell");
+      analysis.numberTouch200++;
+      analysis.isTouch200 = true;
     }
 
-    const candleAnalysis = analyzeCandleSequence([
+    if (candle.open < ema200[0] && candle.close > ema200[0] && analysis.emaDirection === "Bullish") {
-      candles[2],
+      const candlesCheck = [candles[3], candles[2], candles[1], candles[0]];
-      candles[1],
+      const ema200Check = [ema200[3], ema200[2], ema200[1], ema200[0]];
-      candles[0],
+      const candleCheck = candlesCheck.find(
-    ]);
+        (c, i) => c.close < ema200Check[i] && c.open > ema200Check[i]
+      );
+      if (candleCheck) {
+        analysis.numberTouch200++;
+        analysis.isReverse200 = true;
+      }
+    }
 
-    return { ema34: ema34[0], ema200: ema200[0], macd: macd[0] };
+    if (candle.open > ema200[0] && candle.close < ema200[0] && analysis.emaDirection === "Bearish") {
+      const candlesCheck = [candles[3], candles[2], candles[1], candles[0]];
+      const ema200Check = [ema200[3], ema200[2], ema200[1], ema200[0]];
+      const candleCheck = candlesCheck.find(
+        (c, i) => c.close > ema200Check[i] && c.open < ema200Check[i]
+      );
+      if (candleCheck) {
+        analysis.numberTouch200++;
+        analysis.isReverse200 = true;
+      }
+    }
+
+    console.log(analysis);
+
+    return analysis;
+  }
+
+  makeOrder(analysis: Analysis, candles: Candle[], side: "buy" | "sell"): Order {
+    const last10Candles = candles.slice(0, 12);
+    const lowestPrice = last10Candles.reduce((min, c) => Math.min(min, c.low), Number.MAX_SAFE_INTEGER);
+    const highestPrice = last10Candles.reduce((max, c) => Math.max(max, c.high), Number.MIN_SAFE_INTEGER);
+    const order: Order = {
+      symbol: analysis.symbol,
+      side,
+      entry: candles[0].close,
+      stopLoss: side === "buy" ? lowestPrice : highestPrice,
+      volume: 1,
+    };
+    return order;
+  }
+
+  handleEvent(analysis: Analysis, candles: Candle[], eventHandler: EventHandler) {
+    if (analysis.isTouch200 && analysis.emaDirection === "Bullish") {
+      const order = this.makeOrder(analysis, candles, "buy");
+      eventHandler.onBuy(order, "Follow trend EMA Touch 200");
+    }
+    if (analysis.isTouch200 && analysis.emaDirection === "Bearish") {
+      const order = this.makeOrder(analysis, candles, "sell");
+      eventHandler.onSell(order, "Follow trend EMA Touch 200");
+    }
+    if (analysis.isMacdCrossUp && analysis.isMacdUpper) {
+      const order = this.makeOrder(analysis, candles, "buy");
+      eventHandler.onBuy(order, "Follow trend MACD Cross Up");
+    }
+    if (analysis.isMacdCrossDown && analysis.isMacdLower) {
+      const order = this.makeOrder(analysis, candles, "sell");
+      eventHandler.onSell(order, "Follow trend MACD Cross Down");
+    }
+
+    if (analysis.isMacdCrossUp && analysis.isMacdLower && analysis.numberMacdCrossUp >= 2) {
+      const order = this.makeOrder(analysis, candles, "buy");
+      eventHandler.onBuy(order, "Counter trend rủi ro cao MACD Cross Up");
+    }
+    if (analysis.isMacdCrossDown && analysis.isMacdUpper && analysis.numberMacdCrossDown >= 2) {
+      const order = this.makeOrder(analysis, candles, "sell");
+      eventHandler.onSell(order, "Counter trend rủi ro cao MACD Cross Down");
+    }
+  } 
+
+  /**
+   * Lấy bản ghi wave theo symbol và interval
+   */
+  async getWave(symbol: string, interval: string) {
+    const { data, error } = await supabase
+      .from('waves')
+      .select('*')
+      .eq('symbol', symbol)
+      .eq('interval', interval)
+      .single();
+    if (error) return null;
+    return data;
+  }
+
+  /**
+   * Update hoặc Insert wave theo symbol và interval
+   */
+  async upsertWave(wave: Wave) {
+    const { data, error } = await supabase
+      .from('waves')
+      .upsert([
+        wave
+      ], { onConflict: 'symbol,interval' });
+    if (error) {
+      console.error(error);
+    }
+    return data;
   }
 }

src/services/supabaseService.ts

@@ -1,6 +1,6 @@
 import { createClient, SupabaseClient } from '@supabase/supabase-js';
 
-const supabase: SupabaseClient = createClient(
+export const supabase: SupabaseClient = createClient(
   process.env.SUPABASE_URL || '',
   process.env.SUPABASE_KEY || ''
 );

test.ts

@@ -4,23 +4,21 @@ import * as indicatorService from "./src/services/indicatorService";
 import {
   analyzeCandleSequence,
   isHighVolatilityCandle,
+  isPinBar,
 } from "./src/helpers/candles";
+import { analyzeCandlesJob } from "./src/schedule/candleAnalysisSchedule";
 
 const bybitService = new BybitService(
   process.env.BYBIT_API_KEY!,
   process.env.BYBIT_API_SECRET!,
   false
 );
+
+function toTimestamp(strTime: string): number {
+  return new Date(strTime).getTime();
+}
+
 (async () => {
-  const candles = await bybitService.getCandles({
+  // await analyzeCandlesJob("ETHUSDT", "15", toTimestamp("2025-07-08 23:59:59"));
-    symbol: "BTCUSDT",
+  await analyzeCandlesJob("ETHUSDT", "15");
-    interval: "240",
-    category: "linear",
-    limit: 500,
-  });
-  console.log(candles[0], candles[1]);
-  const cA = analyzeCandleSequence([candles[2], candles[1], candles[0]]);
-  const isH = isHighVolatilityCandle(candles.reverse());
-  console.log(cA);
-  console.log("isHighVolatilityCandle", isH);
 })();

tsconfig.json

@@ -1,113 +1,18 @@
 {
   "compilerOptions": {
-    /* Visit https://aka.ms/tsconfig to read more about this file */
+    "target": "es2016",
-
+    "module": "commonjs",
-    /* Projects */
+    "rootDir": "src",
-    // "incremental": true,                              /* Save .tsbuildinfo files to allow for incremental compilation of projects. */
+    "outDir": "dist",
-    // "composite": true,                                /* Enable constraints that allow a TypeScript project to be used with project references. */
+    "esModuleInterop": true,
-    // "tsBuildInfoFile": "./.tsbuildinfo",              /* Specify the path to .tsbuildinfo incremental compilation file. */
+    "forceConsistentCasingInFileNames": true,
-    // "disableSourceOfProjectReferenceRedirect": true,  /* Disable preferring source files instead of declaration files when referencing composite projects. */
+    "strict": true,
-    // "disableSolutionSearching": true,                 /* Opt a project out of multi-project reference checking when editing. */
+    "skipLibCheck": true,
-    // "disableReferencedProjectLoad": true,             /* Reduce the number of projects loaded automatically by TypeScript. */
+    "resolveJsonModule": true,
-
+    "allowJs": true,
-    /* Language and Environment */
+    "declaration": true,
-    "target": "es2016",                                  /* Set the JavaScript language version for emitted JavaScript and include compatible library declarations. */
+    "baseUrl": "./"
-    // "lib": [],                                        /* Specify a set of bundled library declaration files that describe the target runtime environment. */
+  },
-    // "jsx": "preserve",                                /* Specify what JSX code is generated. */
+  "include": ["src/**/*"],
-    // "libReplacement": true,                           /* Enable lib replacement. */
+  "exclude": ["node_modules", "dist", "ecosystem.config.js", "test.ts"]
-    // "experimentalDecorators": true,                   /* Enable experimental support for legacy experimental decorators. */
-    // "emitDecoratorMetadata": true,                    /* Emit design-type metadata for decorated declarations in source files. */
-    // "jsxFactory": "",                                 /* Specify the JSX factory function used when targeting React JSX emit, e.g. 'React.createElement' or 'h'. */
-    // "jsxFragmentFactory": "",                         /* Specify the JSX Fragment reference used for fragments when targeting React JSX emit e.g. 'React.Fragment' or 'Fragment'. */
-    // "jsxImportSource": "",                            /* Specify module specifier used to import the JSX factory functions when using 'jsx: react-jsx*'. */
-    // "reactNamespace": "",                             /* Specify the object invoked for 'createElement'. This only applies when targeting 'react' JSX emit. */
-    // "noLib": true,                                    /* Disable including any library files, including the default lib.d.ts. */
-    // "useDefineForClassFields": true,                  /* Emit ECMAScript-standard-compliant class fields. */
-    // "moduleDetection": "auto",                        /* Control what method is used to detect module-format JS files. */
-
-    /* Modules */
-    "module": "commonjs",                                /* Specify what module code is generated. */
-    // "rootDir": "./",                                  /* Specify the root folder within your source files. */
-    // "moduleResolution": "node10",                     /* Specify how TypeScript looks up a file from a given module specifier. */
-    // "baseUrl": "./",                                  /* Specify the base directory to resolve non-relative module names. */
-    // "paths": {},                                      /* Specify a set of entries that re-map imports to additional lookup locations. */
-    // "rootDirs": [],                                   /* Allow multiple folders to be treated as one when resolving modules. */
-    // "typeRoots": [],                                  /* Specify multiple folders that act like './node_modules/@types'. */
-    // "types": [],                                      /* Specify type package names to be included without being referenced in a source file. */
-    // "allowUmdGlobalAccess": true,                     /* Allow accessing UMD globals from modules. */
-    // "moduleSuffixes": [],                             /* List of file name suffixes to search when resolving a module. */
-    // "allowImportingTsExtensions": true,               /* Allow imports to include TypeScript file extensions. Requires '--moduleResolution bundler' and either '--noEmit' or '--emitDeclarationOnly' to be set. */
-    // "rewriteRelativeImportExtensions": true,          /* Rewrite '.ts', '.tsx', '.mts', and '.cts' file extensions in relative import paths to their JavaScript equivalent in output files. */
-    // "resolvePackageJsonExports": true,                /* Use the package.json 'exports' field when resolving package imports. */
-    // "resolvePackageJsonImports": true,                /* Use the package.json 'imports' field when resolving imports. */
-    // "customConditions": [],                           /* Conditions to set in addition to the resolver-specific defaults when resolving imports. */
-    // "noUncheckedSideEffectImports": true,             /* Check side effect imports. */
-    // "resolveJsonModule": true,                        /* Enable importing .json files. */
-    // "allowArbitraryExtensions": true,                 /* Enable importing files with any extension, provided a declaration file is present. */
-    // "noResolve": true,                                /* Disallow 'import's, 'require's or '<reference>'s from expanding the number of files TypeScript should add to a project. */
-
-    /* JavaScript Support */
-    // "allowJs": true,                                  /* Allow JavaScript files to be a part of your program. Use the 'checkJS' option to get errors from these files. */
-    // "checkJs": true,                                  /* Enable error reporting in type-checked JavaScript files. */
-    // "maxNodeModuleJsDepth": 1,                        /* Specify the maximum folder depth used for checking JavaScript files from 'node_modules'. Only applicable with 'allowJs'. */
-
-    /* Emit */
-    // "declaration": true,                              /* Generate .d.ts files from TypeScript and JavaScript files in your project. */
-    // "declarationMap": true,                           /* Create sourcemaps for d.ts files. */
-    // "emitDeclarationOnly": true,                      /* Only output d.ts files and not JavaScript files. */
-    // "sourceMap": true,                                /* Create source map files for emitted JavaScript files. */
-    // "inlineSourceMap": true,                          /* Include sourcemap files inside the emitted JavaScript. */
-    // "noEmit": true,                                   /* Disable emitting files from a compilation. */
-    // "outFile": "./",                                  /* Specify a file that bundles all outputs into one JavaScript file. If 'declaration' is true, also designates a file that bundles all .d.ts output. */
-    // "outDir": "./",                                   /* Specify an output folder for all emitted files. */
-    // "removeComments": true,                           /* Disable emitting comments. */
-    // "importHelpers": true,                            /* Allow importing helper functions from tslib once per project, instead of including them per-file. */
-    // "downlevelIteration": true,                       /* Emit more compliant, but verbose and less performant JavaScript for iteration. */
-    // "sourceRoot": "",                                 /* Specify the root path for debuggers to find the reference source code. */
-    // "mapRoot": "",                                    /* Specify the location where debugger should locate map files instead of generated locations. */
-    // "inlineSources": true,                            /* Include source code in the sourcemaps inside the emitted JavaScript. */
-    // "emitBOM": true,                                  /* Emit a UTF-8 Byte Order Mark (BOM) in the beginning of output files. */
-    // "newLine": "crlf",                                /* Set the newline character for emitting files. */
-    // "stripInternal": true,                            /* Disable emitting declarations that have '@internal' in their JSDoc comments. */
-    // "noEmitHelpers": true,                            /* Disable generating custom helper functions like '__extends' in compiled output. */
-    // "noEmitOnError": true,                            /* Disable emitting files if any type checking errors are reported. */
-    // "preserveConstEnums": true,                       /* Disable erasing 'const enum' declarations in generated code. */
-    // "declarationDir": "./",                           /* Specify the output directory for generated declaration files. */
-
-    /* Interop Constraints */
-    // "isolatedModules": true,                          /* Ensure that each file can be safely transpiled without relying on other imports. */
-    // "verbatimModuleSyntax": true,                     /* Do not transform or elide any imports or exports not marked as type-only, ensuring they are written in the output file's format based on the 'module' setting. */
-    // "isolatedDeclarations": true,                     /* Require sufficient annotation on exports so other tools can trivially generate declaration files. */
-    // "erasableSyntaxOnly": true,                       /* Do not allow runtime constructs that are not part of ECMAScript. */
-    // "allowSyntheticDefaultImports": true,             /* Allow 'import x from y' when a module doesn't have a default export. */
-    "esModuleInterop": true,                             /* Emit additional JavaScript to ease support for importing CommonJS modules. This enables 'allowSyntheticDefaultImports' for type compatibility. */
-    // "preserveSymlinks": true,                         /* Disable resolving symlinks to their realpath. This correlates to the same flag in node. */
-    "forceConsistentCasingInFileNames": true,            /* Ensure that casing is correct in imports. */
-
-    /* Type Checking */
-    "strict": true,                                      /* Enable all strict type-checking options. */
-    // "noImplicitAny": true,                            /* Enable error reporting for expressions and declarations with an implied 'any' type. */
-    // "strictNullChecks": true,                         /* When type checking, take into account 'null' and 'undefined'. */
-    // "strictFunctionTypes": true,                      /* When assigning functions, check to ensure parameters and the return values are subtype-compatible. */
-    // "strictBindCallApply": true,                      /* Check that the arguments for 'bind', 'call', and 'apply' methods match the original function. */
-    // "strictPropertyInitialization": true,             /* Check for class properties that are declared but not set in the constructor. */
-    // "strictBuiltinIteratorReturn": true,              /* Built-in iterators are instantiated with a 'TReturn' type of 'undefined' instead of 'any'. */
-    // "noImplicitThis": true,                           /* Enable error reporting when 'this' is given the type 'any'. */
-    // "useUnknownInCatchVariables": true,               /* Default catch clause variables as 'unknown' instead of 'any'. */
-    // "alwaysStrict": true,                             /* Ensure 'use strict' is always emitted. */
-    // "noUnusedLocals": true,                           /* Enable error reporting when local variables aren't read. */
-    // "noUnusedParameters": true,                       /* Raise an error when a function parameter isn't read. */
-    // "exactOptionalPropertyTypes": true,               /* Interpret optional property types as written, rather than adding 'undefined'. */
-    // "noImplicitReturns": true,                        /* Enable error reporting for codepaths that do not explicitly return in a function. */
-    // "noFallthroughCasesInSwitch": true,               /* Enable error reporting for fallthrough cases in switch statements. */
-    // "noUncheckedIndexedAccess": true,                 /* Add 'undefined' to a type when accessed using an index. */
-    // "noImplicitOverride": true,                       /* Ensure overriding members in derived classes are marked with an override modifier. */
-    // "noPropertyAccessFromIndexSignature": true,       /* Enforces using indexed accessors for keys declared using an indexed type. */
-    // "allowUnusedLabels": true,                        /* Disable error reporting for unused labels. */
-    // "allowUnreachableCode": true,                     /* Disable error reporting for unreachable code. */
-
-    /* Completeness */
-    // "skipDefaultLibCheck": true,                      /* Skip type checking .d.ts files that are included with TypeScript. */
-    "skipLibCheck": true                                 /* Skip type checking all .d.ts files. */
-  }
 }