@sei-code/analytics/dist/market-data.d.ts

Blockchain data analysis and monitoring for Sei network

import { SeiAgent, BaseCapability } from '@sei-code/core';
import { SeiPrecompileManager } from '@sei-code/precompiles';
import type { MarketDataPoint, MarketIndicators, TradingSignal, MarketTrend, CorrelationMatrix } from './types';
export declare class MarketDataAgent extends BaseCapability {
    private agent;
    private precompiles;
    private priceCache;
    private cacheTimeout;
    constructor(agent: SeiAgent, precompiles: SeiPrecompileManager);
    execute(params: any): Promise<any>;
    getMarketData(denom: string, timeframe?: string): Promise<MarketDataPoint[]>;
    private getMultiTimeframeTWAP;
    private buildMarketDataPoints;
    private getIntervalsForTimeframe;
    private getIntervalMs;
    private estimateVolume;
    private estimateMarketCap;
    calculateTechnicalIndicators(denom: string, timeframe?: string): Promise<MarketIndicators>;
    private calculateRSI;
    private calculateMACD;
    private calculateEMA;
    private calculateMovingAverages;
    private calculateBollingerBands;
    private calculateSupportResistance;
    generateTradingSignals(denom: string, timeframe?: string): Promise<TradingSignal[]>;
    getMarketTrend(denom: string, timeframes?: string[]): Promise<MarketTrend[]>;
    private isCacheValid;
    calculateCorrelationMatrix(denoms: string[], timeframe?: string): Promise<CorrelationMatrix>;
    private calculateCorrelationCoefficients;
    private pearsonCorrelation;
    private analyzeCorrelations;
}
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