gitdb-database/dist/ai/summarizer.d.ts

A production-ready CLI tool for managing a NoSQL database using GitHub repositories as storage

export interface DatabaseSummary {
    collections: CollectionSummary[];
    recentActivity: ActivitySummary[];
    performanceMetrics: PerformanceMetrics;
    recommendations: string[];
    anomalies: string[];
}
export interface CollectionSummary {
    name: string;
    documentCount: number;
    lastModified: string;
    sizeEstimate: string;
    schemaComplexity: 'simple' | 'moderate' | 'complex';
    accessPattern: 'read-heavy' | 'write-heavy' | 'balanced';
}
export interface ActivitySummary {
    type: 'insert' | 'update' | 'delete' | 'query' | 'rollback';
    collection: string;
    timestamp: string;
    impact: 'low' | 'medium' | 'high';
    description: string;
}
export interface PerformanceMetrics {
    totalDocuments: number;
    totalCollections: number;
    averageQueryTime: number;
    cacheHitRate: number;
    compressionRatio: number;
    storageEfficiency: number;
}
export declare class AISummarizer {
    private octokit;
    private owner;
    private repo;
    constructor(token: string, owner: string, repo: string);
    /**
     * Generate comprehensive database summary
     */
    generateSummary(): Promise<DatabaseSummary>;
    /**
     * Get collection summaries
     */
    private getCollections;
    /**
     * Get data for a specific collection
     */
    private getCollectionData;
    /**
     * Get recent activity from commits
     */
    private getRecentActivity;
    /**
     * Calculate performance metrics
     */
    private calculatePerformanceMetrics;
    /**
     * Generate recommendations based on analysis
     */
    private generateRecommendations;
    /**
     * Detect anomalies in the database
     */
    private detectAnomalies;
    private estimateSize;
    private assessSchemaComplexity;
    private determineAccessPattern;
    private determineActivityType;
    private extractCollectionFromMessage;
    private assessImpact;
    private estimateQueryTime;
    private estimateCacheHitRate;
    private estimateCompressionRatio;
    private calculateStorageEfficiency;
}
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