@simonecoelhosfo/optimizely-mcp-server/dist/parsers/SmartFieldMapper.d.ts

Optimizely MCP Server for AI assistants with integrated CLI tools

/**
 * Smart Field Mapper
 *
 * An intelligent field mapping system that learns from patterns and
 * automatically generates mappings for new fields. This prevents the
 * need for constant manual updates when new field patterns emerge.
 */
import { FieldMapper, FieldMapping } from './FieldMapper.js';
export declare class SmartFieldMapper extends FieldMapper {
    private learnedPatterns;
    private fieldRelationships;
    private unmappedFieldLog;
    constructor();
    /**
     * Initialize smart patterns based on field analysis
     */
    private initializeSmartPatterns;
    /**
     * Analyze entity relationships from schema
     */
    private analyzeEntityRelationships;
    /**
     * Analyze field patterns from schema
     */
    private analyzeFieldPatterns;
    /**
     * Override mapFields to add smart detection
     */
    mapFields(payload: Record<string, any>, options: {
        entityType: string;
        threshold?: number;
    }): Promise<FieldMapping[]>;
    /**
     * Detect smart mapping for a field
     */
    private detectSmartMapping;
    /**
     * Detect entity reference patterns
     */
    private detectEntityReference;
    /**
     * Detect suffix patterns
     */
    private detectSuffixPattern;
    /**
     * Detect prefix patterns
     */
    private detectPrefixPattern;
    /**
     * Find closest match using edit distance
     */
    private findClosestMatch;
    /**
     * Calculate edit distance between two strings
     */
    private editDistance;
    /**
     * Infer target field based on patterns
     */
    private inferTargetField;
    /**
     * Infer reference field from base
     */
    private inferReferenceField;
    /**
     * Log successful mapping for learning
     */
    private logSuccessfulMapping;
    /**
     * Track unmapped fields for analysis
     */
    private trackUnmappedField;
    /**
     * Get unmapped field report
     */
    getUnmappedFieldReport(): Array<{
        field: string;
        count: number;
    }>;
    /**
     * Generate mapping recommendations
     */
    generateRecommendations(): Array<{
        field: string;
        suggestedMapping: string;
        confidence: number;
    }>;
}
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