datapilot-cli
Version:
Enterprise-grade streaming multi-format data analysis with comprehensive statistical insights and intelligent relationship detection - supports CSV, JSON, Excel, TSV, Parquet - memory-efficient, cross-platform
52 lines • 2.24 kB
TypeScript
/**
* Section 5: Data Engineering & Structural Insights Formatter
* Formats engineering analysis results into comprehensive markdown reports
*/
import type { Section5Result } from './types';
export declare class Section5Formatter {
/**
* Format Section 5 results into comprehensive markdown report
*/
static formatMarkdown(result: Section5Result): string;
private static formatHeader;
private static formatExecutiveSummary;
private static formatSchemaAnalysis;
private static formatCurrentSchema;
private static formatOptimizedSchema;
private static formatDataTypeConversions;
private static formatEncodingRecommendations;
private static formatNormalizationInsights;
private static formatStructuralIntegrity;
private static formatPrimaryKeyCandidates;
private static formatForeignKeyRelationships;
private static formatDataIntegrityScore;
private static formatOrphanedRecords;
private static formatTransformationPipeline;
private static formatColumnStandardization;
private static formatMissingValueStrategy;
private static formatOutlierTreatment;
private static formatCategoricalEncoding;
private static formatNumericalTransformations;
private static formatDateTimeEngineering;
private static formatTextProcessing;
private static formatScalabilityAssessment;
private static formatTechnologyRecommendations;
private static formatPerformanceOptimizations;
private static formatDataGovernance;
private static formatSensitivityClassification;
private static formatDataFreshnessAnalysis;
private static formatComplianceConsiderations;
private static formatMLReadiness;
private static formatMLEnhancingFactors;
private static formatMLChallenges;
private static formatFeaturePreparationMatrix;
private static formatModelingConsiderations;
private static formatKnowledgeBase;
private static formatDatasetProfile;
private static formatSchemaRecommendationsSummary;
private static formatKeyTransformationsSummary;
private static formatWarnings;
private static formatPerformanceMetrics;
private static formatTable;
}
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