|
|
|
|
|
|
| |
| |
| |
| |
|
|
|
|
|
|
| type EmojiStatus = '🟢 Active' | '🟡 Pending' | '🔴 Inactive' | '⚫ Disabled';
|
| type NotificationLevel = '🔔 Info' | '⚠️ Warning' | '❌ Error' | '✅ Success';
|
| type ProcessingState = '⏳ Loading' | '🔄 Processing' | '✅ Complete' | '❌ Failed';
|
|
|
|
|
| interface EmojiUser {
|
| readonly id: string;
|
| name: string;
|
| email: string;
|
| status: EmojiStatus;
|
| avatar?: string;
|
|
|
|
|
| preferences: {
|
| theme: '🌙 Dark' | '☀️ Light' | '🌈 Auto';
|
| language: '🇺🇸 English' | '🇹🇭 Thai' | '🇯🇵 Japanese';
|
| notifications: {
|
| email: '✅ Enabled' | '❌ Disabled';
|
| push: '🔔 On' | '🔕 Off';
|
| desktop: '💻 Active' | '💻 Inactive';
|
| };
|
| privacy: {
|
| profileVisibility: '🌐 Public' | '🔒 Private' | '👥 Friends';
|
| dataSharing: '🤝 Allowed' | '🚫 Restricted';
|
| };
|
| };
|
|
|
|
|
| activity: {
|
| lastLogin: Date;
|
| sessionsToday: number;
|
| totalSessions: number;
|
| achievements: Array<{
|
| id: string;
|
| name: string;
|
| icon: '🏆 Trophy' | '⭐ Star' | '🎖️ Medal' | '🏅 Badge';
|
| earnedAt: Date;
|
| }>;
|
| };
|
|
|
|
|
| metadata: Record<string, {
|
| value: unknown;
|
| type: '📊 Metric' | '🏷️ Tag' | '🔗 Reference' | '📝 Note';
|
| updatedAt: Date;
|
| }>;
|
| }
|
|
|
|
|
| type WithEmojiStatus<T> = T & {
|
| status: EmojiStatus;
|
| statusHistory: Array<{
|
| status: EmojiStatus;
|
| timestamp: Date;
|
| reason?: string;
|
| actor: '👤 User' | '🤖 System' | '👨💼 Admin';
|
| }>;
|
| };
|
|
|
| type EmojiApiResponse<TData, TError = string> = {
|
| success: boolean;
|
| timestamp: Date;
|
| requestId: string;
|
| source: '🌐 Web' | '📱 Mobile' | '🖥️ Desktop' | '🤖 API';
|
| } & (
|
| | {
|
| success: true;
|
| data: TData;
|
| message: '✅ Operation successful';
|
| metadata: {
|
| processingTime: number;
|
| cacheHit: boolean;
|
| version: string;
|
| };
|
| }
|
| | {
|
| success: false;
|
| error: TError;
|
| message: '❌ Operation failed';
|
| details: {
|
| code: number;
|
| category: '🚫 Authorization' | '📊 Validation' | '💥 System' | '🌐 Network';
|
| retryable: boolean;
|
| };
|
| }
|
| );
|
|
|
|
|
| type EmojiExtract<T, U> = T extends `${infer Emoji} ${infer Rest}`
|
| ? Emoji extends '🟢' | '🟡' | '🔴' | '⚫'
|
| ? { emoji: Emoji; text: Rest; category: U }
|
| : never
|
| : never;
|
|
|
| type EmojiResolve<T> = {
|
| [K in keyof T]: T[K] extends string
|
| ? EmojiExtract<T[K], K>
|
| : T[K] extends Array<infer U>
|
| ? Array<EmojiResolve<U>>
|
| : T[K] extends object
|
| ? EmojiResolve<T[K]>
|
| : T[K];
|
| };
|
|
|
|
|
| type EmojiMetadata<T> = {
|
| readonly [K in keyof T]: {
|
| value: T[K];
|
| emoji: K extends 'success' ? '✅' :
|
| K extends 'error' ? '❌' :
|
| K extends 'warning' ? '⚠️' :
|
| K extends 'info' ? 'ℹ️' : '❓';
|
| timestamp: Date;
|
| source: '👤 User' | '🤖 System';
|
| validated: boolean;
|
| };
|
| };
|
|
|
|
|
| class EmojiAnalyticsEngine<TConfig extends Record<string, unknown>> {
|
| private readonly _config: TConfig;
|
| private readonly _metrics: Map<string, number>;
|
| private readonly _events: Array<EmojiAnalyticsEvent>;
|
| private _status: ProcessingState;
|
|
|
| constructor(config: TConfig) {
|
| this._config = config;
|
| this._metrics = new Map();
|
| this._events = [];
|
| this._status = '🟢 Ready' as ProcessingState;
|
|
|
| console.log('🚀 Analytics Engine initialized with emoji support');
|
| }
|
|
|
|
|
| async processAnalytics<T extends EmojiAnalyticsData>(
|
| data: T[],
|
| options: EmojiProcessingOptions<T> = {}
|
| ): Promise<EmojiApiResponse<EmojiAnalyticsResult<T>>> {
|
| try {
|
| this._status = '⏳ Loading';
|
|
|
|
|
| if (!Array.isArray(data) || data.length === 0) {
|
| return this.createErrorResponse(
|
| '❌ Invalid or empty data array',
|
| '📊 Validation',
|
| 400
|
| );
|
| }
|
|
|
| this._status = '🔄 Processing';
|
| console.log(`🔄 Processing ${data.length} analytics items...`);
|
|
|
|
|
| const results: EmojiAnalyticsProcessedItem<T>[] = [];
|
| const errors: Array<{ index: number; error: string; item: T }> = [];
|
|
|
| for (let i = 0; i < data.length; i++) {
|
| try {
|
| const item = data[i];
|
| const processed = await this.processItem(item, i, options);
|
| results.push(processed);
|
|
|
|
|
| if (i % 100 === 0 || i === data.length - 1) {
|
| const progress = Math.round(((i + 1) / data.length) * 100);
|
| console.log(`📊 Progress: ${progress}% (${i + 1}/${data.length})`);
|
| }
|
|
|
| } catch (itemError) {
|
| console.error(`💥 Item ${i} processing failed:`, itemError);
|
| errors.push({
|
| index: i,
|
| error: itemError instanceof Error ? itemError.message : String(itemError),
|
| item: data[i]
|
| });
|
| }
|
| }
|
|
|
| this._status = '✅ Complete';
|
|
|
|
|
| const result: EmojiAnalyticsResult<T> = {
|
| processed: results,
|
| errors: errors,
|
| summary: {
|
| total: data.length,
|
| successful: results.length,
|
| failed: errors.length,
|
| successRate: `${Math.round((results.length / data.length) * 100)}%`,
|
| status: errors.length === 0 ? '🎉 Perfect' :
|
| results.length === 0 ? '💥 Complete Failure' : '⚠️ Partial Success'
|
| },
|
| metrics: this.generateMetrics(results),
|
| recommendations: this.generateRecommendations(results, errors)
|
| };
|
|
|
| console.log(`✅ Analytics processing completed: ${result.summary.status}`);
|
|
|
| return {
|
| success: true,
|
| data: result,
|
| message: '✅ Operation successful',
|
| timestamp: new Date(),
|
| requestId: this.generateRequestId(),
|
| source: '🖥️ Desktop',
|
| metadata: {
|
| processingTime: Date.now() - this.getStartTime(),
|
| cacheHit: false,
|
| version: '2.0.0'
|
| }
|
| };
|
|
|
| } catch (error) {
|
| this._status = '❌ Failed';
|
| console.error('💥 Analytics processing failed:', error);
|
|
|
| return this.createErrorResponse(
|
| error instanceof Error ? error.message : String(error),
|
| '💥 System',
|
| 500
|
| );
|
| }
|
| }
|
|
|
|
|
| private async processItem<T extends EmojiAnalyticsData>(
|
| item: T,
|
| index: number,
|
| options: EmojiProcessingOptions<T>
|
| ): Promise<EmojiAnalyticsProcessedItem<T>> {
|
| const startTime = Date.now();
|
|
|
|
|
| const validation = this.validateItem(item);
|
| if (!validation.valid) {
|
| throw new Error(`⚠️ Validation failed: ${validation.errors.join(', ')}`);
|
| }
|
|
|
|
|
| const transformed = await this.transformItem(item, options);
|
|
|
|
|
| const metrics = this.calculateItemMetrics(transformed);
|
|
|
|
|
| const insights = this.generateItemInsights(transformed, metrics);
|
|
|
| const processingTime = Date.now() - startTime;
|
|
|
| return {
|
| index: index,
|
| original: item,
|
| transformed: transformed,
|
| metrics: metrics,
|
| insights: insights,
|
| processingTime: processingTime,
|
| status: processingTime < 50 ? '🟢 Fast' :
|
| processingTime < 200 ? '🟡 Normal' : '🔴 Slow',
|
| timestamp: new Date()
|
| };
|
| }
|
|
|
|
|
| private validateItem<T extends EmojiAnalyticsData>(item: T): EmojiValidationResult {
|
| const errors: string[] = [];
|
|
|
| if (!item || typeof item !== 'object') {
|
| errors.push('❌ Item must be an object');
|
| }
|
|
|
| if (!('id' in item) || !item.id) {
|
| errors.push('🆔 Missing required ID field');
|
| }
|
|
|
| if (!('timestamp' in item) || !item.timestamp) {
|
| errors.push('🕐 Missing timestamp field');
|
| }
|
|
|
| if ('value' in item && typeof item.value !== 'number') {
|
| errors.push('🔢 Value must be a number');
|
| }
|
|
|
| return {
|
| valid: errors.length === 0,
|
| errors: errors,
|
| status: errors.length === 0 ? '✅ Valid' : '❌ Invalid'
|
| };
|
| }
|
|
|
|
|
| private async transformItem<T extends EmojiAnalyticsData>(
|
| item: T,
|
| options: EmojiProcessingOptions<T>
|
| ): Promise<EmojiTransformedItem<T>> {
|
|
|
| let transformed: EmojiTransformedItem<T> = {
|
| ...item,
|
| processed: true,
|
| processedAt: new Date(),
|
| version: '2.0.0'
|
| } as EmojiTransformedItem<T>;
|
|
|
|
|
| if (options.normalizeValues && 'value' in item) {
|
| const normalized = this.normalizeValue(item.value as number);
|
| transformed = {
|
| ...transformed,
|
| normalizedValue: normalized,
|
| normalizationApplied: '✅ Applied'
|
| } as EmojiTransformedItem<T>;
|
| }
|
|
|
|
|
| if (options.enableCategorization) {
|
| const category = this.categorizeItem(item);
|
| transformed = {
|
| ...transformed,
|
| category: category,
|
| categorizationStatus: '🏷️ Categorized'
|
| } as EmojiTransformedItem<T>;
|
| }
|
|
|
|
|
| if (options.enableEnrichment) {
|
| const enrichment = await this.enrichItem(item);
|
| transformed = {
|
| ...transformed,
|
| enrichment: enrichment,
|
| enrichmentStatus: '✨ Enriched'
|
| } as EmojiTransformedItem<T>;
|
| }
|
|
|
| return transformed;
|
| }
|
|
|
|
|
| private calculateItemMetrics<T extends EmojiAnalyticsData>(
|
| item: EmojiTransformedItem<T>
|
| ): EmojiItemMetrics {
|
| const complexity = this.calculateComplexity(item);
|
| const quality = this.assessQuality(item);
|
| const completeness = this.assessCompleteness(item);
|
| const freshness = this.assessFreshness(item);
|
|
|
|
|
| const overallScore = (
|
| complexity.score +
|
| quality.score +
|
| completeness.score +
|
| freshness.score
|
| ) / 4;
|
|
|
| const overall = {
|
| score: overallScore,
|
| grade: overallScore >= 90 ? '🏆 Excellent' :
|
| overallScore >= 75 ? '⭐ Good' :
|
| overallScore >= 60 ? '👍 Fair' : '⚠️ Poor',
|
| indicator: overallScore >= 80 ? '🟢' :
|
| overallScore >= 60 ? '🟡' : '🔴'
|
| };
|
|
|
| return {
|
| complexity,
|
| quality,
|
| completeness,
|
| freshness,
|
| overall
|
| };
|
| }
|
|
|
|
|
| private generateItemInsights<T extends EmojiAnalyticsData>(
|
| item: EmojiTransformedItem<T>,
|
| metrics: EmojiItemMetrics
|
| ): EmojiItemInsights {
|
| const insights: EmojiItemInsights = {
|
| patterns: [],
|
| anomalies: [],
|
| recommendations: [],
|
| trends: {
|
| direction: '➡️ Stable',
|
| confidence: 0.5,
|
| factors: []
|
| }
|
| };
|
|
|
|
|
| if (metrics.quality.score > 85) {
|
| insights.patterns.push({
|
| type: '🌟 High Quality',
|
| description: 'Item shows excellent quality metrics',
|
| confidence: 0.9
|
| });
|
| }
|
|
|
| if (metrics.complexity.score > 80) {
|
| insights.patterns.push({
|
| type: '🧩 Complex Structure',
|
| description: 'Item has high complexity characteristics',
|
| confidence: 0.8
|
| });
|
| }
|
|
|
|
|
| if (metrics.freshness.score < 30) {
|
| insights.anomalies.push({
|
| type: '🕐 Stale Data',
|
| severity: '⚠️ Medium',
|
| description: 'Data appears to be outdated',
|
| action: 'Consider refreshing or validating data source'
|
| });
|
| }
|
|
|
| if (metrics.completeness.score < 50) {
|
| insights.anomalies.push({
|
| type: '🧩 Incomplete Data',
|
| severity: '🔴 High',
|
| description: 'Missing critical data fields',
|
| action: 'Review data collection processes'
|
| });
|
| }
|
|
|
|
|
| if (metrics.overall.score < 70) {
|
| insights.recommendations.push({
|
| priority: '🔴 High',
|
| category: '🔧 Quality Improvement',
|
| action: 'Review and enhance data quality processes',
|
| impact: 'Will improve overall analytics reliability'
|
| });
|
| }
|
|
|
| return insights;
|
| }
|
|
|
|
|
| private generateMetrics<T extends EmojiAnalyticsData>(
|
| results: EmojiAnalyticsProcessedItem<T>[]
|
| ): EmojiAnalyticsMetrics {
|
| const totalItems = results.length;
|
| if (totalItems === 0) {
|
| return {
|
| averageProcessingTime: 0,
|
| qualityDistribution: {},
|
| complexityDistribution: {},
|
| anomalyCount: 0,
|
| overallHealth: '❓ Unknown'
|
| };
|
| }
|
|
|
|
|
| const processingTimes = results.map(r => r.processingTime);
|
| const avgProcessingTime = processingTimes.reduce((a, b) => a + b, 0) / totalItems;
|
|
|
|
|
| const qualityGrades = results.map(r => r.metrics.overall.grade);
|
| const qualityDistribution = qualityGrades.reduce((dist, grade) => {
|
| dist[grade] = (dist[grade] || 0) + 1;
|
| return dist;
|
| }, {} as Record<string, number>);
|
|
|
|
|
| const complexityScores = results.map(r => r.metrics.complexity.score);
|
| const avgComplexity = complexityScores.reduce((a, b) => a + b, 0) / totalItems;
|
|
|
|
|
| const anomalyCount = results.reduce((count, r) => count + r.insights.anomalies.length, 0);
|
|
|
|
|
| const avgQuality = results.reduce((sum, r) => sum + r.metrics.overall.score, 0) / totalItems;
|
| const overallHealth = avgQuality >= 85 ? '🟢 Excellent' :
|
| avgQuality >= 70 ? '🟡 Good' :
|
| avgQuality >= 50 ? '🟠 Fair' : '🔴 Poor';
|
|
|
| return {
|
| averageProcessingTime: Math.round(avgProcessingTime),
|
| qualityDistribution: qualityDistribution,
|
| complexityDistribution: {
|
| average: Math.round(avgComplexity),
|
| range: `${Math.min(...complexityScores)} - ${Math.max(...complexityScores)}`
|
| },
|
| anomalyCount: anomalyCount,
|
| overallHealth: overallHealth
|
| };
|
| }
|
|
|
|
|
| private generateRecommendations<T extends EmojiAnalyticsData>(
|
| results: EmojiAnalyticsProcessedItem<T>[],
|
| errors: Array<{ index: number; error: string; item: T }>
|
| ): EmojiRecommendation[] {
|
| const recommendations: EmojiRecommendation[] = [];
|
|
|
|
|
| const slowItems = results.filter(r => r.status === '🔴 Slow').length;
|
| if (slowItems > results.length * 0.2) {
|
| recommendations.push({
|
| category: '⚡ Performance',
|
| priority: '🟡 Medium',
|
| title: 'Optimize processing performance',
|
| description: `${slowItems} items processed slowly. Consider optimization.`,
|
| action: 'Review processing algorithms and data complexity'
|
| });
|
| }
|
|
|
|
|
| const lowQualityItems = results.filter(r =>
|
| r.metrics.overall.score < 60
|
| ).length;
|
|
|
| if (lowQualityItems > 0) {
|
| recommendations.push({
|
| category: '🎯 Quality',
|
| priority: lowQualityItems > results.length * 0.3 ? '🔴 High' : '🟡 Medium',
|
| title: 'Improve data quality',
|
| description: `${lowQualityItems} items have quality issues`,
|
| action: 'Review data sources and validation processes'
|
| });
|
| }
|
|
|
|
|
| if (errors.length > 0) {
|
| recommendations.push({
|
| category: '🚨 Error Handling',
|
| priority: '🔴 High',
|
| title: 'Address processing errors',
|
| description: `${errors.length} items failed to process`,
|
| action: 'Review error patterns and improve error handling'
|
| });
|
| }
|
|
|
| return recommendations;
|
| }
|
|
|
|
|
| private calculateComplexity<T>(item: T): { score: number; level: string } {
|
| const score = Math.floor(Math.random() * 100);
|
| return {
|
| score: score,
|
| level: score >= 80 ? '🔥 Very High' :
|
| score >= 60 ? '📈 High' :
|
| score >= 40 ? '📊 Medium' : '📋 Low'
|
| };
|
| }
|
|
|
| private assessQuality<T>(item: T): { score: number; issues: string[] } {
|
| const score = Math.floor(Math.random() * 100);
|
| const issues: string[] = [];
|
|
|
| if (score < 50) issues.push('⚠️ Low completeness');
|
| if (score < 30) issues.push('❌ Data integrity issues');
|
|
|
| return { score, issues };
|
| }
|
|
|
| private assessCompleteness<T>(item: T): { score: number; missing: string[] } {
|
| const score = Math.floor(Math.random() * 100);
|
| return {
|
| score: score,
|
| missing: score < 50 ? ['🔍 Missing metadata', '📊 Incomplete metrics'] : []
|
| };
|
| }
|
|
|
| private assessFreshness<T>(item: T): { score: number; age: string } {
|
| const score = Math.floor(Math.random() * 100);
|
| return {
|
| score: score,
|
| age: score >= 80 ? '🆕 Fresh' :
|
| score >= 50 ? '🕐 Recent' : '⏰ Stale'
|
| };
|
| }
|
|
|
| private normalizeValue(value: number): number {
|
| return Math.max(0, Math.min(100, value));
|
| }
|
|
|
| private categorizeItem<T>(item: T): string {
|
| const categories = ['📊 Analytics', '👤 User Data', '🎯 Events', '🔧 System'];
|
| return categories[Math.floor(Math.random() * categories.length)];
|
| }
|
|
|
| private async enrichItem<T>(item: T): Promise<Record<string, unknown>> {
|
| await new Promise(resolve => setTimeout(resolve, 10));
|
| return {
|
| enriched: '✨ Enhanced',
|
| confidence: Math.random(),
|
| sources: ['🌐 External API', '📊 Internal DB']
|
| };
|
| }
|
|
|
| private createErrorResponse<T>(
|
| message: string,
|
| category: '🚫 Authorization' | '📊 Validation' | '💥 System' | '🌐 Network',
|
| code: number
|
| ): EmojiApiResponse<T> {
|
| return {
|
| success: false,
|
| error: message,
|
| message: '❌ Operation failed',
|
| timestamp: new Date(),
|
| requestId: this.generateRequestId(),
|
| source: '🖥️ Desktop',
|
| details: {
|
| code: code,
|
| category: category,
|
| retryable: code >= 500
|
| }
|
| };
|
| }
|
|
|
| private generateRequestId(): string {
|
| return `req_${Date.now()}_${Math.random().toString(36).substr(2, 9)}`;
|
| }
|
|
|
| private getStartTime(): number {
|
| return Date.now() - 1000;
|
| }
|
| }
|
|
|
|
|
| interface EmojiAnalyticsData {
|
| id: string;
|
| timestamp: Date;
|
| value?: number;
|
| [key: string]: unknown;
|
| }
|
|
|
| interface EmojiProcessingOptions<T> {
|
| normalizeValues?: boolean;
|
| enableCategorization?: boolean;
|
| enableEnrichment?: boolean;
|
| batchSize?: number;
|
| timeout?: number;
|
| }
|
|
|
| interface EmojiAnalyticsResult<T> {
|
| processed: EmojiAnalyticsProcessedItem<T>[];
|
| errors: Array<{ index: number; error: string; item: T }>;
|
| summary: {
|
| total: number;
|
| successful: number;
|
| failed: number;
|
| successRate: string;
|
| status: string;
|
| };
|
| metrics: EmojiAnalyticsMetrics;
|
| recommendations: EmojiRecommendation[];
|
| }
|
|
|
| interface EmojiAnalyticsProcessedItem<T> {
|
| index: number;
|
| original: T;
|
| transformed: EmojiTransformedItem<T>;
|
| metrics: EmojiItemMetrics;
|
| insights: EmojiItemInsights;
|
| processingTime: number;
|
| status: string;
|
| timestamp: Date;
|
| }
|
|
|
| type EmojiTransformedItem<T> = T & {
|
| processed: boolean;
|
| processedAt: Date;
|
| version: string;
|
| normalizedValue?: number;
|
| normalizationApplied?: string;
|
| category?: string;
|
| categorizationStatus?: string;
|
| enrichment?: Record<string, unknown>;
|
| enrichmentStatus?: string;
|
| };
|
|
|
| interface EmojiItemMetrics {
|
| complexity: { score: number; level: string };
|
| quality: { score: number; issues: string[] };
|
| completeness: { score: number; missing: string[] };
|
| freshness: { score: number; age: string };
|
| overall: { score: number; grade: string; indicator: string };
|
| }
|
|
|
| interface EmojiItemInsights {
|
| patterns: Array<{
|
| type: string;
|
| description: string;
|
| confidence: number;
|
| }>;
|
| anomalies: Array<{
|
| type: string;
|
| severity: string;
|
| description: string;
|
| action: string;
|
| }>;
|
| recommendations: Array<{
|
| priority: string;
|
| category: string;
|
| action: string;
|
| impact: string;
|
| }>;
|
| trends: {
|
| direction: string;
|
| confidence: number;
|
| factors: string[];
|
| };
|
| }
|
|
|
| interface EmojiAnalyticsMetrics {
|
| averageProcessingTime: number;
|
| qualityDistribution: Record<string, number>;
|
| complexityDistribution: Record<string, unknown>;
|
| anomalyCount: number;
|
| overallHealth: string;
|
| }
|
|
|
| interface EmojiRecommendation {
|
| category: string;
|
| priority: string;
|
| title: string;
|
| description: string;
|
| action: string;
|
| }
|
|
|
| interface EmojiValidationResult {
|
| valid: boolean;
|
| errors: string[];
|
| status: string;
|
| }
|
|
|
| interface EmojiAnalyticsEvent {
|
| id: string;
|
| type: string;
|
| timestamp: Date;
|
| data: Record<string, unknown>;
|
| source: string;
|
| }
|
|
|
|
|
| export {
|
| type EmojiUser,
|
| type EmojiStatus,
|
| type NotificationLevel,
|
| type ProcessingState,
|
| type WithEmojiStatus,
|
| type EmojiApiResponse,
|
| type EmojiExtract,
|
| type EmojiResolve,
|
| type EmojiMetadata,
|
| EmojiAnalyticsEngine,
|
| type EmojiAnalyticsData,
|
| type EmojiProcessingOptions,
|
| type EmojiAnalyticsResult
|
| };
|
|
|
| |
| |
| |
| |
| |
| |
| |