yss-project/src/app/shared/services/pattern-analysis.service.ts

import { Injectable } from '@angular/core';
import { Observable, of } from 'rxjs';

// 纹理分析结果接口
export interface PatternAnalysisResult {
  patternRecognition: PatternRecognition;
  repetitionAnalysis: RepetitionAnalysis;
  textureClassification: TextureClassification;
  visualRhythm: VisualRhythm;
  designRecommendations: string[];
}

// 图案识别
export interface PatternRecognition {
  primaryPatterns: Array<{
    type: 'geometric' | 'organic' | 'abstract' | 'floral' | 'striped' | 'checkered' | 'dotted' | 'textured';
    confidence: number; // 0-100
    coverage: number; // 0-100
    characteristics: string[];
  }>;
  patternComplexity: {
    level: 'simple' | 'moderate' | 'complex' | 'very-complex';
    score: number; // 0-100
    elements: number; // 图案元素数量
  };
  patternScale: {
    size: 'micro' | 'small' | 'medium' | 'large' | 'macro';
    uniformity: number; // 0-100
    variation: number; // 0-100
  };
}

// 重复性分析
export interface RepetitionAnalysis {
  repetitionType: {
    primary: 'regular' | 'irregular' | 'random' | 'semi-regular';
    pattern: 'grid' | 'brick' | 'hexagonal' | 'radial' | 'linear' | 'organic';
    consistency: number; // 0-100
  };
  spacing: {
    horizontal: number; // 像素或相对单位
    vertical: number;
    uniformity: number; // 0-100
    rhythm: 'tight' | 'moderate' | 'loose' | 'varied';
  };
  symmetry: {
    type: 'bilateral' | 'radial' | 'translational' | 'rotational' | 'none';
    strength: number; // 0-100
    axes: number; // 对称轴数量
  };
  tiling: {
    seamless: boolean;
    quality: number; // 0-100
    edgeHandling: 'perfect' | 'good' | 'fair' | 'poor';
  };
}

// 纹理分类
export interface TextureClassification {
  textureFamily: {
    primary: 'natural' | 'artificial' | 'hybrid';
    subcategory: string;
    confidence: number; // 0-100
  };
  surfaceCharacter: {
    tactileQuality: 'smooth' | 'rough' | 'bumpy' | 'ridged' | 'woven' | 'carved';
    visualDepth: number; // 0-100
    dimensionality: '2D' | '2.5D' | '3D';
  };
  materialSuggestion: {
    likelyMaterials: string[];
    fabricationMethod: string[];
    applicationSuitability: string[];
  };
}

// 视觉节奏
export interface VisualRhythm {
  rhythmType: {
    primary: 'regular' | 'alternating' | 'flowing' | 'progressive' | 'random';
    intensity: number; // 0-100
    tempo: 'slow' | 'moderate' | 'fast' | 'varied';
  };
  movement: {
    direction: 'horizontal' | 'vertical' | 'diagonal' | 'radial' | 'multi-directional';
    flow: number; // 0-100
    energy: number; // 0-100
  };
  emphasis: {
    focalPoints: number;
    contrast: number; // 0-100
    hierarchy: number; // 0-100
  };
  harmony: {
    overall: number; // 0-100
    balance: number; // 0-100
    unity: number; // 0-100
  };
}

@Injectable({
  providedIn: 'root'
})
export class PatternAnalysisService {

  constructor() { }

  /**
   * 分析图片中的纹理图案
   * @param imageFile 图片文件
   */
  analyzeImagePattern(imageFile: File): Observable<PatternAnalysisResult> {
    return of(this.simulatePatternAnalysis(imageFile));
  }

  /**
   * 分析URL图片的纹理图案
   * @param imageUrl 图片URL
   */
  analyzePatternFromUrl(imageUrl: string): Observable<PatternAnalysisResult> {
    return of(this.simulatePatternAnalysisFromUrl(imageUrl));
  }

  /**
   * 模拟纹理图案分析
   */
  private simulatePatternAnalysis(imageFile: File): PatternAnalysisResult {
    const fileName = imageFile.name.toLowerCase();
    return this.generatePatternAnalysis(fileName);
  }

  private simulatePatternAnalysisFromUrl(imageUrl: string): PatternAnalysisResult {
    const urlLower = imageUrl.toLowerCase();
    return this.generatePatternAnalysis(urlLower);
  }

  private generatePatternAnalysis(context: string): PatternAnalysisResult {
    const patternType = this.inferPatternType(context);
    
    return {
      patternRecognition: this.generatePatternRecognition(patternType, context),
      repetitionAnalysis: this.generateRepetitionAnalysis(patternType, context),
      textureClassification: this.generateTextureClassification(patternType, context),
      visualRhythm: this.generateVisualRhythm(patternType, context),
      designRecommendations: this.generateDesignRecommendations(patternType, context)
    };
  }

  private inferPatternType(context: string): string {
    if (context.includes('geometric') || context.includes('grid')) return 'geometric';
    if (context.includes('floral') || context.includes('flower')) return 'floral';
    if (context.includes('stripe') || context.includes('line')) return 'striped';
    if (context.includes('dot') || context.includes('circle')) return 'dotted';
    if (context.includes('check') || context.includes('square')) return 'checkered';
    if (context.includes('organic') || context.includes('natural')) return 'organic';
    if (context.includes('abstract')) return 'abstract';
    return 'textured'; // 默认纹理类型
  }

  private generatePatternRecognition(patternType: string, context: string): PatternRecognition {
    const isComplex = context.includes('complex') || context.includes('detailed');
    const isLarge = context.includes('large') || context.includes('big');
    
    const basePattern = this.getBasePatternData(patternType);
    
    return {
      primaryPatterns: [
        {
          type: patternType as any,
          confidence: 85 + Math.random() * 10,
          coverage: 70 + Math.random() * 25,
          characteristics: basePattern.characteristics
        }
      ],
      patternComplexity: {
        level: isComplex ? 'complex' : basePattern.complexity.level,
        score: isComplex ? 80 + Math.random() * 15 : basePattern.complexity.score,
        elements: isComplex ? 15 + Math.floor(Math.random() * 10) : basePattern.complexity.elements
      },
      patternScale: {
        size: isLarge ? 'large' : basePattern.scale.size,
        uniformity: basePattern.scale.uniformity,
        variation: basePattern.scale.variation
      }
    };
  }

  private getBasePatternData(patternType: string): any {
    const patterns: { [key: string]: any } = {
      geometric: {
        characteristics: ['规则', '对称', '数学性', '现代'],
        complexity: { level: 'moderate', score: 60, elements: 8 },
        scale: { size: 'medium', uniformity: 85, variation: 20 }
      },
      floral: {
        characteristics: ['自然', '有机', '装饰性', '传统'],
        complexity: { level: 'complex', score: 75, elements: 12 },
        scale: { size: 'medium', uniformity: 60, variation: 40 }
      },
      striped: {
        characteristics: ['线性', '方向性', '简洁', '经典'],
        complexity: { level: 'simple', score: 30, elements: 3 },
        scale: { size: 'medium', uniformity: 90, variation: 15 }
      },
      dotted: {
        characteristics: ['点状', '规律', '轻盈', '现代'],
        complexity: { level: 'simple', score: 35, elements: 4 },
        scale: { size: 'small', uniformity: 80, variation: 25 }
      },
      checkered: {
        characteristics: ['格子', '对比', '经典', '结构化'],
        complexity: { level: 'simple', score: 40, elements: 2 },
        scale: { size: 'medium', uniformity: 95, variation: 10 }
      },
      organic: {
        characteristics: ['自然', '流动', '不规则', '和谐'],
        complexity: { level: 'moderate', score: 65, elements: 10 },
        scale: { size: 'varied', uniformity: 45, variation: 60 }
      },
      abstract: {
        characteristics: ['抽象', '艺术性', '创新', '表现力'],
        complexity: { level: 'complex', score: 80, elements: 15 },
        scale: { size: 'varied', uniformity: 40, variation: 70 }
      },
      textured: {
        characteristics: ['质感', '触觉', '深度', '材质感'],
        complexity: { level: 'moderate', score: 55, elements: 6 },
        scale: { size: 'small', uniformity: 70, variation: 35 }
      }
    };

    return patterns[patternType] || patterns['textured'];
  }

  private generateRepetitionAnalysis(patternType: string, context: string): RepetitionAnalysis {
    const isRegular = patternType === 'geometric' || patternType === 'striped' || patternType === 'checkered';
    const isSeamless = context.includes('seamless') || context.includes('tile');
    
    return {
      repetitionType: {
        primary: isRegular ? 'regular' : 'semi-regular',
        pattern: this.getRepetitionPattern(patternType),
        consistency: isRegular ? 85 + Math.random() * 10 : 60 + Math.random() * 25
      },
      spacing: {
        horizontal: 50 + Math.random() * 100,
        vertical: 50 + Math.random() * 100,
        uniformity: isRegular ? 85 + Math.random() * 10 : 55 + Math.random() * 30,
        rhythm: this.getSpacingRhythm(patternType)
      },
      symmetry: {
        type: this.getSymmetryType(patternType),
        strength: this.getSymmetryStrength(patternType),
        axes: this.getSymmetryAxes(patternType)
      },
      tiling: {
        seamless: isSeamless,
        quality: isSeamless ? 90 + Math.random() * 8 : 60 + Math.random() * 30,
        edgeHandling: isSeamless ? 'perfect' : 'good'
      }
    };
  }

  private generateTextureClassification(patternType: string, context: string): TextureClassification {
    const isNatural = patternType === 'organic' || patternType === 'floral' || context.includes('natural');
    
    return {
      textureFamily: {
        primary: isNatural ? 'natural' : 'artificial',
        subcategory: this.getTextureSubcategory(patternType),
        confidence: 80 + Math.random() * 15
      },
      surfaceCharacter: {
        tactileQuality: this.getTactileQuality(patternType),
        visualDepth: this.getVisualDepth(patternType),
        dimensionality: this.getDimensionality(patternType)
      },
      materialSuggestion: {
        likelyMaterials: this.getLikelyMaterials(patternType),
        fabricationMethod: this.getFabricationMethods(patternType),
        applicationSuitability: this.getApplicationSuitability(patternType)
      }
    };
  }

  private generateVisualRhythm(patternType: string, context: string): VisualRhythm {
    const isDynamic = context.includes('dynamic') || context.includes('movement');
    
    return {
      rhythmType: {
        primary: this.getRhythmType(patternType),
        intensity: this.getRhythmIntensity(patternType, isDynamic),
        tempo: this.getRhythmTempo(patternType)
      },
      movement: {
        direction: this.getMovementDirection(patternType),
        flow: this.getFlowValue(patternType),
        energy: isDynamic ? 80 + Math.random() * 15 : 50 + Math.random() * 30
      },
      emphasis: {
        focalPoints: this.getFocalPoints(patternType),
        contrast: this.getContrastValue(patternType),
        hierarchy: this.getHierarchyValue(patternType)
      },
      harmony: {
        overall: 70 + Math.random() * 25,
        balance: this.getBalanceValue(patternType),
        unity: this.getUnityValue(patternType)
      }
    };
  }

  private generateDesignRecommendations(patternType: string, context: string): string[] {
    const recommendations = [];
    
    // 基于图案类型的建议
    switch (patternType) {
      case 'geometric':
        recommendations.push('保持几何图案的精确性和一致性');
        recommendations.push('考虑使用对比色增强视觉效果');
        break;
      case 'floral':
        recommendations.push('平衡花卉图案的复杂度和可读性');
        recommendations.push('注意色彩搭配的自然和谐');
        break;
      case 'striped':
        recommendations.push('控制条纹的宽度比例');
        recommendations.push('注意条纹方向对空间感的影响');
        break;
      case 'organic':
        recommendations.push('保持有机图案的自然流动感');
        recommendations.push('避免过度规则化');
        break;
    }
    
    // 基于上下文的建议
    if (context.includes('interior')) {
      recommendations.push('考虑图案对室内空间感的影响');
    }
    if (context.includes('fabric')) {
      recommendations.push('注意图案的可缝制性和耐用性');
    }
    if (context.includes('wallpaper')) {
      recommendations.push('确保图案的无缝拼接效果');
    }
    
    return recommendations.length > 0 ? recommendations : ['保持图案设计的整体协调性'];
  }

  // 辅助方法
  private getRepetitionPattern(patternType: string): 'grid' | 'brick' | 'hexagonal' | 'radial' | 'linear' | 'organic' {
    const patterns: { [key: string]: 'grid' | 'brick' | 'hexagonal' | 'radial' | 'linear' | 'organic' } = {
      geometric: 'grid', striped: 'linear', checkered: 'grid', 
      dotted: 'grid', floral: 'organic', organic: 'organic', 
      abstract: 'radial', textured: 'brick'
    };
    return patterns[patternType] || 'grid';
  }

  private getSpacingRhythm(patternType: string): 'tight' | 'moderate' | 'loose' | 'varied' {
    const rhythms: { [key: string]: 'tight' | 'moderate' | 'loose' | 'varied' } = {
      geometric: 'moderate', striped: 'tight', checkered: 'moderate',
      dotted: 'moderate', floral: 'varied', organic: 'varied',
      abstract: 'varied', textured: 'tight'
    };
    return rhythms[patternType] || 'moderate';
  }

  private getSymmetryType(patternType: string): 'bilateral' | 'radial' | 'translational' | 'rotational' | 'none' {
    const types: { [key: string]: 'bilateral' | 'radial' | 'translational' | 'rotational' | 'none' } = {
      geometric: 'bilateral', striped: 'translational', checkered: 'bilateral',
      dotted: 'translational', floral: 'radial', organic: 'none',
      abstract: 'rotational', textured: 'translational'
    };
    return types[patternType] || 'bilateral';
  }

  private getSymmetryStrength(patternType: string): number {
    const strengths: { [key: string]: number } = {
      geometric: 90, striped: 85, checkered: 95, dotted: 80,
      floral: 60, organic: 30, abstract: 50, textured: 70
    };
    return (strengths[patternType] || 70) + Math.random() * 10;
  }

  private getSymmetryAxes(patternType: string): number {
    const axes: { [key: string]: number } = {
      geometric: 2, striped: 1, checkered: 2, dotted: 4,
      floral: 4, organic: 0, abstract: 3, textured: 1
    };
    return axes[patternType] || 2;
  }

  private getTextureSubcategory(patternType: string): string {
    const subcategories: { [key: string]: string } = {
      geometric: '几何纹理', floral: '植物纹理', striped: '线性纹理',
      dotted: '点状纹理', checkered: '格子纹理', organic: '有机纹理',
      abstract: '抽象纹理', textured: '表面纹理'
    };
    return subcategories[patternType] || '混合纹理';
  }

  private getTactileQuality(patternType: string): 'smooth' | 'rough' | 'bumpy' | 'ridged' | 'woven' | 'carved' {
    const qualities: { [key: string]: 'smooth' | 'rough' | 'bumpy' | 'ridged' | 'woven' | 'carved' } = {
      geometric: 'smooth', floral: 'carved', striped: 'ridged',
      dotted: 'bumpy', checkered: 'woven', organic: 'rough',
      abstract: 'rough', textured: 'rough'
    };
    return qualities[patternType] || 'smooth';
  }

  private getVisualDepth(patternType: string): number {
    const depths: { [key: string]: number } = {
      geometric: 40, floral: 70, striped: 30, dotted: 50,
      checkered: 35, organic: 80, abstract: 85, textured: 90
    };
    return depths[patternType] || 50;
  }

  private getDimensionality(patternType: string): '2D' | '2.5D' | '3D' {
    const dims: { [key: string]: '2D' | '2.5D' | '3D' } = {
      geometric: '2D', floral: '2.5D', striped: '2D', dotted: '2D',
      checkered: '2D', organic: '3D', abstract: '2.5D', textured: '3D'
    };
    return dims[patternType] || '2D';
  }

  private getLikelyMaterials(patternType: string): string[] {
    const materials: { [key: string]: string[] } = {
      geometric: ['金属', '塑料', '陶瓷'],
      floral: ['织物', '壁纸', '陶瓷'],
      striped: ['织物', '木材', '金属'],
      dotted: ['织物', '塑料', '纸张'],
      checkered: ['织物', '瓷砖', '纸张'],
      organic: ['木材', '石材', '皮革'],
      abstract: ['画布', '金属', '玻璃'],
      textured: ['石材', '混凝土', '皮革']
    };
    return materials[patternType] || ['通用材料'];
  }

  private getFabricationMethods(patternType: string): string[] {
    const methods: { [key: string]: string[] } = {
      geometric: ['激光切割', '数控加工', '模具成型'],
      floral: ['印刷', '刺绣', '雕刻'],
      striped: ['编织', '印刷', '切割'],
      dotted: ['打孔', '印刷', '压花'],
      checkered: ['编织', '印刷', '拼接'],
      organic: ['手工雕刻', '铸造', '3D打印'],
      abstract: ['手绘', '喷涂', '数字印刷'],
      textured: ['压花', '喷砂', '化学蚀刻']
    };
    return methods[patternType] || ['常规加工'];
  }

  private getApplicationSuitability(patternType: string): string[] {
    const applications: { [key: string]: string[] } = {
      geometric: ['现代室内', '办公空间', '科技产品'],
      floral: ['家居装饰', '服装设计', '传统空间'],
      striped: ['服装', '室内装饰', '包装设计'],
      dotted: ['儿童用品', '休闲服装', '装饰品'],
      checkered: ['经典服装', '餐厅装饰', '游戏用品'],
      organic: ['自然风格室内', '艺术品', '高端产品'],
      abstract: ['艺术空间', '创意产品', '展示设计'],
      textured: ['建筑外观', '工业设计', '触觉产品']
    };
    return applications[patternType] || ['通用应用'];
  }

  private getRhythmType(patternType: string): 'regular' | 'alternating' | 'flowing' | 'progressive' | 'random' {
    const types: { [key: string]: 'regular' | 'alternating' | 'flowing' | 'progressive' | 'random' } = {
      geometric: 'regular', floral: 'flowing', striped: 'alternating',
      dotted: 'regular', checkered: 'alternating', organic: 'flowing',
      abstract: 'progressive', textured: 'random'
    };
    return types[patternType] || 'regular';
  }

  private getRhythmIntensity(patternType: string, isDynamic: boolean): number {
    const base: { [key: string]: number } = {
      geometric: 60, floral: 70, striped: 80, dotted: 50,
      checkered: 75, organic: 65, abstract: 85, textured: 55
    };
    const intensity = base[patternType] || 60;
    return isDynamic ? Math.min(95, intensity + 20) : intensity;
  }

  private getRhythmTempo(patternType: string): 'slow' | 'moderate' | 'fast' | 'varied' {
    const tempos: { [key: string]: 'slow' | 'moderate' | 'fast' | 'varied' } = {
      geometric: 'moderate', floral: 'slow', striped: 'fast',
      dotted: 'moderate', checkered: 'fast', organic: 'varied',
      abstract: 'varied', textured: 'slow'
    };
    return tempos[patternType] || 'moderate';
  }

  private getMovementDirection(patternType: string): 'horizontal' | 'vertical' | 'diagonal' | 'radial' | 'multi-directional' {
    const directions: { [key: string]: 'horizontal' | 'vertical' | 'diagonal' | 'radial' | 'multi-directional' } = {
      geometric: 'multi-directional', floral: 'radial', striped: 'horizontal',
      dotted: 'multi-directional', checkered: 'multi-directional', organic: 'radial',
      abstract: 'multi-directional', textured: 'multi-directional'
    };
    return directions[patternType] || 'multi-directional';
  }

  private getFlowValue(patternType: string): number {
    const flows: { [key: string]: number } = {
      geometric: 50, floral: 80, striped: 70, dotted: 40,
      checkered: 45, organic: 90, abstract: 75, textured: 60
    };
    return (flows[patternType] || 60) + Math.random() * 15;
  }

  private getFocalPoints(patternType: string): number {
    const points: { [key: string]: number } = {
      geometric: 4, floral: 6, striped: 2, dotted: 8,
      checkered: 4, organic: 3, abstract: 5, textured: 2
    };
    return points[patternType] || 4;
  }

  private getContrastValue(patternType: string): number {
    const contrasts: { [key: string]: number } = {
      geometric: 80, floral: 60, striped: 90, dotted: 70,
      checkered: 95, organic: 50, abstract: 85, textured: 65
    };
    return (contrasts[patternType] || 70) + Math.random() * 15;
  }

  private getHierarchyValue(patternType: string): number {
    const hierarchies: { [key: string]: number } = {
      geometric: 85, floral: 70, striped: 60, dotted: 55,
      checkered: 75, organic: 65, abstract: 80, textured: 50
    };
    return (hierarchies[patternType] || 65) + Math.random() * 15;
  }

  private getBalanceValue(patternType: string): number {
    const balances: { [key: string]: number } = {
      geometric: 90, floral: 75, striped: 85, dotted: 80,
      checkered: 95, organic: 60, abstract: 70, textured: 65
    };
    return (balances[patternType] || 75) + Math.random() * 15;
  }

  private getUnityValue(patternType: string): number {
    const unities: { [key: string]: number } = {
      geometric: 85, floral: 80, striped: 90, dotted: 75,
      checkered: 90, organic: 70, abstract: 65, textured: 70
    };
    return (unities[patternType] || 75) + Math.random() * 15;
  }
}