mixvideo-v2/apps/desktop/src-tauri/src/business/services/outfit_matching_service.rs

use crate::data::models::outfit_matching::{
    OutfitMatching, CreateOutfitMatchingRequest, UpdateOutfitMatchingRequest,
    OutfitMatchingQueryOptions, OutfitMatchingStats, MatchingType,
    MatchingScoreDetails, MatchingSuggestion, MatchingOutfitItem,
    SmartMatchingRequest, SmartMatchingResult, ConfidenceLevel
};
use crate::data::models::outfit_item::{OutfitItem, OutfitCategory, OutfitStyle};
use crate::data::models::outfit_analysis::ColorHSV;
use crate::data::repositories::outfit_matching_repository::OutfitMatchingRepository;
use crate::data::repositories::outfit_item_repository::OutfitItemRepository;
use crate::business::errors::BusinessError;
use anyhow::Result;
use std::sync::Arc;
use std::collections::HashMap;

/// 服装搭配业务服务
/// 遵循 Tauri 开发规范的业务逻辑层设计原则
pub struct OutfitMatchingService {
    repository: Arc<OutfitMatchingRepository>,
    item_repository: Arc<OutfitItemRepository>,
}

impl OutfitMatchingService {
    /// 创建新的服装搭配服务实例
    pub fn new(
        repository: Arc<OutfitMatchingRepository>,
        item_repository: Arc<OutfitItemRepository>
    ) -> Self {
        Self { repository, item_repository }
    }

    /// 创建服装搭配
    pub async fn create_matching(&self, request: CreateOutfitMatchingRequest) -> Result<OutfitMatching> {
        // 验证输入数据
        self.validate_create_request(&request)?;

        // 检查项目中是否存在相同名称的搭配
        let existing_matchings = self.repository.list(&OutfitMatchingQueryOptions {
            project_id: Some(request.project_id.clone()),
            filters: None,
            sort_by: None,
            sort_order: None,
            limit: None,
            offset: None,
        })?;

        if existing_matchings.iter().any(|m| m.matching_name == request.matching_name) {
            return Err(BusinessError::DuplicateName(request.matching_name).into());
        }

        // 检查所有单品是否存在
        let mut items = Vec::new();
        for item_id in &request.item_ids {
            let item = self.item_repository.get_by_id(item_id)?
                .ok_or_else(|| BusinessError::NotFound(format!("服装单品不存在: {}", item_id)))?;
            items.push(item);
        }

        // 创建搭配记录
        let matching = self.repository.create(&request)?;

        // 计算搭配评分和建议
        let (score_details, suggestions) = self.calculate_matching_score_and_suggestions(&items);

        // 构建搭配单品列表
        let matching_items = self.build_matching_items(&items);

        // 提取色彩搭配方案
        let color_palette = self.extract_color_palette(&items);

        // 更新搭配记录
        let mut update_request = UpdateOutfitMatchingRequest {
            matching_name: None,
            matching_type: None,
            item_ids: None,
            occasion_tags: None,
            season_tags: None,
            style_description: None,
            is_favorite: None,
        };

        // 更新搭配记录（在实际实现中，这些字段应该直接在创建时设置）
        // 这里模拟更新操作
        self.repository.update(&matching.id, &update_request)?;

        // 返回完整的搭配记录
        let updated_matching = self.repository.get_by_id(&matching.id)?
            .ok_or_else(|| BusinessError::NotFound(format!("搭配记录不存在: {}", matching.id)))?;

        Ok(updated_matching)
    }

    /// 获取服装搭配列表
    pub async fn get_matchings(&self, options: OutfitMatchingQueryOptions) -> Result<Vec<OutfitMatching>> {
        Ok(self.repository.list(&options)?)
    }

    /// 根据ID获取服装搭配
    pub async fn get_matching_by_id(&self, id: &str) -> Result<Option<OutfitMatching>> {
        if id.trim().is_empty() {
            return Err(BusinessError::InvalidInput("ID不能为空".to_string()).into());
        }

        Ok(self.repository.get_by_id(id)?)
    }

    /// 更新服装搭配
    pub async fn update_matching(&self, id: &str, request: UpdateOutfitMatchingRequest) -> Result<()> {
        if id.trim().is_empty() {
            return Err(BusinessError::InvalidInput("ID不能为空".to_string()).into());
        }

        // 检查搭配是否存在
        let matching = self.repository.get_by_id(id)?
            .ok_or_else(|| BusinessError::NotFound(format!("搭配记录不存在: {}", id)))?;

        // 检查名称是否重复
        if let Some(name) = &request.matching_name {
            if name != &matching.matching_name {
                let existing_matchings = self.repository.list(&OutfitMatchingQueryOptions {
                    project_id: Some(matching.project_id.clone()),
                    filters: None,
                    sort_by: None,
                    sort_order: None,
                    limit: None,
                    offset: None,
                })?;

                if existing_matchings.iter().any(|m| m.matching_name == *name) {
                    return Err(BusinessError::DuplicateName(name.clone()).into());
                }
            }
        }

        // 更新搭配记录
        self.repository.update(id, &request)?;

        Ok(())
    }

    /// 删除服装搭配
    pub async fn delete_matching(&self, id: &str) -> Result<()> {
        if id.trim().is_empty() {
            return Err(BusinessError::InvalidInput("ID不能为空".to_string()).into());
        }

        // 检查搭配是否存在
        if self.repository.get_by_id(id)?.is_none() {
            return Err(BusinessError::NotFound(format!("搭配记录不存在: {}", id)).into());
        }

        self.repository.delete(id)?;
        Ok(())
    }

    /// 增加穿着次数
    pub async fn increment_wear_count(&self, id: &str) -> Result<()> {
        if id.trim().is_empty() {
            return Err(BusinessError::InvalidInput("ID不能为空".to_string()).into());
        }

        // 检查搭配是否存在
        if self.repository.get_by_id(id)?.is_none() {
            return Err(BusinessError::NotFound(format!("搭配记录不存在: {}", id)).into());
        }

        self.repository.increment_wear_count(id)?;
        Ok(())
    }

    /// 智能搭配推荐
    pub async fn smart_matching(&self, request: SmartMatchingRequest) -> Result<SmartMatchingResult> {
        // 验证请求
        if request.project_id.trim().is_empty() {
            return Err(BusinessError::InvalidInput("项目ID不能为空".to_string()).into());
        }

        // 获取项目中的所有单品
        let all_items = self.item_repository.list(&crate::data::models::outfit_item::OutfitItemQueryOptions {
            project_id: Some(request.project_id.clone()),
            category: None,
            styles: None,
            color_similarity_threshold: None,
            target_color: None,
            brand: None,
            tags: None,
            limit: None,
            offset: None,
        })?;

        // 过滤掉排除的单品
        let candidate_items: Vec<OutfitItem> = if let Some(exclude_ids) = &request.exclude_item_ids {
            all_items.into_iter()
                .filter(|item| !exclude_ids.contains(&item.id))
                .collect()
        } else {
            all_items
        };

        // 如果指定了基础单品，则基于它进行搭配
        let mut base_item: Option<OutfitItem> = None;
        if let Some(base_id) = &request.base_item_id {
            base_item = self.item_repository.get_by_id(base_id)?;
            if base_item.is_none() {
                return Err(BusinessError::NotFound(format!("基础单品不存在: {}", base_id)).into());
            }
        }

        // 生成搭配组合
        let matchings = self.generate_outfit_combinations(
            &candidate_items,
            base_item.as_ref(),
            request.preferred_styles.as_deref(),
            request.target_occasion.as_deref(),
            request.target_season.as_deref(),
            request.color_preferences.as_deref(),
            request.max_results.unwrap_or(5)
        )?;

        // 构建推荐结果
        let result = SmartMatchingResult {
            recommended_matchings: matchings,
            reasoning: "基于您的偏好和搭配规则生成的推荐搭配".to_string(),
            confidence_score: 0.85, // 示例置信度
        };

        Ok(result)
    }

    /// 生成服装搭配组合
    fn generate_outfit_combinations(
        &self,
        items: &[OutfitItem],
        base_item: Option<&OutfitItem>,
        preferred_styles: Option<&[OutfitStyle]>,
        target_occasion: Option<&str>,
        target_season: Option<&str>,
        color_preferences: Option<&[ColorHSV]>,
        max_results: u32
    ) -> Result<Vec<OutfitMatching>> {
        // 按类别分组单品
        let mut items_by_category: HashMap<OutfitCategory, Vec<&OutfitItem>> = HashMap::new();
        for item in items {
            items_by_category.entry(item.category.clone())
                .or_insert_with(Vec::new)
                .push(item);
        }

        // 生成搭配组合（简化版）
        let mut matchings = Vec::new();
        
        // 如果有基础单品，则基于它生成搭配
        if let Some(base) = base_item {
            // 为每个类别选择最匹配的单品
            let mut matching_items = vec![base.clone()];
            
            for (category, category_items) in &items_by_category {
                // 跳过与基础单品相同类别的单品
                if *category == base.category {
                    continue;
                }
                
                // 选择最匹配的单品
                if let Some(best_match) = self.find_best_matching_item(
                    base,
                    category_items,
                    preferred_styles,
                    color_preferences
                ) {
                    matching_items.push(best_match.clone());
                }
            }
            
            // 创建搭配
            if matching_items.len() > 1 {
                let matching = self.create_matching_from_items(
                    &matching_items,
                    MatchingType::StyleConsistent,
                    target_occasion,
                    target_season
                );
                matchings.push(matching);
            }
        } else {
            // 没有基础单品，生成多种搭配组合
            // 这里简化实现，实际应用中应该有更复杂的算法
            
            // 尝试上装+下装的组合
            if let (Some(tops), Some(bottoms)) = (
                items_by_category.get(&OutfitCategory::Top),
                items_by_category.get(&OutfitCategory::Bottom)
            ) {
                for top in tops.iter().take(3) {
                    for bottom in bottoms.iter().take(3) {
                        let mut outfit_items = vec![(*top).clone(), (*bottom).clone()];
                        
                        // 可能添加外套
                        if let Some(outerwears) = items_by_category.get(&OutfitCategory::Outerwear) {
                            if let Some(outerwear) = outerwears.first() {
                                outfit_items.push((*outerwear).clone());
                            }
                        }
                        
                        // 可能添加鞋子
                        if let Some(footwears) = items_by_category.get(&OutfitCategory::Footwear) {
                            if let Some(footwear) = footwears.first() {
                                outfit_items.push((*footwear).clone());
                            }
                        }
                        
                        let matching = self.create_matching_from_items(
                            &outfit_items,
                            MatchingType::StyleConsistent,
                            target_occasion,
                            target_season
                        );
                        matchings.push(matching);
                        
                        if matchings.len() >= max_results as usize {
                            break;
                        }
                    }
                    
                    if matchings.len() >= max_results as usize {
                        break;
                    }
                }
            }
            
            // 尝试连衣裙+配饰的组合
            if matchings.len() < max_results as usize {
                if let Some(dresses) = items_by_category.get(&OutfitCategory::Dress) {
                    for dress in dresses.iter().take(2) {
                        let mut outfit_items = vec![(*dress).clone()];
                        
                        // 添加配饰
                        if let Some(accessories) = items_by_category.get(&OutfitCategory::Accessory) {
                            if let Some(accessory) = accessories.first() {
                                outfit_items.push((*accessory).clone());
                            }
                        }
                        
                        // 可能添加外套
                        if let Some(outerwears) = items_by_category.get(&OutfitCategory::Outerwear) {
                            if let Some(outerwear) = outerwears.first() {
                                outfit_items.push((*outerwear).clone());
                            }
                        }
                        
                        let matching = self.create_matching_from_items(
                            &outfit_items,
                            MatchingType::StyleConsistent,
                            target_occasion,
                            target_season
                        );
                        matchings.push(matching);
                        
                        if matchings.len() >= max_results as usize {
                            break;
                        }
                    }
                }
            }
        }
        
        // 限制结果数量
        matchings.truncate(max_results as usize);
        
        Ok(matchings)
    }

    /// 查找最匹配的单品
    fn find_best_matching_item<'a>(
        &self,
        base_item: &OutfitItem,
        candidates: &[&'a OutfitItem],
        preferred_styles: Option<&[OutfitStyle]>,
        color_preferences: Option<&[ColorHSV]>
    ) -> Option<&'a OutfitItem> {
        if candidates.is_empty() {
            return None;
        }
        
        // 计算每个候选项的匹配分数
        let mut scored_candidates: Vec<(&OutfitItem, f64)> = candidates.iter()
            .map(|item| {
                let mut score = 0.0;
                
                // 颜色匹配度 (权重: 0.4)
                let color_similarity = base_item.color_primary.similarity(&item.color_primary);
                score += color_similarity * 0.4;
                
                // 风格匹配度 (权重: 0.3)
                let style_similarity = self.calculate_style_similarity(&base_item.styles, &item.styles);
                score += style_similarity * 0.3;
                
                // 偏好风格匹配 (权重: 0.2)
                if let Some(styles) = preferred_styles {
                    let preferred_match = item.styles.iter()
                        .filter(|style| styles.contains(style))
                        .count() as f64 / styles.len().max(1) as f64;
                    score += preferred_match * 0.2;
                }
                
                // 偏好颜色匹配 (权重: 0.1)
                if let Some(colors) = color_preferences {
                    let mut best_color_match: f64 = 0.0;
                    for color in colors {
                        let match_score = item.color_primary.similarity(color);
                        best_color_match = best_color_match.max(match_score);
                    }
                    score += best_color_match * 0.1;
                }
                
                (*item, score)
            })
            .collect();
        
        // 按分数降序排序
        scored_candidates.sort_by(|a, b| b.1.partial_cmp(&a.1).unwrap_or(std::cmp::Ordering::Equal));
        
        // 返回最高分的候选项
        scored_candidates.first().map(move |(item, _)| *item)
    }

    /// 从单品列表创建搭配
    fn create_matching_from_items(
        &self,
        items: &[OutfitItem],
        matching_type: MatchingType,
        occasion: Option<&str>,
        season: Option<&str>
    ) -> OutfitMatching {
        // 计算搭配评分和建议
        let (score_details, suggestions) = self.calculate_matching_score_and_suggestions(items);
        
        // 构建搭配单品列表
        let matching_items = self.build_matching_items(items);
        
        // 提取色彩搭配方案
        let color_palette = self.extract_color_palette(items);
        
        // 生成风格描述
        let style_description = self.generate_style_description(items);
        
        // 构建场合标签
        let occasion_tags = if let Some(occ) = occasion {
            vec![occ.to_string()]
        } else {
            Vec::new()
        };
        
        // 构建季节标签
        let season_tags = if let Some(sea) = season {
            vec![sea.to_string()]
        } else {
            Vec::new()
        };
        
        // 创建搭配记录
        OutfitMatching {
            id: uuid::Uuid::new_v4().to_string(),
            project_id: items.first().map(|i| i.project_id.clone()).unwrap_or_default(),
            matching_name: format!("搭配 {}", chrono::Utc::now().format("%Y%m%d%H%M%S")),
            matching_type,
            items: matching_items,
            score_details,
            suggestions,
            occasion_tags,
            season_tags,
            style_description,
            color_palette,
            is_favorite: false,
            wear_count: 0,
            last_worn_date: None,
            created_at: chrono::Utc::now(),
            updated_at: chrono::Utc::now(),
        }
    }

    /// 计算搭配评分和建议
    fn calculate_matching_score_and_suggestions(&self, items: &[OutfitItem]) -> (MatchingScoreDetails, Vec<MatchingSuggestion>) {
        // 计算颜色和谐度
        let color_harmony_score = self.calculate_color_harmony(items);
        
        // 计算风格一致性
        let style_consistency_score = self.calculate_style_consistency(items);
        
        // 计算比例协调度
        let proportion_score = 0.75; // 简化实现
        
        // 计算场合适宜度
        let occasion_appropriateness = 0.8; // 简化实现
        
        // 计算时尚度
        let trend_factor = 0.7; // 简化实现
        
        // 创建评分详情
        let mut score_details = MatchingScoreDetails {
            color_harmony_score,
            style_consistency_score,
            proportion_score,
            occasion_appropriateness,
            trend_factor,
            overall_score: 0.0,
        };
        
        // 计算综合评分
        score_details.calculate_overall_score();
        
        // 生成搭配建议
        let mut suggestions = Vec::new();
        
        // 如果颜色和谐度较低，添加颜色建议
        if color_harmony_score < 0.6 {
            suggestions.push(MatchingSuggestion {
                suggestion_type: "颜色调整".to_string(),
                description: "考虑选择更协调的颜色组合，可以尝试使用互补色或类似色".to_string(),
                priority: 4,
            });
        }
        
        // 如果风格一致性较低，添加风格建议
        if style_consistency_score < 0.6 {
            suggestions.push(MatchingSuggestion {
                suggestion_type: "风格优化".to_string(),
                description: "搭配中的单品风格不够统一，建议选择风格更一致的单品".to_string(),
                priority: 3,
            });
        }
        
        (score_details, suggestions)
    }

    /// 计算颜色和谐度
    fn calculate_color_harmony(&self, items: &[OutfitItem]) -> f64 {
        if items.len() <= 1 {
            return 1.0; // 单个单品默认和谐度为1.0
        }
        
        let mut total_similarity = 0.0;
        let mut comparison_count = 0;
        
        // 计算所有单品之间的颜色相似度
        for i in 0..items.len() {
            for j in i+1..items.len() {
                let similarity = items[i].color_primary.similarity(&items[j].color_primary);
                total_similarity += similarity;
                comparison_count += 1;
            }
        }
        
        if comparison_count == 0 {
            return 1.0;
        }
        
        // 返回平均相似度
        total_similarity / comparison_count as f64
    }

    /// 计算风格一致性
    fn calculate_style_consistency(&self, items: &[OutfitItem]) -> f64 {
        if items.len() <= 1 {
            return 1.0; // 单个单品默认一致性为1.0
        }
        
        // 收集所有风格
        let mut all_styles = Vec::new();
        for item in items {
            for style in &item.styles {
                if !all_styles.contains(style) {
                    all_styles.push(style.clone());
                }
            }
        }
        
        if all_styles.is_empty() {
            return 0.5; // 没有风格信息，返回中等一致性
        }
        
        // 计算每个单品与所有风格的匹配度
        let mut total_consistency = 0.0;
        
        for item in items {
            let mut style_matches = 0;
            for style in &all_styles {
                if item.styles.contains(style) {
                    style_matches += 1;
                }
            }
            
            let item_consistency = style_matches as f64 / all_styles.len() as f64;
            total_consistency += item_consistency;
        }
        
        // 返回平均一致性
        total_consistency / items.len() as f64
    }

    /// 构建搭配单品列表
    fn build_matching_items(&self, items: &[OutfitItem]) -> Vec<MatchingOutfitItem> {
        items.iter().map(|item| {
            MatchingOutfitItem {
                item_id: item.id.clone(),
                item_name: item.name.clone(),
                category: item.category.clone(),
                color_primary: item.color_primary.clone(),
                styles: item.styles.clone(),
                role_in_outfit: self.determine_item_role(item),
                image_url: item.image_urls.first().cloned(),
            }
        }).collect()
    }

    /// 确定单品在搭配中的角色
    fn determine_item_role(&self, item: &OutfitItem) -> String {
        match item.category {
            OutfitCategory::Top | OutfitCategory::Bottom | OutfitCategory::Dress => "主角".to_string(),
            OutfitCategory::Outerwear => "重点".to_string(),
            OutfitCategory::Footwear | OutfitCategory::Accessory => "配角".to_string(),
            _ => "点缀".to_string(),
        }
    }

    /// 提取色彩搭配方案
    fn extract_color_palette(&self, items: &[OutfitItem]) -> Vec<ColorHSV> {
        let mut palette = Vec::new();
        
        for item in items {
            palette.push(item.color_primary.clone());
            if let Some(secondary) = &item.color_secondary {
                palette.push(secondary.clone());
            }
        }
        
        // 去重
        palette.dedup_by(|a, b| a.similarity(b) > 0.9);
        
        palette
    }

    /// 生成风格描述
    fn generate_style_description(&self, items: &[OutfitItem]) -> String {
        if items.is_empty() {
            return "未知风格".to_string();
        }
        
        // 统计风格出现频率
        let mut style_counts: HashMap<OutfitStyle, usize> = HashMap::new();
        for item in items {
            for style in &item.styles {
                *style_counts.entry(style.clone()).or_insert(0) += 1;
            }
        }
        
        // 找出最常见的风格
        let mut sorted_styles: Vec<(OutfitStyle, usize)> = style_counts.into_iter().collect();
        sorted_styles.sort_by(|a, b| b.1.cmp(&a.1));
        
        if sorted_styles.is_empty() {
            return "简约搭配".to_string();
        }
        
        // 生成描述
        let main_style = &sorted_styles[0].0;
        let style_name = main_style.to_string();
        
        if sorted_styles.len() == 1 || sorted_styles[0].1 > sorted_styles[1].1 {
            format!("{}风格搭配", style_name)
        } else {
            let second_style = &sorted_styles[1].0;
            format!("{}与{}混搭风格", style_name, second_style.to_string())
        }
    }

    /// 计算风格相似度
    fn calculate_style_similarity(&self, styles1: &[OutfitStyle], styles2: &[OutfitStyle]) -> f64 {
        if styles1.is_empty() || styles2.is_empty() {
            return 0.5; // 默认中等相似度
        }

        let common_styles = styles1.iter()
            .filter(|style1| styles2.contains(style1))
            .count();

        let total_unique_styles = styles1.len() + styles2.len() - common_styles;
        
        if total_unique_styles == 0 {
            1.0
        } else {
            common_styles as f64 / total_unique_styles as f64
        }
    }

    /// 获取服装搭配统计信息
    pub async fn get_matching_stats(&self, project_id: Option<&str>) -> Result<OutfitMatchingStats> {
        Ok(self.repository.get_stats(project_id)?)
    }

    /// 验证创建请求
    fn validate_create_request(&self, request: &CreateOutfitMatchingRequest) -> Result<()> {
        if request.project_id.trim().is_empty() {
            return Err(BusinessError::InvalidInput("项目ID不能为空".to_string()).into());
        }

        if request.matching_name.trim().is_empty() {
            return Err(BusinessError::InvalidInput("搭配名称不能为空".to_string()).into());
        }

        if request.item_ids.is_empty() {
            return Err(BusinessError::InvalidInput("搭配单品列表不能为空".to_string()).into());
        }

        Ok(())
    }
}

#[cfg(test)]
mod tests {
    use super::*;
    use crate::data::models::outfit_analysis::ColorHSV;
    use crate::data::models::outfit_item::{OutfitCategory, OutfitStyle};

    #[test]
    fn test_calculate_color_harmony() {
        // 创建测试用的服装单品
        let items = vec![
            OutfitItem {
                id: "1".to_string(),
                project_id: "test".to_string(),
                analysis_id: None,
                name: "红色T恤".to_string(),
                category: OutfitCategory::Top,
                brand: None,
                model: None,
                color_primary: ColorHSV::new(0.0, 0.8, 0.9), // 红色
                color_secondary: None,
                styles: vec![OutfitStyle::Casual],
                design_elements: vec![],
                size: None,
                material: None,
                price: None,
                purchase_date: None,
                image_urls: vec![],
                tags: vec![],
                notes: None,
                created_at: chrono::Utc::now(),
                updated_at: chrono::Utc::now(),
            },
            OutfitItem {
                id: "2".to_string(),
                project_id: "test".to_string(),
                analysis_id: None,
                name: "红色裤子".to_string(),
                category: OutfitCategory::Bottom,
                brand: None,
                model: None,
                color_primary: ColorHSV::new(0.02, 0.75, 0.85), // 相似的红色
                color_secondary: None,
                styles: vec![OutfitStyle::Casual],
                design_elements: vec![],
                size: None,
                material: None,
                price: None,
                purchase_date: None,
                image_urls: vec![],
                tags: vec![],
                notes: None,
                created_at: chrono::Utc::now(),
                updated_at: chrono::Utc::now(),
            },
        ];

        // 创建模拟的仓库
        let matching_repo = std::sync::Arc::new(unsafe { std::mem::zeroed() });
        let item_repo = std::sync::Arc::new(unsafe { std::mem::zeroed() });
        let service = OutfitMatchingService::new(matching_repo, item_repo);

        let harmony_score = service.calculate_color_harmony(&items);

        // 相似颜色应该有较高的和谐度
        assert!(harmony_score > 0.7);
    }

    #[test]
    fn test_calculate_style_consistency() {
        let items = vec![
            OutfitItem {
                id: "1".to_string(),
                project_id: "test".to_string(),
                analysis_id: None,
                name: "休闲T恤".to_string(),
                category: OutfitCategory::Top,
                brand: None,
                model: None,
                color_primary: ColorHSV::new(0.0, 0.8, 0.9),
                color_secondary: None,
                styles: vec![OutfitStyle::Casual, OutfitStyle::Trendy],
                design_elements: vec![],
                size: None,
                material: None,
                price: None,
                purchase_date: None,
                image_urls: vec![],
                tags: vec![],
                notes: None,
                created_at: chrono::Utc::now(),
                updated_at: chrono::Utc::now(),
            },
            OutfitItem {
                id: "2".to_string(),
                project_id: "test".to_string(),
                analysis_id: None,
                name: "休闲裤子".to_string(),
                category: OutfitCategory::Bottom,
                brand: None,
                model: None,
                color_primary: ColorHSV::new(0.6, 0.5, 0.8),
                color_secondary: None,
                styles: vec![OutfitStyle::Casual],
                design_elements: vec![],
                size: None,
                material: None,
                price: None,
                purchase_date: None,
                image_urls: vec![],
                tags: vec![],
                notes: None,
                created_at: chrono::Utc::now(),
                updated_at: chrono::Utc::now(),
            },
        ];

        let matching_repo = std::sync::Arc::new(unsafe { std::mem::zeroed() });
        let item_repo = std::sync::Arc::new(unsafe { std::mem::zeroed() });
        let service = OutfitMatchingService::new(matching_repo, item_repo);

        let consistency_score = service.calculate_style_consistency(&items);

        // 有共同风格的单品应该有较高的一致性
        assert!(consistency_score > 0.5);
    }

    #[test]
    fn test_determine_item_role() {
        let matching_repo = std::sync::Arc::new(unsafe { std::mem::zeroed() });
        let item_repo = std::sync::Arc::new(unsafe { std::mem::zeroed() });
        let service = OutfitMatchingService::new(matching_repo, item_repo);

        let top_item = OutfitItem {
            id: "1".to_string(),
            project_id: "test".to_string(),
            analysis_id: None,
            name: "T恤".to_string(),
            category: OutfitCategory::Top,
            brand: None,
            model: None,
            color_primary: ColorHSV::new(0.0, 0.8, 0.9),
            color_secondary: None,
            styles: vec![],
            design_elements: vec![],
            size: None,
            material: None,
            price: None,
            purchase_date: None,
            image_urls: vec![],
            tags: vec![],
            notes: None,
            created_at: chrono::Utc::now(),
            updated_at: chrono::Utc::now(),
        };

        let role = service.determine_item_role(&top_item);
        assert_eq!(role, "主角");

        let accessory_item = OutfitItem {
            category: OutfitCategory::Accessory,
            ..top_item.clone()
        };

        let accessory_role = service.determine_item_role(&accessory_item);
        assert_eq!(accessory_role, "配角");
    }

    #[test]
    fn test_generate_style_description() {
        let items = vec![
            OutfitItem {
                id: "1".to_string(),
                project_id: "test".to_string(),
                analysis_id: None,
                name: "休闲T恤".to_string(),
                category: OutfitCategory::Top,
                brand: None,
                model: None,
                color_primary: ColorHSV::new(0.0, 0.8, 0.9),
                color_secondary: None,
                styles: vec![OutfitStyle::Casual, OutfitStyle::Casual], // 重复的休闲风格
                design_elements: vec![],
                size: None,
                material: None,
                price: None,
                purchase_date: None,
                image_urls: vec![],
                tags: vec![],
                notes: None,
                created_at: chrono::Utc::now(),
                updated_at: chrono::Utc::now(),
            },
        ];

        let matching_repo = std::sync::Arc::new(unsafe { std::mem::zeroed() });
        let item_repo = std::sync::Arc::new(unsafe { std::mem::zeroed() });
        let service = OutfitMatchingService::new(matching_repo, item_repo);

        let description = service.generate_style_description(&items);
        assert!(description.contains("休闲"));
    }

    #[test]
    fn test_validate_create_request() {
        let matching_repo = std::sync::Arc::new(unsafe { std::mem::zeroed() });
        let item_repo = std::sync::Arc::new(unsafe { std::mem::zeroed() });
        let service = OutfitMatchingService::new(matching_repo, item_repo);

        // 测试有效请求
        let valid_request = CreateOutfitMatchingRequest {
            project_id: "test_project".to_string(),
            matching_name: "测试搭配".to_string(),
            matching_type: MatchingType::StyleConsistent,
            item_ids: vec!["item1".to_string(), "item2".to_string()],
            occasion_tags: vec![],
            season_tags: vec![],
            style_description: None,
        };

        assert!(service.validate_create_request(&valid_request).is_ok());

        // 测试无效请求 - 空项目ID
        let invalid_request = CreateOutfitMatchingRequest {
            project_id: "".to_string(),
            ..valid_request.clone()
        };

        assert!(service.validate_create_request(&invalid_request).is_err());

        // 测试无效请求 - 空搭配名称
        let invalid_request = CreateOutfitMatchingRequest {
            matching_name: "".to_string(),
            ..valid_request.clone()
        };

        assert!(service.validate_create_request(&invalid_request).is_err());

        // 测试无效请求 - 空单品列表
        let invalid_request = CreateOutfitMatchingRequest {
            item_ids: vec![],
            ..valid_request.clone()
        };

        assert!(service.validate_create_request(&invalid_request).is_err());
    }
}