/**
 * [BE-AIAUTO-001~002] AI决策自动化配置服务
 * 负责管理AI决策自动执行的配置、阈值和等级
 * AI注意: 所有自动执行决策必须通过此服务校验
 */

import db from '../config/database';
import { logger } from '../utils/logger';
import { EventBusService } from './EventBusService';
import { RedisService } from './RedisService';

// 自动化等级 (L1-L4)
export type AutomationLevel = 'L1' | 'L2' | 'L3' | 'L4';

// 风险等级
export type RiskLevel = 'LOW' | 'MEDIUM' | 'HIGH' | 'CRITICAL';

// 决策模块类型
export type DecisionModule = 
  | 'PRICING'       // 定价模块
  | 'INVENTORY'     // 库存模块
  | 'AD_OPTIMIZE'   // 广告优化
  | 'PRODUCT_SELECT' // 选品模块
  | 'LOGISTICS'     // 物流模块
  | 'RISK_CONTROL'  // 风控模块
  | 'CUSTOMER_SERVICE' // 客服模块
  | 'SETTLEMENT';   // 结算模块

// 自动执行配置实体
export interface AutoExecutionConfig {
  id: string;
  tenant_id: string;
  shop_id: string;
  module: DecisionModule;
  
  // 自动化等级
  automation_level: AutomationLevel;
  
  // 置信度阈值配置
  confidence_thresholds: {
    auto_execute: number;      // 自动执行阈值
    pending_review: number;    // 待审核阈值
    auto_reject: number;       // 自动拒绝阈值
  };
  
  // 风险限制配置
  risk_limits: {
    max_amount: number;        // 最大金额限制
    max_quantity: number;      // 最大数量限制
    allowed_risk_levels: RiskLevel[]; // 允许的风险等级
  };
  
  // 时间限制
  time_restrictions: {
    allowed_hours: number[];   // 允许执行的小时 (0-23)
    excluded_dates: string[];  // 排除的日期 (YYYY-MM-DD)
  };
  
  // 回滚配置
  rollback_config: {
    enabled: boolean;
    max_attempts: number;
    cooldown_minutes: number;
  };
  
  // 通知配置
  notification_config: {
    on_execute: boolean;
    on_fail: boolean;
    on_rollback: boolean;
    channels: ('EMAIL' | 'SMS' | 'WEBHOOK')[];
  };
  
  // 统计数据
  statistics: {
    total_executions: number;
    success_count: number;
    fail_count: number;
    rollback_count: number;
    avg_confidence: number;
    last_execution_at?: Date;
  };
  
  // 状态
  status: 'ACTIVE' | 'INACTIVE' | 'SUSPENDED';
  
  // 审计
  created_by: string;
  updated_by: string;
  created_at: Date;
  updated_at: Date;
}

// 执行请求
export interface ExecutionRequest {
  tenant_id: string;
  shop_id: string;
  module: DecisionModule;
  decision_id: string;
  confidence: number;
  risk_level: RiskLevel;
  estimated_impact: {
    amount?: number;
    quantity?: number;
  };
  metadata?: Record<string, any>;
}

// 执行结果
export interface ExecutionResult {
  allowed: boolean;
  reason: string;
  required_action: 'AUTO_EXECUTE' | 'PENDING_REVIEW' | 'AUTO_REJECT';
  config_snapshot: Partial<AutoExecutionConfig>;
  warnings: string[];
}

// 等级演进记录
export interface LevelEvolutionRecord {
  id: string;
  tenant_id: string;
  shop_id: string;
  module: DecisionModule;
  from_level: AutomationLevel;
  to_level: AutomationLevel;
  reason: string;
  metrics: {
    success_rate: number;
    total_executions: number;
    avg_confidence: number;
  };
  approved_by: string;
  created_at: Date;
}

// 模块默认配置
const MODULE_DEFAULT_CONFIGS: Record<DecisionModule, Partial<AutoExecutionConfig>> = {
  PRICING: {
    confidence_thresholds: { auto_execute: 0.85, pending_review: 0.60, auto_reject: 0.40 },
    risk_limits: { max_amount: 5000, max_quantity: 100, allowed_risk_levels: ['LOW', 'MEDIUM'] },
  },
  INVENTORY: {
    confidence_thresholds: { auto_execute: 0.90, pending_review: 0.70, auto_reject: 0.50 },
    risk_limits: { max_amount: 10000, max_quantity: 500, allowed_risk_levels: ['LOW', 'MEDIUM'] },
  },
  AD_OPTIMIZE: {
    confidence_thresholds: { auto_execute: 0.80, pending_review: 0.55, auto_reject: 0.35 },
    risk_limits: { max_amount: 2000, max_quantity: 50, allowed_risk_levels: ['LOW', 'MEDIUM', 'HIGH'] },
  },
  PRODUCT_SELECT: {
    confidence_thresholds: { auto_execute: 0.75, pending_review: 0.50, auto_reject: 0.30 },
    risk_limits: { max_amount: 3000, max_quantity: 200, allowed_risk_levels: ['LOW', 'MEDIUM'] },
  },
  LOGISTICS: {
    confidence_thresholds: { auto_execute: 0.88, pending_review: 0.65, auto_reject: 0.45 },
    risk_limits: { max_amount: 1000, max_quantity: 100, allowed_risk_levels: ['LOW', 'MEDIUM'] },
  },
  RISK_CONTROL: {
    confidence_thresholds: { auto_execute: 0.95, pending_review: 0.80, auto_reject: 0.60 },
    risk_limits: { max_amount: 50000, max_quantity: 1000, allowed_risk_levels: ['LOW'] },
  },
  CUSTOMER_SERVICE: {
    confidence_thresholds: { auto_execute: 0.82, pending_review: 0.60, auto_reject: 0.40 },
    risk_limits: { max_amount: 500, max_quantity: 10, allowed_risk_levels: ['LOW', 'MEDIUM'] },
  },
  SETTLEMENT: {
    confidence_thresholds: { auto_execute: 0.98, pending_review: 0.90, auto_reject: 0.70 },
    risk_limits: { max_amount: 100000, max_quantity: 100, allowed_risk_levels: ['LOW'] },
  },
};

// 等级能力矩阵
const LEVEL_CAPABILITIES: Record<AutomationLevel, {
  max_risk_level: RiskLevel;
  max_amount_multiplier: number;
  requires_approval: boolean;
  description: string;
}> = {
  L1: {
    max_risk_level: 'LOW',
    max_amount_multiplier: 0.5,
    requires_approval: true,
    description: '仅建议，所有操作需人工确认',
  },
  L2: {
    max_risk_level: 'MEDIUM',
    max_amount_multiplier: 1.0,
    requires_approval: false,
    description: '低风险操作可自动执行，中高风险需审核',
  },
  L3: {
    max_risk_level: 'HIGH',
    max_amount_multiplier: 2.0,
    requires_approval: false,
    description: '大部分操作可自动执行，仅高风险需审核',
  },
  L4: {
    max_risk_level: 'CRITICAL',
    max_amount_multiplier: 5.0,
    requires_approval: false,
    description: '全自动化，包含关键操作，需严格监控',
  },
};

export class AutoExecutionConfigService {
  private static readonly TABLE_NAME = 'cf_auto_execution_config';
  private static readonly EVOLUTION_TABLE = 'cf_automation_level_evolution';
  private static readonly CACHE_PREFIX = 'auto_exec_config:';
  private static readonly CACHE_TTL = 1800; // 30分钟

  /**
   * [BE-AIAUTO-001] 初始化数据库表
   */
  static async initTables() {
    // 主配置表
    const hasTable = await db.schema.hasTable(this.TABLE_NAME);
    if (!hasTable) {
      logger.info(`Creating ${this.TABLE_NAME} table...`);
      await db.schema.createTable(this.TABLE_NAME, (table) => {
        table.string('id', 50).primary();
        table.string('tenant_id', 50).notNullable().index();
        table.string('shop_id', 50).notNullable().index();
        table.enum('module', [
          'PRICING', 'INVENTORY', 'AD_OPTIMIZE', 'PRODUCT_SELECT',
          'LOGISTICS', 'RISK_CONTROL', 'CUSTOMER_SERVICE', 'SETTLEMENT'
        ]).notNullable();
        
        // 自动化等级
        table.enum('automation_level', ['L1', 'L2', 'L3', 'L4']).notNullable().defaultTo('L1');
        
        // JSON配置字段
        table.json('confidence_thresholds').notNullable();
        table.json('risk_limits').notNullable();
        table.json('time_restrictions').notNullable();
        table.json('rollback_config').notNullable();
        table.json('notification_config').notNullable();
        table.json('statistics').notNullable();
        
        // 状态
        table.enum('status', ['ACTIVE', 'INACTIVE', 'SUSPENDED']).notNullable().defaultTo('ACTIVE');
        
        // 审计
        table.string('created_by', 50).notNullable();
        table.string('updated_by', 50).notNullable();
        table.timestamp('created_at').notNullable().defaultTo(db.fn.now());
        table.timestamp('updated_at').notNullable().defaultTo(db.fn.now());
        
        // 唯一约束
        table.unique(['tenant_id', 'shop_id', 'module']);
        table.index(['tenant_id', 'status']);
      });
      logger.info(`${this.TABLE_NAME} table created successfully`);
    }

    // 等级演进记录表
    const hasEvolutionTable = await db.schema.hasTable(this.EVOLUTION_TABLE);
    if (!hasEvolutionTable) {
      logger.info(`Creating ${this.EVOLUTION_TABLE} table...`);
      await db.schema.createTable(this.EVOLUTION_TABLE, (table) => {
        table.string('id', 50).primary();
        table.string('tenant_id', 50).notNullable().index();
        table.string('shop_id', 50).notNullable().index();
        table.enum('module', [
          'PRICING', 'INVENTORY', 'AD_OPTIMIZE', 'PRODUCT_SELECT',
          'LOGISTICS', 'RISK_CONTROL', 'CUSTOMER_SERVICE', 'SETTLEMENT'
        ]).notNullable();
        
        table.enum('from_level', ['L1', 'L2', 'L3', 'L4']).notNullable();
        table.enum('to_level', ['L1', 'L2', 'L3', 'L4']).notNullable();
        table.text('reason').notNullable();
        table.json('metrics').notNullable();
        table.string('approved_by', 50).notNullable();
        table.timestamp('created_at').notNullable().defaultTo(db.fn.now());
        
        table.index(['tenant_id', 'module', 'created_at']);
      });
      logger.info(`${this.EVOLUTION_TABLE} table created successfully`);
    }
  }

  /**
   * [BE-AIAUTO-002] 获取或创建模块配置
   */
  static async getOrCreateConfig(
    tenantId: string,
    shopId: string,
    module: DecisionModule,
    userId: string
  ): Promise<AutoExecutionConfig> {
    // 尝试从缓存获取
    const cacheKey = `${this.CACHE_PREFIX}${tenantId}:${shopId}:${module}`;
    const cached = await RedisService.get(cacheKey);
    if (cached) {
      return JSON.parse(cached);
    }

    // 查询数据库
    let config = await db(this.TABLE_NAME)
      .where({ tenant_id: tenantId, shop_id: shopId, module })
      .first();

    if (!config) {
      // 创建默认配置
      const defaultConfig = MODULE_DEFAULT_CONFIGS[module];
      const id = `AEC-${Date.now()}-${Math.random().toString(36).substr(2, 9)}`;
      
      const newConfig = {
        id,
        tenant_id: tenantId,
        shop_id: shopId,
        module,
        automation_level: 'L1' as AutomationLevel,
        confidence_thresholds: JSON.stringify(defaultConfig.confidence_thresholds || {
          auto_execute: 0.80,
          pending_review: 0.50,
          auto_reject: 0.30,
        }),
        risk_limits: JSON.stringify(defaultConfig.risk_limits || {
          max_amount: 1000,
          max_quantity: 100,
          allowed_risk_levels: ['LOW', 'MEDIUM'],
        }),
        time_restrictions: JSON.stringify({
          allowed_hours: Array.from({ length: 24 }, (_, i) => i),
          excluded_dates: [],
        }),
        rollback_config: JSON.stringify({
          enabled: true,
          max_attempts: 3,
          cooldown_minutes: 30,
        }),
        notification_config: JSON.stringify({
          on_execute: true,
          on_fail: true,
          on_rollback: true,
          channels: ['EMAIL'] as ('EMAIL' | 'SMS' | 'WEBHOOK')[],
        }),
        statistics: JSON.stringify({
          total_executions: 0,
          success_count: 0,
          fail_count: 0,
          rollback_count: 0,
          avg_confidence: 0,
        }),
        status: 'ACTIVE',
        created_by: userId,
        updated_by: userId,
        created_at: new Date(),
        updated_at: new Date(),
      };

      await db(this.TABLE_NAME).insert(newConfig);
      config = newConfig;
      logger.info(`[AutoExecutionConfig] Created default config for ${module}`);
    }

    const result = this.parseConfigRecord(config);
    
    // 缓存结果
    await RedisService.setex(cacheKey, this.CACHE_TTL, JSON.stringify(result));
    
    return result;
  }

  /**
   * [BE-AIAUTO-002] 校验执行请求
   */
  static async validateExecution(request: ExecutionRequest): Promise<ExecutionResult> {
    const config = await this.getOrCreateConfig(
      request.tenant_id,
      request.shop_id,
      request.module,
      'SYSTEM'
    );

    const warnings: string[] = [];
    let allowed = true;
    let reason = '';
    let requiredAction: 'AUTO_EXECUTE' | 'PENDING_REVIEW' | 'AUTO_REJECT' = 'AUTO_EXECUTE';

    // 检查配置状态
    if (config.status !== 'ACTIVE') {
      return {
        allowed: false,
        reason: `配置状态为 ${config.status}，不允许自动执行`,
        required_action: 'PENDING_REVIEW',
        config_snapshot: { status: config.status },
        warnings: ['模块配置未激活'],
      };
    }

    // 检查置信度阈值
    const { confidence_thresholds } = config;
    if (request.confidence >= confidence_thresholds.auto_execute) {
      requiredAction = 'AUTO_EXECUTE';
      reason = '置信度达到自动执行阈值';
    } else if (request.confidence >= confidence_thresholds.pending_review) {
      requiredAction = 'PENDING_REVIEW';
      reason = '置信度处于待审核区间';
      allowed = false;
    } else {
      requiredAction = 'AUTO_REJECT';
      reason = '置信度低于最低阈值，自动拒绝';
      allowed = false;
    }

    // 检查风险等级
    const { risk_limits } = config;
    if (!risk_limits.allowed_risk_levels.includes(request.risk_level)) {
      warnings.push(`风险等级 ${request.risk_level} 不在允许范围内`);
      if (request.risk_level === 'CRITICAL' || request.risk_level === 'HIGH') {
        requiredAction = 'PENDING_REVIEW';
        allowed = false;
        reason = '风险等级过高，需要人工审核';
      }
    }

    // 检查等级能力限制
    const levelCapability = LEVEL_CAPABILITIES[config.automation_level];
    const riskLevelOrder: RiskLevel[] = ['LOW', 'MEDIUM', 'HIGH', 'CRITICAL'];
    const requestRiskIndex = riskLevelOrder.indexOf(request.risk_level);
    const maxRiskIndex = riskLevelOrder.indexOf(levelCapability.max_risk_level);
    
    if (requestRiskIndex > maxRiskIndex) {
      warnings.push(`当前等级 ${config.automation_level} 不支持风险等级 ${request.risk_level}`);
      requiredAction = 'PENDING_REVIEW';
      allowed = false;
      reason = '超出当前自动化等级的风险承受能力';
    }

    // 检查金额/数量限制
    const maxAmount = risk_limits.max_amount * levelCapability.max_amount_multiplier;
    if (request.estimated_impact.amount && request.estimated_impact.amount > maxAmount) {
      warnings.push(`预估金额 ${request.estimated_impact.amount} 超出限制 ${maxAmount}`);
      requiredAction = 'PENDING_REVIEW';
      allowed = false;
      reason = '预估影响金额超出当前等级限制';
    }

    if (request.estimated_impact.quantity && request.estimated_impact.quantity > risk_limits.max_quantity) {
      warnings.push(`预估数量 ${request.estimated_impact.quantity} 超出限制 ${risk_limits.max_quantity}`);
      requiredAction = 'PENDING_REVIEW';
      allowed = false;
      reason = '预估影响数量超出限制';
    }

    // 检查时间限制
    const { time_restrictions } = config;
    const now = new Date();
    const currentHour = now.getHours();
    const currentDate = now.toISOString().split('T')[0];

    if (!time_restrictions.allowed_hours.includes(currentHour)) {
      warnings.push(`当前时间 ${currentHour}:00 不在允许执行的时间段内`);
      requiredAction = 'PENDING_REVIEW';
      allowed = false;
      reason = '不在允许执行的时间段';
    }

    if (time_restrictions.excluded_dates.includes(currentDate)) {
      warnings.push(`当前日期 ${currentDate} 被排除执行`);
      requiredAction = 'PENDING_REVIEW';
      allowed = false;
      reason = '当前日期不允许自动执行';
    }

    // L1等级始终需要审核
    if (config.automation_level === 'L1' && requiredAction === 'AUTO_EXECUTE') {
      requiredAction = 'PENDING_REVIEW';
      allowed = false;
      reason = 'L1等级所有操作都需要人工确认';
    }

    return {
      allowed,
      reason,
      required_action: requiredAction,
      config_snapshot: {
        automation_level: config.automation_level,
        confidence_thresholds: config.confidence_thresholds,
        risk_limits: config.risk_limits,
      },
      warnings,
    };
  }

  /**
   * [BE-AIAUTO-002] 更新配置
   */
  static async updateConfig(
    configId: string,
    updates: Partial<AutoExecutionConfig>,
    userId: string
  ): Promise<AutoExecutionConfig> {
    const updateData: any = {
      updated_by: userId,
      updated_at: new Date(),
    };

    // 处理JSON字段
    if (updates.confidence_thresholds) {
      updateData.confidence_thresholds = JSON.stringify(updates.confidence_thresholds);
    }
    if (updates.risk_limits) {
      updateData.risk_limits = JSON.stringify(updates.risk_limits);
    }
    if (updates.time_restrictions) {
      updateData.time_restrictions = JSON.stringify(updates.time_restrictions);
    }
    if (updates.rollback_config) {
      updateData.rollback_config = JSON.stringify(updates.rollback_config);
    }
    if (updates.notification_config) {
      updateData.notification_config = JSON.stringify(updates.notification_config);
    }
    if (updates.automation_level) {
      updateData.automation_level = updates.automation_level;
    }
    if (updates.status) {
      updateData.status = updates.status;
    }

    await db(this.TABLE_NAME)
      .where('id', configId)
      .update(updateData);

    // 清除缓存
    const config = await db(this.TABLE_NAME).where('id', configId).first();
    if (config) {
      const cacheKey = `${this.CACHE_PREFIX}${config.tenant_id}:${config.shop_id}:${config.module}`;
      await RedisService.del(cacheKey);
    }

    // 发布事件
    await EventBusService.publish('auto_execution.config_updated', {
      configId,
      updates,
      userId,
      timestamp: new Date(),
    });

    logger.info(`[AutoExecutionConfig] Updated config ${configId}`);
    return this.parseConfigRecord(config);
  }

  /**
   * [BE-AIAUTO-002] 记录执行结果并更新统计
   */
  static async recordExecution(
    tenantId: string,
    shopId: string,
    module: DecisionModule,
    success: boolean,
    confidence: number,
    rolledBack: boolean = false
  ): Promise<void> {
    const config = await this.getOrCreateConfig(tenantId, shopId, module, 'SYSTEM');
    
    const stats = config.statistics;
    stats.total_executions += 1;
    if (success) {
      stats.success_count += 1;
    } else {
      stats.fail_count += 1;
    }
    if (rolledBack) {
      stats.rollback_count += 1;
    }
    stats.avg_confidence = ((stats.avg_confidence * (stats.total_executions - 1)) + confidence) / stats.total_executions;
    stats.last_execution_at = new Date();

    await db(this.TABLE_NAME)
      .where('id', config.id)
      .update({
        statistics: JSON.stringify(stats),
        updated_at: new Date(),
      });

    // 清除缓存
    const cacheKey = `${this.CACHE_PREFIX}${tenantId}:${shopId}:${module}`;
    await RedisService.del(cacheKey);
  }

  /**
   * [BE-AIAUTO-002] 升级自动化等级
   */
  static async upgradeLevel(
    tenantId: string,
    shopId: string,
    module: DecisionModule,
    targetLevel: AutomationLevel,
    reason: string,
    approvedBy: string
  ): Promise<LevelEvolutionRecord> {
    const config = await this.getOrCreateConfig(tenantId, shopId, module, approvedBy);
    const currentLevel = config.automation_level;
    
    // 验证等级演进顺序
    const levelOrder: AutomationLevel[] = ['L1', 'L2', 'L3', 'L4'];
    const currentIndex = levelOrder.indexOf(currentLevel);
    const targetIndex = levelOrder.indexOf(targetLevel);
    
    if (targetIndex !== currentIndex + 1) {
      throw new Error(`只能逐级升级，当前等级 ${currentLevel}，目标等级 ${targetLevel}`);
    }

    // 检查升级条件
    const stats = config.statistics;
    if (stats.total_executions < 100) {
      throw new Error(`执行次数不足100次，当前 ${stats.total_executions} 次`);
    }
    const successRate = stats.success_count / stats.total_executions;
    if (successRate < 0.95) {
      throw new Error(`成功率不足95%，当前 ${(successRate * 100).toFixed(1)}%`);
    }

    // 更新配置
    await this.updateConfig(config.id, { automation_level: targetLevel }, approvedBy);

    // 记录演进
    const evolutionId = `EVO-${Date.now()}-${Math.random().toString(36).substr(2, 9)}`;
    const evolution: LevelEvolutionRecord = {
      id: evolutionId,
      tenant_id: tenantId,
      shop_id: shopId,
      module,
      from_level: currentLevel,
      to_level: targetLevel,
      reason,
      metrics: {
        success_rate: successRate,
        total_executions: stats.total_executions,
        avg_confidence: stats.avg_confidence,
      },
      approved_by: approvedBy,
      created_at: new Date(),
    };

    await db(this.EVOLUTION_TABLE).insert({
      ...evolution,
      metrics: JSON.stringify(evolution.metrics),
    });

    // 发布事件
    await EventBusService.publish('auto_execution.level_upgraded', {
      tenantId,
      shopId,
      module,
      fromLevel: currentLevel,
      toLevel: targetLevel,
      approvedBy,
      timestamp: new Date(),
    });

    logger.info(`[AutoExecutionConfig] Upgraded ${module} from ${currentLevel} to ${targetLevel}`);
    return evolution;
  }

  /**
   * [BE-AIAUTO-002] 降级自动化等级
   */
  static async downgradeLevel(
    tenantId: string,
    shopId: string,
    module: DecisionModule,
    targetLevel: AutomationLevel,
    reason: string,
    approvedBy: string
  ): Promise<LevelEvolutionRecord> {
    const config = await this.getOrCreateConfig(tenantId, shopId, module, approvedBy);
    const currentLevel = config.automation_level;
    
    // 验证等级演进顺序
    const levelOrder: AutomationLevel[] = ['L1', 'L2', 'L3', 'L4'];
    const currentIndex = levelOrder.indexOf(currentLevel);
    const targetIndex = levelOrder.indexOf(targetLevel);
    
    if (targetIndex >= currentIndex) {
      throw new Error(`降级目标等级必须低于当前等级`);
    }

    // 更新配置
    await this.updateConfig(config.id, { automation_level: targetLevel }, approvedBy);

    // 记录演进
    const evolutionId = `EVO-${Date.now()}-${Math.random().toString(36).substr(2, 9)}`;
    const stats = config.statistics;
    const successRate = stats.total_executions > 0 ? stats.success_count / stats.total_executions : 0;
    
    const evolution: LevelEvolutionRecord = {
      id: evolutionId,
      tenant_id: tenantId,
      shop_id: shopId,
      module,
      from_level: currentLevel,
      to_level: targetLevel,
      reason,
      metrics: {
        success_rate: successRate,
        total_executions: stats.total_executions,
        avg_confidence: stats.avg_confidence,
      },
      approved_by: approvedBy,
      created_at: new Date(),
    };

    await db(this.EVOLUTION_TABLE).insert({
      ...evolution,
      metrics: JSON.stringify(evolution.metrics),
    });

    // 发布事件
    await EventBusService.publish('auto_execution.level_downgraded', {
      tenantId,
      shopId,
      module,
      fromLevel: currentLevel,
      toLevel: targetLevel,
      approvedBy,
      reason,
      timestamp: new Date(),
    });

    logger.info(`[AutoExecutionConfig] Downgraded ${module} from ${currentLevel} to ${targetLevel}`);
    return evolution;
  }

  /**
   * [BE-AIAUTO-002] 获取所有模块配置
   */
  static async getAllConfigs(
    tenantId: string,
    shopId?: string
  ): Promise<AutoExecutionConfig[]> {
    let query = db(this.TABLE_NAME).where('tenant_id', tenantId);
    if (shopId) {
      query = query.where('shop_id', shopId);
    }
    
    const records = await query.orderBy('module', 'asc');
    return records.map(this.parseConfigRecord);
  }

  /**
   * [BE-AIAUTO-002] 获取等级演进历史
   */
  static async getEvolutionHistory(
    tenantId: string,
    shopId?: string,
    module?: DecisionModule
  ): Promise<LevelEvolutionRecord[]> {
    let query = db(this.EVOLUTION_TABLE).where('tenant_id', tenantId);
    if (shopId) {
      query = query.where('shop_id', shopId);
    }
    if (module) {
      query = query.where('module', module);
    }
    
    const records = await query.orderBy('created_at', 'desc');
    return records.map(r => ({
      ...r,
      metrics: typeof r.metrics === 'string' ? JSON.parse(r.metrics) : r.metrics,
    }));
  }

  /**
   * [BE-AIAUTO-002] 获取等级能力说明
   */
  static getLevelCapabilities(): Record<AutomationLevel, typeof LEVEL_CAPABILITIES[AutomationLevel]> {
    return LEVEL_CAPABILITIES;
  }

  /**
   * [BE-AIAUTO-002] 获取模块默认配置
   */
  static getModuleDefaults(): Record<DecisionModule, Partial<AutoExecutionConfig>> {
    return MODULE_DEFAULT_CONFIGS;
  }

  /**
   * 解析数据库记录
   */
  private static parseConfigRecord(record: any): AutoExecutionConfig {
    return {
      ...record,
      confidence_thresholds: typeof record.confidence_thresholds === 'string' 
        ? JSON.parse(record.confidence_thresholds) 
        : record.confidence_thresholds,
      risk_limits: typeof record.risk_limits === 'string' 
        ? JSON.parse(record.risk_limits) 
        : record.risk_limits,
      time_restrictions: typeof record.time_restrictions === 'string' 
        ? JSON.parse(record.time_restrictions) 
        : record.time_restrictions,
      rollback_config: typeof record.rollback_config === 'string' 
        ? JSON.parse(record.rollback_config) 
        : record.rollback_config,
      notification_config: typeof record.notification_config === 'string' 
        ? JSON.parse(record.notification_config) 
        : record.notification_config,
      statistics: typeof record.statistics === 'string' 
        ? JSON.parse(record.statistics) 
        : record.statistics,
    };
  }
}