import UserActivity, { ActivityAction, ActivityCategory } from '../model/userActivity.model';
import UserStats from '../model/userStats.model';
import { Types } from 'mongoose';

/**
 * Service for querying user activities and generating reports
 */
export class ActivityService {

  /**
   * Get user's activity timeline
   */
  static async getUserActivityTimeline(
    userId?: string,
    options: {
      limit?: number;
      skip?: number;
      startDate?: Date;
      endDate?: Date;
      category?: ActivityCategory;
      action?: ActivityAction;
      role?: string;
    } = {}
  ) {
    const {
      limit = 50,
      skip = 0,
      startDate,
      endDate,
      category,
      action,
      role
    } = options;

    const query: any = {};

    // User filter
    if (userId) {
      query.user = userId;
    } else if (role) {
      // If role is specified, find all users with that role first
      // This is more efficient than a massive lookup aggregation for this specific case
      const User = (await import('../model/user.model')).default;
      const usersWithRole = await User.find({ role }).select('_id');
      const userIds = usersWithRole.map(u => u._id);
      query.user = { $in: userIds };
    }

    // Date range filter
    if (startDate || endDate) {
      query.timestamp = {};
      if (startDate) query.timestamp.$gte = startDate;
      if (endDate) query.timestamp.$lte = endDate;
    }

    // Category filter
    if (category) query.category = category;

    // Action filter
    if (action) query.action = action;

    const [activities, total] = await Promise.all([
      UserActivity.find(query)
        .sort({ timestamp: -1 })
        .limit(limit)
        .skip(skip)
        .populate('user', 'username email profilePhoto role')
        .populate('metadata.eventId', 'title code')
        .populate('metadata.formId', 'title')
        .lean(),
      UserActivity.countDocuments(query)
    ]);

    return {
      activities,
      pagination: {
        total,
        limit,
        skip,
        pages: Math.ceil(total / limit)
      }
    };
  }

  /**
   * Get user statistics
   */
  static async getUserStats(userId: string) {
    const stats = await UserStats.findOne({ user: userId });

    if (!stats) {
      // Create initial stats if not exists
      return await UserStats.create({ user: userId });
    }

    return stats;
  }

  /**
   * Get activity breakdown by category
   */
  static async getActivityBreakdown(
    userId: string,
    startDate?: Date,
    endDate?: Date
  ) {
    const matchStage: any = { user: new Types.ObjectId(userId) };

    if (startDate || endDate) {
      matchStage.timestamp = {};
      if (startDate) matchStage.timestamp.$gte = startDate;
      if (endDate) matchStage.timestamp.$lte = endDate;
    }

    const breakdown = await UserActivity.aggregate([
      { $match: matchStage },
      {
        $group: {
          _id: '$category',
          count: { $sum: 1 },
          lastActivity: { $max: '$timestamp' }
        }
      },
      { $sort: { count: -1 } }
    ]);

    return breakdown;
  }

  /**
   * Get daily activity counts for a user (for charts)
   */
  static async getDailyActivityCounts(
    userId: string,
    days: number = 30
  ) {
    const startDate = new Date();
    startDate.setDate(startDate.getDate() - days);

    const dailyStats = await UserActivity.aggregate([
      {
        $match: {
          user: new Types.ObjectId(userId),
          timestamp: { $gte: startDate }
        }
      },
      {
        $group: {
          _id: {
            $dateToString: { format: '%Y-%m-%d', date: '$timestamp' }
          },
          count: { $sum: 1 },
          categories: { $addToSet: '$category' }
        }
      },
      { $sort: { _id: 1 } }
    ]);

    return dailyStats;
  }

  /**
   * Get most active users (leaderboard)
   */
  static async getActiveUsersLeaderboard(
    criteria: 'eventsCreated' | 'eventsJoined' | 'loginCount' | 'totalOnlineTime' = 'eventsCreated',
    limit: number = 10
  ) {
    const leaderboard = await UserStats.find()
      .sort({ [criteria]: -1 })
      .limit(limit)
      .populate('user', 'username email profilePhoto role organization')
      .lean();

    return leaderboard;
  }

  /**
   * Calculate online time for a user
   */
  static async calculateOnlineTime(userId: string, sessionId: string) {
    const activities = await UserActivity.find({
      user: userId,
      sessionId,
      timestamp: { $exists: true }
    })
      .sort({ timestamp: 1 })
      .select('timestamp')
      .lean();

    if (activities.length < 2) return 0;

    const firstActivity = activities[0].timestamp;
    const lastActivity = activities[activities.length - 1].timestamp;

    const sessionDuration = (lastActivity.getTime() - firstActivity.getTime()) / (1000 * 60); // minutes

    // Update user stats
    await UserStats.findOneAndUpdate(
      { user: userId },
      {
        $inc: { totalOnlineTime: sessionDuration },
        $set: { lastOnlineTime: lastActivity }
      }
    );

    return sessionDuration;
  }

  /**
   * Get event participation history for a user
   */
  static async getEventParticipationHistory(userId: string) {
    const eventActivities = await UserActivity.find({
      user: userId,
      category: ActivityCategory.EVENT,
      action: { $in: [ActivityAction.EVENT_JOIN, ActivityAction.EVENT_CHECKIN] }
    })
      .populate('metadata.eventId', 'title theme startDate endDate organization')
      .sort({ timestamp: -1 })
      .lean();

    return eventActivities;
  }

  /**
   * Get form submission history for a user
   */
  static async getFormSubmissionHistory(userId: string) {
    const formActivities = await UserActivity.find({
      user: userId,
      category: ActivityCategory.FORM,
      action: ActivityAction.FORM_SUBMIT
    })
      .populate('metadata.formId', 'title event')
      .sort({ timestamp: -1 })
      .lean();

    return formActivities;
  }

  /**
   * Get verification activity (for organizations and admins)
   */
  static async getVerificationActivity(userId: string) {
    const verifications = await UserActivity.find({
      user: userId,
      category: ActivityCategory.VERIFICATION
    })
      .sort({ timestamp: -1 })
      .lean();

    const summary = {
      trainersVerified: verifications.filter(v => v.action === ActivityAction.TRAINER_VERIFY).length,
      trainersRejected: verifications.filter(v => v.action === ActivityAction.TRAINER_REJECT).length,
      organizationsVerified: verifications.filter(v => v.action === ActivityAction.ORG_VERIFY).length,
      organizationsRejected: verifications.filter(v => v.action === ActivityAction.ORG_REJECT).length
    };

    return { verifications, summary };
  }

  /**
   * Export user activity to CSV
   */
  static async exportUserActivityToCSV(userId: string, startDate?: Date, endDate?: Date) {
    const query: any = { user: userId };

    if (startDate || endDate) {
      query.timestamp = {};
      if (startDate) query.timestamp.$gte = startDate;
      if (endDate) query.timestamp.$lte = endDate;
    }

    const activities = await UserActivity.find(query)
      .sort({ timestamp: -1 })
      .lean();

    // Convert to CSV format
    const headers = ['Timestamp', 'Action', 'Category', 'Description', 'Success', 'IP Address', 'Device'];
    const rows = activities.map(activity => [
      activity.timestamp.toISOString(),
      activity.action,
      activity.category,
      activity.description,
      activity.success ? 'Yes' : 'No',
      activity.metadata?.ipAddress || 'N/A',
      activity.metadata?.device || 'N/A'
    ]);

    const csvContent = [
      headers.join(','),
      ...rows.map(row => row.map(cell => `"${cell}"`).join(','))
    ].join('\n');

    return csvContent;
  }

  /**
   * Get security alerts (failed logins, unauthorized access)
   */
  static async getSecurityAlerts(userId: string, days: number = 7) {
    const startDate = new Date();
    startDate.setDate(startDate.getDate() - days);

    const alerts = await UserActivity.find({
      user: userId,
      success: false,
      timestamp: { $gte: startDate },
      action: {
        $in: [
          ActivityAction.LOGIN,
          ActivityAction.UNAUTHORIZED_ACCESS,
          ActivityAction.API_ERROR
        ]
      }
    })
      .sort({ timestamp: -1 })
      .lean();

    return alerts;
  }

  /**
   * Generate comprehensive user report
   */
  static async generateUserReport(userId: string) {
    const [stats, breakdown, recentActivities, securityAlerts] = await Promise.all([
      this.getUserStats(userId),
      this.getActivityBreakdown(userId),
      this.getUserActivityTimeline(userId, { limit: 20 }),
      this.getSecurityAlerts(userId)
    ]);

    return {
      stats,
      breakdown,
      recentActivities: recentActivities.activities,
      securityAlerts,
      generatedAt: new Date()
    };
  }

  /**
   * Get system-wide recent activities (admin only)
   * Filters for important activities like form creation, org registration, trainer approval, etc.
   */
  static async getSystemRecentActivities(options: {
    limit?: number;
    skip?: number;
  } = {}) {
    const { limit = 20, skip = 0 } = options;

    // Important actions to track
    const importantActions = [
      ActivityAction.FORM_CREATE,
      ActivityAction.SIGNUP, // New organization/trainer registration
      ActivityAction.TRAINER_VERIFY,
      ActivityAction.ORG_VERIFY,
      ActivityAction.EVENT_CREATE,
      ActivityAction.EVENT_CHECKIN, // Training started
    ];

    const query = {
      action: { $in: importantActions },
      success: true // Only successful activities
    };

    const [activities, total] = await Promise.all([
      UserActivity.find(query)
        .sort({ timestamp: -1 })
        .limit(limit)
        .skip(skip)
        .populate('user', 'username email profilePhoto role organization')
        .populate('metadata.eventId', 'title code')
        .populate('metadata.formId', 'title')
        .lean(),
      UserActivity.countDocuments(query)
    ]);

    return {
      activities,
      pagination: {
        total,
        limit,
        skip,
        pages: Math.ceil(total / limit)
      }
    };
  }
}

export default ActivityService;