'use client';

import React, { useState, useEffect } from 'react';
import { Card, CardContent, CardHeader, CardTitle } from '@/components/ui/card';
import { Button } from '@/components/ui/button';
import { Badge } from '@/components/ui/badge';
import { Tabs, TabsContent, TabsList, TabsTrigger } from '@/components/ui/tabs';
import { ScrollArea } from '@/components/ui/scroll-area';
import { Separator } from '@/components/ui/separator';
import { 
  Brain, 
  Lightbulb, 
  TrendingUp, 
  AlertTriangle, 
  CheckCircle, 
  Info,
  RefreshCw,
  Download,
  Filter,
  Calendar,
  Target,
  Activity
} from 'lucide-react';
import { AnalyticsInsight, LLMAnalysisResponse } from '@/lib/types/analytics';
import { cn } from '@/lib/utils';

interface AnalysisPanelProps {
  insights: AnalyticsInsight[];
  llmAnalysis?: LLMAnalysisResponse;
  loading?: boolean;
  onRefresh?: () => void;
  onExport?: () => void;
  className?: string;
}

export function AnalysisPanel({ 
  insights, 
  llmAnalysis, 
  loading = false,
  onRefresh,
  onExport,
  className 
}: AnalysisPanelProps) {
  const [activeTab, setActiveTab] = useState('insights');
  const [filter, setFilter] = useState<'all' | 'warnings' | 'recommendations' | 'success'>('all');

  // Filter insights based on selected filter
  const filteredInsights = insights.filter(insight => {
    switch (filter) {
      case 'warnings':
        return insight.type === 'warning' || insight.type === 'error';
      case 'recommendations':
        return insight.actionable === true && insight.recommendation;
      case 'success':
        return insight.type === 'success';
      default:
        return true;
    }
  });

  // Group insights by category
  const insightsByCategory = filteredInsights.reduce((groups, insight) => {
    if (!groups[insight.category]) {
      groups[insight.category] = [];
    }
    groups[insight.category].push(insight);
    return groups;
  }, {} as Record<string, AnalyticsInsight[]>);

  const getInsightIcon = (type: string) => {
    switch (type) {
      case 'success':
        return <CheckCircle className="h-4 w-4 text-green-500" />;
      case 'warning':
        return <AlertTriangle className="h-4 w-4 text-yellow-500" />;
      case 'error':
        return <AlertTriangle className="h-4 w-4 text-red-500" />;
      case 'info':
      default:
        return <Info className="h-4 w-4 text-blue-500" />;
    }
  };

  const getInsightColor = (type: string) => {
    switch (type) {
      case 'success':
        return 'border-green-200 bg-green-50';
      case 'warning':
        return 'border-yellow-200 bg-yellow-50';
      case 'error':
        return 'border-red-200 bg-red-50';
      case 'info':
      default:
        return 'border-blue-200 bg-blue-50';
    }
  };

  const getSeverityColor = (severity?: string) => {
    switch (severity) {
      case 'high':
        return 'bg-red-100 text-red-800';
      case 'medium':
        return 'bg-yellow-100 text-yellow-800';
      case 'low':
      default:
        return 'bg-gray-100 text-gray-800';
    }
  };

  const getCategoryIcon = (category: string) => {
    switch (category) {
      case 'activity':
        return <Activity className="h-4 w-4 text-blue-500" />;
      case 'content':
        return <Target className="h-4 w-4 text-green-500" />;
      case 'timeliness':
        return <Calendar className="h-4 w-4 text-orange-500" />;
      case 'patterns':
        return <TrendingUp className="h-4 w-4 text-purple-500" />;
      case 'recommendations':
        return <Lightbulb className="h-4 w-4 text-yellow-500" />;
      default:
        return <Info className="h-4 w-4 text-gray-500" />;
    }
  };

  if (loading) {
    return (
      <Card className={className}>
        <CardHeader>
          <CardTitle className="flex items-center gap-2">
            <Brain className="h-5 w-5" />
            AI Analysis
          </CardTitle>
        </CardHeader>
        <CardContent>
          <div className="flex items-center justify-center h-64">
            <div className="flex flex-col items-center gap-4">
              <RefreshCw className="h-8 w-8 animate-spin text-blue-600" />
              <p className="text-sm text-gray-600">Analyzing time entries...</p>
            </div>
          </div>
        </CardContent>
      </Card>
    );
  }

  return (
    <Card className={className}>
      <CardHeader>
        <div className="flex items-center justify-between">
          <CardTitle className="flex items-center gap-2">
            <Brain className="h-5 w-5" />
            AI Analysis & Insights
          </CardTitle>
          
          <div className="flex items-center gap-2">
            {onRefresh && (
              <Button variant="outline" size="sm" onClick={onRefresh}>
                <RefreshCw className="h-4 w-4 mr-2" />
                Refresh
              </Button>
            )}
            {onExport && (
              <Button variant="outline" size="sm" onClick={onExport}>
                <Download className="h-4 w-4 mr-2" />
                Export
              </Button>
            )}
          </div>
        </div>
        
        {/* Summary Stats */}
        <div className="grid grid-cols-2 md:grid-cols-4 gap-4 mt-4">
          <div className="text-center">
            <div className="text-2xl font-bold text-blue-600">{insights.length}</div>
            <div className="text-sm text-gray-600">Total Insights</div>
          </div>
          <div className="text-center">
            <div className="text-2xl font-bold text-green-600">
              {insights.filter(i => i.type === 'success').length}
            </div>
            <div className="text-sm text-gray-600">Positive</div>
          </div>
          <div className="text-center">
            <div className="text-2xl font-bold text-yellow-600">
              {insights.filter(i => i.type === 'warning').length}
            </div>
            <div className="text-sm text-gray-600">Warnings</div>
          </div>
          <div className="text-center">
            <div className="text-2xl font-bold text-red-600">
              {insights.filter(i => i.type === 'error').length}
            </div>
            <div className="text-sm text-gray-600">Issues</div>
          </div>
        </div>
      </CardHeader>
      
      <CardContent>
        <Tabs value={activeTab} onValueChange={setActiveTab}>
          <div className="flex items-center justify-between mb-4">
            <TabsList>
              <TabsTrigger value="insights">Insights</TabsTrigger>
              <TabsTrigger value="patterns">Patterns</TabsTrigger>
              <TabsTrigger value="recommendations">Recommendations</TabsTrigger>
              {llmAnalysis && <TabsTrigger value="llm">AI Analysis</TabsTrigger>}
            </TabsList>
            
            {/* Filter */}
            <div className="flex items-center gap-2">
              <Filter className="h-4 w-4 text-gray-500" />
              <select
                value={filter}
                onChange={(e) => setFilter(e.target.value as any)}
                className="text-sm border rounded px-2 py-1"
              >
                <option value="all">All</option>
                <option value="warnings">Warnings</option>
                <option value="recommendations">Recommendations</option>
                <option value="success">Success</option>
              </select>
            </div>
          </div>
          
          <TabsContent value="insights" className="space-y-4">
            {filteredInsights.length === 0 ? (
              <div className="text-center py-8 text-gray-500">
                <Info className="h-12 w-12 mx-auto mb-4 opacity-50" />
                <p>No insights found for the selected filter</p>
              </div>
            ) : (
              <ScrollArea className="h-96">
                <div className="space-y-4">
                  {Object.entries(insightsByCategory).map(([category, categoryInsights]) => (
                    <div key={category} className="space-y-3">
                      <div className="flex items-center gap-2">
                        {getCategoryIcon(category)}
                        <h3 className="font-medium capitalize">{category}</h3>
                        <Badge variant="secondary">{categoryInsights.length}</Badge>
                      </div>
                      
                      <div className="space-y-2 pl-6">
                        {categoryInsights.map((insight, index) => (
                          <div
                            key={index}
                            className={cn(
                              "p-4 rounded-lg border",
                              getInsightColor(insight.type)
                            )}
                          >
                            <div className="flex items-start gap-3">
                              <div className="mt-0.5">
                                {getInsightIcon(insight.type)}
                              </div>
                              
                              <div className="flex-1">
                                <div className="flex items-center gap-2 mb-2">
                                  <h4 className="font-medium">{insight.title}</h4>
                                  {insight.severity && (
                                    <Badge variant="outline" className={getSeverityColor(insight.severity)}>
                                      {insight.severity}
                                    </Badge>
                                  )}
                                  {insight.actionable && (
                                    <Badge variant="outline" className="bg-blue-100 text-blue-800">
                                      Actionable
                                    </Badge>
                                  )}
                                </div>
                                
                                <p className="text-sm text-gray-700 mb-2">
                                  {insight.description}
                                </p>
                                
                                {insight.recommendation && (
                                  <div className="bg-white bg-opacity-50 p-3 rounded border border-gray-200">
                                    <p className="text-sm font-medium text-gray-800 mb-1">
                                      Recommendation:
                                    </p>
                                    <p className="text-sm text-gray-700">
                                      {insight.recommendation}
                                    </p>
                                  </div>
                                )}
                              </div>
                            </div>
                          </div>
                        ))}
                      </div>
                    </div>
                  ))}
                </div>
              </ScrollArea>
            )}
          </TabsContent>
          
          <TabsContent value="patterns" className="space-y-4">
            {llmAnalysis?.patterns && llmAnalysis.patterns.length > 0 ? (
              <ScrollArea className="h-96">
                <div className="space-y-3">
                  {llmAnalysis.patterns.map((pattern, index) => (
                    <div key={index} className="p-4 border rounded-lg">
                      <div className="flex items-center justify-between mb-2">
                        <h4 className="font-medium">{pattern.type}</h4>
                        <div className="flex items-center gap-2">
                          <Badge variant="outline">
                            {pattern.frequency} occurrences
                          </Badge>
                          <Badge 
                            variant="outline" 
                            className={getSeverityColor(pattern.impact)}
                          >
                            {pattern.impact} impact
                          </Badge>
                        </div>
                      </div>
                      <p className="text-sm text-gray-700">{pattern.description}</p>
                    </div>
                  ))}
                </div>
              </ScrollArea>
            ) : (
              <div className="text-center py-8 text-gray-500">
                <TrendingUp className="h-12 w-12 mx-auto mb-4 opacity-50" />
                <p>No patterns detected yet</p>
                <p className="text-sm">AI analysis will identify recurring work patterns</p>
              </div>
            )}
          </TabsContent>
          
          <TabsContent value="recommendations" className="space-y-4">
            {llmAnalysis?.recommendations && llmAnalysis.recommendations.length > 0 ? (
              <ScrollArea className="h-96">
                <div className="space-y-3">
                  {llmAnalysis.recommendations.map((rec, index) => (
                    <div key={index} className="p-4 border rounded-lg">
                      <div className="flex items-center justify-between mb-2">
                        <h4 className="font-medium">{rec.category}</h4>
                        <div className="flex items-center gap-2">
                          <Badge 
                            variant="outline" 
                            className={getSeverityColor(rec.priority)}
                          >
                            {rec.priority} priority
                          </Badge>
                        </div>
                      </div>
                      <p className="text-sm text-gray-700 mb-2">{rec.action}</p>
                      <div className="text-xs text-gray-600 bg-gray-50 p-2 rounded">
                        <strong>Expected Impact:</strong> {rec.expectedImpact}
                      </div>
                    </div>
                  ))}
                </div>
              </ScrollArea>
            ) : (
              <div className="text-center py-8 text-gray-500">
                <Lightbulb className="h-12 w-12 mx-auto mb-4 opacity-50" />
                <p>No recommendations available yet</p>
                <p className="text-sm">AI will provide actionable recommendations based on analysis</p>
              </div>
            )}
          </TabsContent>
          
          {llmAnalysis && (
            <TabsContent value="llm" className="space-y-4">
              <div className="space-y-6">
                {/* Summary */}
                <div className="p-4 bg-gray-50 rounded-lg">
                  <h4 className="font-medium mb-3">AI Summary</h4>
                  <div className="grid grid-cols-1 md:grid-cols-2 gap-4">
                    <div>
                      <div className="text-sm text-gray-600">Overall Quality</div>
                      <div className="text-2xl font-bold text-blue-600">
                        {Math.round(llmAnalysis.summary.overallQuality * 100)}%
                      </div>
                    </div>
                    <div>
                      <div className="text-sm text-gray-600">Productivity Level</div>
                      <div className="text-2xl font-bold text-green-600">
                        {Math.round(llmAnalysis.summary.productivityLevel * 100)}%
                      </div>
                    </div>
                  </div>
                  
                  {llmAnalysis.summary.keyFindings.length > 0 && (
                    <div className="mt-4">
                      <h5 className="font-medium text-sm mb-2">Key Findings</h5>
                      <ul className="text-sm text-gray-700 space-y-1">
                        {llmAnalysis.summary.keyFindings.map((finding, index) => (
                          <li key={index} className="flex items-start gap-2">
                            <span className="text-blue-500 mt-1">•</span>
                            {finding}
                          </li>
                        ))}
                      </ul>
                    </div>
                  )}
                </div>
                
                {/* Processing Info */}
                <div className="text-xs text-gray-500 border-t pt-4">
                  <div className="flex justify-between">
                    <span>Processing time: {llmAnalysis.processingTime}ms</span>
                    <span>Tokens used: {llmAnalysis.tokensUsed}</span>
                  </div>
                </div>
              </div>
            </TabsContent>
          )}
        </Tabs>
      </CardContent>
    </Card>
  );
}