"use client";

import {
  CheckCircle,
  Clock,
  Euro,
  Globe,
  LogOut,
  MessageCircle,
  MessageSquare,
  MoreVertical,
  RefreshCw,
  TrendingUp,
  Users,
  Zap,
} from "lucide-react";
import { useRouter } from "next/navigation";
import { signOut, useSession } from "next-auth/react";
import { useCallback, useEffect, useId, useState } from "react";
import { Badge } from "@/components/ui/badge";
import { Button } from "@/components/ui/button";
import { Card, CardContent, CardHeader, CardTitle } from "@/components/ui/card";
import {
  DropdownMenu,
  DropdownMenuContent,
  DropdownMenuItem,
  DropdownMenuTrigger,
} from "@/components/ui/dropdown-menu";
import { Skeleton } from "@/components/ui/skeleton";
import { formatEnumValue } from "@/lib/format-enums";
import { trpc } from "@/lib/trpc-client";
import ModernBarChart from "../../../components/charts/bar-chart";
import ModernDonutChart from "../../../components/charts/donut-chart";
import ModernLineChart from "../../../components/charts/line-chart";
import GeographicMap from "../../../components/GeographicMap";
import ResponseTimeDistribution from "../../../components/ResponseTimeDistribution";
import TopQuestionsChart from "../../../components/TopQuestionsChart";
import MetricCard from "../../../components/ui/metric-card";
import WordCloud from "../../../components/WordCloud";
import type { Company, MetricsResult, WordCloudWord } from "../../../lib/types";

/**
 * Loading states component for better organization
 */
function DashboardLoadingStates({ status }: { status: string }) {
  if (status === "loading") {
    return (
      <div className="flex items-center justify-center min-h-[60vh]">
        <div className="text-center space-y-4">
          <div className="animate-spin rounded-full h-12 w-12 border-b-2 border-primary mx-auto" />
          <p className="text-muted-foreground">Loading session...</p>
        </div>
      </div>
    );
  }

  if (status === "unauthenticated") {
    return (
      <div className="flex items-center justify-center min-h-[60vh]">
        <div className="text-center">
          <p className="text-muted-foreground">Redirecting to login...</p>
        </div>
      </div>
    );
  }

  return null;
}

/**
 * Loading skeleton component
 */
function DashboardSkeleton() {
  return (
    <div className="space-y-8">
      {/* Header Skeleton */}
      <Card>
        <CardHeader>
          <div className="flex justify-between items-start">
            <div className="space-y-2">
              <Skeleton className="h-8 w-48" />
              <Skeleton className="h-4 w-64" />
            </div>
            <div className="flex gap-2">
              <Skeleton className="h-10 w-24" />
              <Skeleton className="h-10 w-20" />
            </div>
          </div>
        </CardHeader>
      </Card>

      {/* Metrics Grid Skeleton */}
      <div className="grid grid-cols-1 sm:grid-cols-2 lg:grid-cols-4 gap-6">
        {Array.from({ length: 8 }, (_, i) => {
          const metricTypes = [
            "sessions",
            "users",
            "time",
            "response",
            "costs",
            "peak",
            "resolution",
            "languages",
          ];
          return (
            <MetricCard
              key={`skeleton-${metricTypes[i] || "metric"}-card-loading`}
              title=""
              value=""
              isLoading
            />
          );
        })}
      </div>

      {/* Charts Skeleton */}
      <div className="grid grid-cols-1 lg:grid-cols-3 gap-6">
        <Card className="lg:col-span-2">
          <CardHeader>
            <Skeleton className="h-6 w-32" />
          </CardHeader>
          <CardContent>
            <Skeleton className="h-64 w-full" />
          </CardContent>
        </Card>
        <Card>
          <CardHeader>
            <Skeleton className="h-6 w-32" />
          </CardHeader>
          <CardContent>
            <Skeleton className="h-64 w-full" />
          </CardContent>
        </Card>
      </div>
    </div>
  );
}

/**
 * Data processing utilities
 */
function useDashboardData(metrics: MetricsResult | null) {
  const getSentimentData = useCallback(() => {
    if (!metrics) return [];

    const sentimentData = {
      positive: metrics.sentimentPositiveCount ?? 0,
      neutral: metrics.sentimentNeutralCount ?? 0,
      negative: metrics.sentimentNegativeCount ?? 0,
    };

    return [
      {
        name: "Positive",
        value: sentimentData.positive,
        color: "hsl(var(--chart-1))",
      },
      {
        name: "Neutral",
        value: sentimentData.neutral,
        color: "hsl(var(--chart-2))",
      },
      {
        name: "Negative",
        value: sentimentData.negative,
        color: "hsl(var(--chart-3))",
      },
    ];
  }, [metrics]);

  const getSessionsOverTimeData = useCallback(() => {
    if (!metrics?.days) return [];

    return Object.entries(metrics.days).map(([date, value]) => ({
      date: new Date(date).toLocaleDateString("en-US", {
        month: "short",
        day: "numeric",
      }),
      value: value as number,
    }));
  }, [metrics?.days]);

  const getCategoriesData = useCallback(() => {
    if (!metrics?.categories) return [];

    return Object.entries(metrics.categories).map(([name, value]) => {
      const formattedName = formatEnumValue(name) || name;
      return {
        name:
          formattedName.length > 15
            ? `${formattedName.substring(0, 15)}...`
            : formattedName,
        value: value as number,
      };
    });
  }, [metrics?.categories]);

  const getLanguagesData = useCallback(() => {
    if (!metrics?.languages) return [];

    return Object.entries(metrics.languages).map(([name, value]) => ({
      name,
      value: value as number,
    }));
  }, [metrics?.languages]);

  const getWordCloudData = useCallback((): WordCloudWord[] => {
    if (!metrics?.wordCloudData) return [];
    return metrics.wordCloudData;
  }, [metrics?.wordCloudData]);

  const getCountryData = useCallback(() => {
    if (!metrics?.countries) return {};
    return Object.entries(metrics.countries).reduce(
      (acc, [code, count]) => {
        if (code && count) {
          acc[code] = count;
        }
        return acc;
      },
      {} as Record<string, number>
    );
  }, [metrics?.countries]);

  const getResponseTimeData = useCallback(() => {
    const avgTime = metrics?.avgResponseTime || 1.5;
    const simulatedData: number[] = [];

    for (let i = 0; i < 50; i++) {
      const randomFactor = 0.5 + Math.random();
      simulatedData.push(avgTime * randomFactor);
    }

    return simulatedData;
  }, [metrics?.avgResponseTime]);

  return {
    getSentimentData,
    getSessionsOverTimeData,
    getCategoriesData,
    getLanguagesData,
    getWordCloudData,
    getCountryData,
    getResponseTimeData,
  };
}

/**
 * Dashboard header component
 */
function DashboardHeader({
  company,
  metrics,
  isAuditor,
  refreshing,
  onRefresh,
}: {
  company: Company;
  metrics: MetricsResult;
  isAuditor: boolean;
  refreshing: boolean;
  onRefresh: () => void;
}) {
  const refreshStatusId = useId();

  return (
    <Card className="border-0 bg-linear-to-r from-primary/5 via-primary/10 to-primary/5">
      <CardHeader>
        <div className="flex flex-col sm:flex-row justify-between items-start sm:items-center gap-4">
          <div className="space-y-2">
            <div className="flex items-center gap-3">
              <h1 className="text-3xl font-bold tracking-tight">
                {company.name}
              </h1>
              <Badge variant="secondary" className="text-xs">
                Analytics Dashboard
              </Badge>
            </div>
            <p className="text-muted-foreground">
              Last updated{" "}
              <span className="font-medium">
                {new Date(metrics.lastUpdated || Date.now()).toLocaleString()}
              </span>
            </p>
          </div>

          <div className="flex items-center gap-2">
            <Button
              onClick={onRefresh}
              disabled={refreshing || isAuditor}
              size="sm"
              className="gap-2"
              aria-label={
                refreshing
                  ? "Refreshing dashboard data"
                  : "Refresh dashboard data"
              }
              aria-describedby={refreshing ? refreshStatusId : undefined}
            >
              <RefreshCw
                className={`h-4 w-4 ${refreshing ? "animate-spin" : ""}`}
                aria-hidden="true"
              />
              {refreshing ? "Refreshing..." : "Refresh"}
            </Button>
            {refreshing && (
              <div id={refreshStatusId} className="sr-only" aria-live="polite">
                Dashboard data is being refreshed
              </div>
            )}

            <DropdownMenu>
              <DropdownMenuTrigger asChild>
                <Button variant="outline" size="sm" aria-label="Account menu">
                  <MoreVertical className="h-4 w-4" aria-hidden="true" />
                </Button>
              </DropdownMenuTrigger>
              <DropdownMenuContent align="end">
                <DropdownMenuItem
                  onClick={() => signOut({ callbackUrl: "/login" })}
                >
                  <LogOut className="h-4 w-4 mr-2" aria-hidden="true" />
                  Sign out
                </DropdownMenuItem>
              </DropdownMenuContent>
            </DropdownMenu>
          </div>
        </div>
      </CardHeader>
    </Card>
  );
}

/**
 * Individual metric card components for better organization
 */
function SessionMetricCard({ metrics }: { metrics: MetricsResult }) {
  return (
    <MetricCard
      title="Total Sessions"
      value={metrics.totalSessions?.toLocaleString()}
      icon={<MessageSquare className="h-5 w-5" />}
      trend={{
        value: metrics.sessionTrend ?? 0,
        isPositive: (metrics.sessionTrend ?? 0) >= 0,
      }}
      variant="primary"
    />
  );
}

function UsersMetricCard({ metrics }: { metrics: MetricsResult }) {
  return (
    <MetricCard
      title="Unique Users"
      value={metrics.uniqueUsers?.toLocaleString()}
      icon={<Users className="h-5 w-5" />}
      trend={{
        value: metrics.usersTrend ?? 0,
        isPositive: (metrics.usersTrend ?? 0) >= 0,
      }}
      variant="success"
    />
  );
}

function SessionTimeMetricCard({ metrics }: { metrics: MetricsResult }) {
  return (
    <MetricCard
      title="Avg. Session Time"
      value={`${Math.round(metrics.avgSessionLength || 0)}s`}
      icon={<Clock className="h-5 w-5" />}
      trend={{
        value: metrics.avgSessionTimeTrend ?? 0,
        isPositive: (metrics.avgSessionTimeTrend ?? 0) >= 0,
      }}
    />
  );
}

function ResponseTimeMetricCard({ metrics }: { metrics: MetricsResult }) {
  return (
    <MetricCard
      title="Avg. Response Time"
      value={`${metrics.avgResponseTime?.toFixed(1) || 0}s`}
      icon={<Zap className="h-5 w-5" />}
      trend={{
        value: metrics.avgResponseTimeTrend ?? 0,
        isPositive: (metrics.avgResponseTimeTrend ?? 0) <= 0,
      }}
      variant="warning"
    />
  );
}

function CostsMetricCard({ metrics }: { metrics: MetricsResult }) {
  return (
    <MetricCard
      title="Daily Costs"
      value={`€${metrics.avgDailyCosts?.toFixed(4) || "0.0000"}`}
      icon={<Euro className="h-5 w-5" />}
      description="Average per day"
    />
  );
}

function PeakUsageMetricCard({ metrics }: { metrics: MetricsResult }) {
  return (
    <MetricCard
      title="Peak Usage"
      value={metrics.peakUsageTime || "N/A"}
      icon={<TrendingUp className="h-5 w-5" />}
      description="Busiest hour"
    />
  );
}

function ResolutionRateMetricCard({ metrics }: { metrics: MetricsResult }) {
  return (
    <MetricCard
      title="Resolution Rate"
      value={`${metrics.resolvedChatsPercentage?.toFixed(1) || "0.0"}%`}
      icon={<CheckCircle className="h-5 w-5" />}
      trend={{
        value: metrics.resolvedChatsPercentage ?? 0,
        isPositive: (metrics.resolvedChatsPercentage ?? 0) >= 80,
      }}
      variant={
        metrics.resolvedChatsPercentage && metrics.resolvedChatsPercentage >= 80
          ? "success"
          : "warning"
      }
    />
  );
}

function LanguagesMetricCard({ metrics }: { metrics: MetricsResult }) {
  return (
    <MetricCard
      title="Active Languages"
      value={Object.keys(metrics.languages || {}).length}
      icon={<Globe className="h-5 w-5" />}
      description="Languages detected"
    />
  );
}

/**
 * Simplified metrics grid component
 */
function MetricsGrid({ metrics }: { metrics: MetricsResult }) {
  return (
    <div className="grid grid-cols-1 sm:grid-cols-2 lg:grid-cols-4 gap-6">
      <SessionMetricCard metrics={metrics} />
      <UsersMetricCard metrics={metrics} />
      <SessionTimeMetricCard metrics={metrics} />
      <ResponseTimeMetricCard metrics={metrics} />
      <CostsMetricCard metrics={metrics} />
      <PeakUsageMetricCard metrics={metrics} />
      <ResolutionRateMetricCard metrics={metrics} />
      <LanguagesMetricCard metrics={metrics} />
    </div>
  );
}

/**
 * Main dashboard content with reduced complexity
 */
function DashboardContent() {
  const { data: session, status } = useSession();
  const router = useRouter();
  const [metrics, setMetrics] = useState<MetricsResult | null>(null);
  // Remove unused company state that was causing skeleton view to always show
  const [refreshing, setRefreshing] = useState<boolean>(false);
  const [isInitialLoad, setIsInitialLoad] = useState<boolean>(true);

  const isAuditor = session?.user?.role === "AUDITOR";
  const dataHelpers = useDashboardData(metrics);

  // Function to fetch metrics with optional date range
  // tRPC query for dashboard metrics
  const {
    data: overviewData,
    isLoading: isLoadingMetrics,
    refetch: refetchMetrics,
    error: metricsError,
  } = trpc.dashboard.getOverview.useQuery(
    {
      // Add date range parameters when implemented
      // startDate: dateRange?.startDate,
      // endDate: dateRange?.endDate,
    },
    {
      enabled: status === "authenticated",
    }
  );

  // Update state when data changes
  useEffect(() => {
    if (overviewData) {
      // Map overview data to metrics format expected by the component
      const mappedMetrics: Partial<MetricsResult> = {
        totalSessions: overviewData.totalSessions,
        avgSessionsPerDay: overviewData.avgSessionsPerDay || 0,
        avgSessionLength: overviewData.avgSessionLength || 0,
        days:
          overviewData.timeSeriesData?.reduce(
            (acc, item) => {
              if (item.date) {
                acc[item.date] = item.sessionCount || 0;
              }
              return acc;
            },
            {} as Record<string, number>
          ) || {},
        languages:
          overviewData.languageDistribution?.reduce(
            (acc, item) => {
              if (item.language) {
                acc[item.language] = item.count;
              }
              return acc;
            },
            {} as Record<string, number>
          ) || {},
        countries:
          overviewData.geographicDistribution?.reduce(
            (acc, item) => {
              if (item.country) {
                acc[item.country] = item.count;
              }
              return acc;
            },
            {} as Record<string, number>
          ) || {},
        belowThresholdCount: overviewData.belowThresholdCount || 0,
        // Map sentiment data to individual counts
        sentimentPositiveCount:
          overviewData.sentimentDistribution?.find(
            (s) => s.sentiment === "POSITIVE"
          )?.count || 0,
        sentimentNeutralCount:
          overviewData.sentimentDistribution?.find(
            (s) => s.sentiment === "NEUTRAL"
          )?.count || 0,
        sentimentNegativeCount:
          overviewData.sentimentDistribution?.find(
            (s) => s.sentiment === "NEGATIVE"
          )?.count || 0,
        // Map category data to CategoryMetrics format
        ...(overviewData.categoryDistribution && {
          categories: overviewData.categoryDistribution.reduce(
            (acc, item) => {
              if (item.category) {
                acc[item.category] = item.count;
              }
              return acc;
            },
            {} as Record<string, number>
          ),
        }),
      };
      setMetrics(mappedMetrics as MetricsResult);

      if (isInitialLoad) {
        setIsInitialLoad(false);
      }
    }
  }, [overviewData, isInitialLoad]);

  // Admin refresh sessions mutation
  const refreshSessionsMutation = trpc.admin.refreshSessions.useMutation({
    onSuccess: () => {
      // Refetch metrics after successful refresh
      refetchMetrics();
    },
    onError: (error) => {
      alert(`Failed to refresh sessions: ${error.message}`);
    },
  });

  useEffect(() => {
    // Redirect if not authenticated
    if (status === "unauthenticated") {
      router.push("/login");
      return;
    }
    // tRPC queries handle data fetching automatically
  }, [status, router]);

  // Enhanced error handling with user feedback
  if (metricsError) {
    return (
      <div className="flex items-center justify-center min-h-[400px]">
        <div className="text-center space-y-4">
          <div className="text-red-600 text-lg font-semibold">
            Failed to load dashboard data
          </div>
          <p className="text-gray-600">
            There was an error loading your dashboard metrics. Please try
            refreshing the page.
          </p>
          <button
            type="button"
            onClick={() => window.location.reload()}
            className="px-4 py-2 bg-blue-600 text-white rounded hover:bg-blue-700"
          >
            Refresh Page
          </button>
        </div>
      </div>
    );
  }

  async function handleRefresh() {
    if (isAuditor) return;

    setRefreshing(true);
    try {
      await refreshSessionsMutation.mutateAsync();
    } finally {
      setRefreshing(false);
    }
  }

  // Show loading state while session status is being determined
  const loadingState = DashboardLoadingStates({ status });
  if (loadingState) return loadingState;

  // Show loading state while data is being fetched
  if (isLoadingMetrics && !metrics) {
    return (
      <div className="flex items-center justify-center min-h-[60vh]">
        <div className="text-center space-y-4">
          <div className="animate-spin rounded-full h-12 w-12 border-b-2 border-primary mx-auto" />
          <p className="text-muted-foreground">Loading dashboard data...</p>
        </div>
      </div>
    );
  }

  if (!metrics) {
    return <DashboardSkeleton />;
  }

  return (
    <div className="space-y-8">
      <DashboardHeader
        company={{ name: "Analytics Dashboard" } as Company}
        metrics={metrics}
        isAuditor={isAuditor}
        refreshing={refreshing}
        onRefresh={handleRefresh}
      />

      {/* Date Range Picker */}
      {/* {dateRange && (
        <DateRangePicker
          minDate={dateRange.minDate}
          maxDate={dateRange.maxDate}
          onDateRangeChange={handleDateRangeChange}
          initialStartDate={selectedStartDate}
          initialEndDate={selectedEndDate}
        />
      )} */}

      <MetricsGrid metrics={metrics} />

      {/* Charts Section */}
      <div className="grid grid-cols-1 lg:grid-cols-3 gap-6">
        <ModernLineChart
          data={dataHelpers.getSessionsOverTimeData()}
          title="Sessions Over Time"
          className="lg:col-span-2"
          height={350}
        />

        <ModernDonutChart
          data={dataHelpers.getSentimentData()}
          title="Conversation Sentiment"
          centerText={{
            title: "Total",
            value: metrics.totalSessions || 0,
          }}
          height={350}
        />
      </div>

      <div className="grid grid-cols-1 lg:grid-cols-2 gap-6">
        <ModernBarChart
          data={dataHelpers.getCategoriesData()}
          title="Sessions by Category"
          height={350}
        />

        <ModernDonutChart
          data={dataHelpers.getLanguagesData()}
          title="Languages Used"
          height={350}
        />
      </div>

      {/* Geographic and Topics Section */}
      <div className="grid grid-cols-1 lg:grid-cols-2 gap-6">
        <Card>
          <CardHeader>
            <CardTitle className="flex items-center gap-2">
              <Globe className="h-5 w-5" />
              Geographic Distribution
            </CardTitle>
          </CardHeader>
          <CardContent>
            <GeographicMap countries={dataHelpers.getCountryData()} />
          </CardContent>
        </Card>

        <Card>
          <CardHeader>
            <CardTitle className="flex items-center gap-2">
              <MessageCircle className="h-5 w-5" />
              Common Topics
            </CardTitle>
          </CardHeader>
          <CardContent>
            <div className="h-[300px]">
              <WordCloud
                words={dataHelpers.getWordCloudData()}
                width={500}
                height={300}
              />
            </div>
          </CardContent>
        </Card>
      </div>

      {/* Top Questions Chart */}
      <TopQuestionsChart data={metrics.topQuestions || []} />

      {/* Response Time Distribution */}
      <Card>
        <CardHeader>
          <CardTitle>Response Time Distribution</CardTitle>
        </CardHeader>
        <CardContent>
          <ResponseTimeDistribution
            data={dataHelpers.getResponseTimeData()}
            average={metrics.avgResponseTime || 0}
          />
        </CardContent>
      </Card>

      {/* Token Usage Summary */}
      <Card>
        <CardHeader>
          <div className="flex flex-col sm:flex-row justify-between items-start sm:items-center gap-4">
            <CardTitle>AI Usage & Costs</CardTitle>
            <div className="flex flex-wrap gap-2">
              <Badge variant="outline" className="gap-1">
                <span className="font-semibold">Total Tokens:</span>
                {metrics.totalTokens?.toLocaleString() || 0}
              </Badge>
              <Badge variant="outline" className="gap-1">
                <span className="font-semibold">Total Cost:</span>€
                {metrics.totalTokensEur?.toFixed(4) || 0}
              </Badge>
            </div>
          </div>
        </CardHeader>
        <CardContent>
          <div className="text-center py-8 text-muted-foreground">
            <p>Token usage chart will be implemented with historical data</p>
          </div>
        </CardContent>
      </Card>
    </div>
  );
}

export default function DashboardPage() {
  return <DashboardContent />;
}