import React, { useState, useMemo, useCallback } from "react";
import { useAgentGraph } from "@/context/AgentGraphContext";
import { useNavigation } from "@/context/NavigationContext";
import {
  Search,
  Bell,
  Settings,
  HelpCircle,
  User,
  ChevronDown,
  FileText,
  GitBranch,
} from "lucide-react";
import { Button } from "@/components/ui/button";
import { Badge } from "@/components/ui/badge";
import { Input } from "@/components/ui/input";
import {
  DropdownMenu,
  DropdownMenuContent,
  DropdownMenuItem,
  DropdownMenuSeparator,
  DropdownMenuTrigger,
} from "@/components/ui/dropdown-menu";
import { WelcomeGuideModal } from "@/components/shared/WelcomeGuideModal";
import { SettingsModal } from "@/components/shared/SettingsModal";

export function TopNavBar() {
  const { state, actions } = useAgentGraph();
  const navigation = useNavigation();
  const [searchQuery, setSearchQuery] = useState("");
  const [isSearchOpen, setIsSearchOpen] = useState(false);
  const [isHelpModalOpen, setIsHelpModalOpen] = useState(false);
  const [isNotificationsOpen, setIsNotificationsOpen] = useState(false);
  const [isSettingsModalOpen, setIsSettingsModalOpen] = useState(false);

  const handleDashboardClick = useCallback(() => {
    actions.setActiveView("welcome");
  }, [actions]);

  const searchResults = useMemo(() => {
    if (!searchQuery.trim()) return { traces: [], graphs: [] };

    const query = searchQuery.toLowerCase();

    const traces = state.traces.filter(
      (trace) =>
        trace.filename.toLowerCase().includes(query) ||
        trace.title?.toLowerCase().includes(query) ||
        trace.description?.toLowerCase().includes(query)
    );

    const graphs = state.knowledgeGraphs.filter(
      (kg) =>
        kg.filename.toLowerCase().includes(query) ||
        kg.kg_id.toLowerCase().includes(query)
    );

    return { traces: traces.slice(0, 5), graphs: graphs.slice(0, 5) };
  }, [searchQuery, state.traces, state.knowledgeGraphs]);

  const handleSearchSelect = useCallback(
    (type: "trace" | "graph", id: string) => {
      if (type === "trace") {
        const trace = state.traces.find((t) => t.id.toString() === id);
        if (trace) {
          actions.setSelectedTrace(trace);
          actions.setActiveView("trace-kg");
        }
      } else {
        const graph = state.knowledgeGraphs.find((kg) => kg.kg_id === id);
        if (graph) {
          actions.setSelectedKnowledgeGraph(graph);
          actions.setActiveView("kg-visualizer");
        }
      }
      setIsSearchOpen(false);
      setSearchQuery("");
    },
    [state.traces, state.knowledgeGraphs, actions]
  );

  // Close search when clicking outside
  React.useEffect(() => {
    const handleClickOutside = (event: MouseEvent) => {
      const target = event.target as Element;
      if (!target.closest(".search-container")) {
        setIsSearchOpen(false);
      }
    };

    if (isSearchOpen) {
      document.addEventListener("mousedown", handleClickOutside);
      return () =>
        document.removeEventListener("mousedown", handleClickOutside);
    }

    return undefined;
  }, [isSearchOpen]);

  const results = searchResults;
  const hasResults = results.traces.length > 0 || results.graphs.length > 0;

  // Memoize notification calculations to prevent infinite loops
  const unreadNotificationsCount = useMemo(() => {
    return navigation.state.notifications.filter((n) => !n.read).length;
  }, [navigation.state.notifications]);

  const hasUnreadNotifications = unreadNotificationsCount > 0;

  return (
    <header className="h-16 border-b border-slate-700 bg-gradient-to-r from-slate-800 via-slate-850 to-slate-800 backdrop-blur supports-[backdrop-filter]:bg-slate-800/60 sticky top-0 z-50 shadow-lg">
      <div className="flex items-center justify-between h-full px-6">
        {/* Left Section - Logo and Brand */}
        <div className="flex items-center gap-6">
          {/* Logo */}
          <div
            className="flex items-center gap-3 cursor-pointer hover:opacity-80 transition-opacity"
            onClick={handleDashboardClick}
          >
            <div className="relative">
              <div className="h-8 w-8 rounded-lg bg-gradient-to-br from-violet-500 to-purple-600 flex items-center justify-center shadow-md">
                {/* Simple, Modern AgentGraph Icon */}
                <svg
                  width="18"
                  height="18"
                  viewBox="0 0 20 20"
                  fill="none"
                  className="text-white"
                >
                  {/* Main diamond shape representing AI core */}
                  <path
                    d="M10 2L16 8L10 14L4 8L10 2Z"
                    fill="currentColor"
                    opacity="0.9"
                  />

                  {/* Connection nodes */}
                  <circle cx="10" cy="6" r="1.5" fill="white" opacity="0.8" />
                  <circle cx="6" cy="10" r="1.5" fill="white" opacity="0.8" />
                  <circle cx="14" cy="10" r="1.5" fill="white" opacity="0.8" />

                  {/* Graph connections */}
                  <path
                    d="M10 16L18 8M10 16L2 8"
                    stroke="currentColor"
                    strokeWidth="1.5"
                    opacity="0.6"
                    strokeLinecap="round"
                  />
                </svg>
              </div>
              <div className="absolute -top-1 -right-1 h-3 w-3 rounded-full bg-green-400 border-2 border-slate-800"></div>
            </div>
            <div className="flex flex-col">
              <span className="text-lg font-bold bg-gradient-to-r from-white to-slate-200 bg-clip-text text-transparent">
                AgentGraph
              </span>
            </div>
          </div>

          {/* Navigation Divider */}
          <div className="h-8 w-px bg-gradient-to-b from-transparent via-slate-600 to-transparent" />

          {/* Enhanced Search Bar */}
          <div className="flex-1 max-w-2xl mx-8">
            <div className="relative search-container">
              <Search className="absolute left-3 top-1/2 transform -translate-y-1/2 h-4 w-4 text-slate-400" />
              <Input
                placeholder="Search traces, graphs, and more..."
                value={searchQuery}
                onChange={(e) => setSearchQuery(e.target.value)}
                onFocus={() => setIsSearchOpen(true)}
                className="w-full pl-10 h-9 bg-slate-700/50 border-slate-600 text-white placeholder-slate-400 hover:bg-slate-700/70 focus:bg-slate-700 transition-colors"
              />

              {/* Search Results Dropdown */}
              {isSearchOpen && (
                <div className="absolute top-full left-0 right-0 mt-1 bg-popover border rounded-md shadow-lg z-50 max-h-80 overflow-y-auto">
                  {searchQuery.trim() && hasResults ? (
                    <div className="p-2">
                      {results.traces.length > 0 && (
                        <div className="mb-4">
                          <div className="px-2 py-1 text-xs font-medium text-muted-foreground uppercase tracking-wide">
                            Traces
                          </div>
                          {results.traces.map((trace) => (
                            <Button
                              key={trace.id}
                              variant="ghost"
                              className="w-full justify-start h-auto p-2 mb-1"
                              onClick={() =>
                                handleSearchSelect("trace", trace.id.toString())
                              }
                            >
                              <FileText className="h-4 w-4 mr-2 flex-shrink-0" />
                              <div className="text-left">
                                <div className="font-medium truncate">
                                  {trace.filename}
                                </div>
                                {trace.description && (
                                  <div className="text-xs text-muted-foreground truncate">
                                    {trace.description}
                                  </div>
                                )}
                              </div>
                            </Button>
                          ))}
                        </div>
                      )}
                      {results.graphs.length > 0 && (
                        <div>
                          <div className="px-2 py-1 text-xs font-medium text-muted-foreground uppercase tracking-wide">
                            Agent Graphs
                          </div>
                          {results.graphs.map((graph) => (
                            <Button
                              key={graph.kg_id}
                              variant="ghost"
                              className="w-full justify-start h-auto p-2 mb-1"
                              onClick={() =>
                                handleSearchSelect("graph", graph.kg_id)
                              }
                            >
                              <GitBranch className="h-4 w-4 mr-2 flex-shrink-0" />
                              <div className="text-left">
                                <div className="font-medium truncate">
                                  {graph.filename}
                                </div>
                                <div className="text-xs text-muted-foreground">
                                  {graph.entity_count} entities,{" "}
                                  {graph.relation_count} relations
                                </div>
                              </div>
                            </Button>
                          ))}
                        </div>
                      )}
                    </div>
                  ) : searchQuery.trim() && !hasResults ? (
                    <div className="p-8 text-center text-muted-foreground">
                      <Search className="h-8 w-8 mx-auto mb-2" />
                      <p className="text-sm">No results found</p>
                    </div>
                  ) : (
                    <div className="p-8 text-center text-muted-foreground">
                      <Search className="h-8 w-8 mx-auto mb-2" />
                      <p className="text-sm">Start typing to search...</p>
                    </div>
                  )}
                </div>
              )}
            </div>
          </div>
        </div>

        {/* Right Section - User Actions with enhanced styling */}
        <div className="flex items-center gap-1">
          {/* Notifications */}
          <DropdownMenu
            open={isNotificationsOpen}
            onOpenChange={setIsNotificationsOpen}
          >
            <DropdownMenuTrigger asChild>
              <Button
                variant="ghost"
                size="sm"
                className="relative text-slate-300 hover:bg-slate-700/50 hover:text-yellow-400 transition-colors"
              >
                <Bell className="h-4 w-4" />
                {hasUnreadNotifications && (
                  <Badge
                    variant="destructive"
                    className="absolute -top-1 -right-1 h-5 w-5 rounded-full p-0 text-xs animate-pulse flex items-center justify-center"
                  >
                    {unreadNotificationsCount}
                  </Badge>
                )}
              </Button>
            </DropdownMenuTrigger>
            <DropdownMenuContent align="end" className="w-80">
              <div className="px-4 py-3 border-b">
                <h4 className="font-semibold">Notifications</h4>
                <p className="text-sm text-muted-foreground">
                  {unreadNotificationsCount} unread
                </p>
              </div>
              <div className="max-h-80 overflow-y-auto">
                {navigation.state.notifications.length > 0 ? (
                  navigation.state.notifications
                    .slice(0, 10)
                    .map((notification) => {
                      // Get notification type colors
                      const getNotificationColor = (type: string) => {
                        switch (type) {
                          case "success":
                            return "border-l-green-500 bg-green-50 dark:bg-green-950/20";
                          case "error":
                            return "border-l-red-500 bg-red-50 dark:bg-red-950/20";
                          case "warning":
                            return "border-l-yellow-500 bg-yellow-50 dark:bg-yellow-950/20";
                          case "info":
                            return "border-l-blue-500 bg-blue-50 dark:bg-blue-950/20";
                          default:
                            return "border-l-gray-500 bg-gray-50 dark:bg-gray-950/20";
                        }
                      };

                      return (
                        <DropdownMenuItem
                          key={notification.id}
                          className={`flex flex-col items-start p-4 hover:bg-muted/50 border-l-4 ${getNotificationColor(
                            notification.type
                          )}`}
                          onClick={() =>
                            navigation.actions.markNotificationRead(
                              notification.id
                            )
                          }
                        >
                          <div className="flex justify-between w-full">
                            <span className="font-medium">
                              {notification.title}
                            </span>
                            <span className="text-xs text-muted-foreground">
                              {notification.timestamp.toLocaleDateString()}
                            </span>
                          </div>
                          <p className="text-sm text-muted-foreground mt-1">
                            {notification.message}
                          </p>
                        </DropdownMenuItem>
                      );
                    })
                ) : (
                  <div className="p-8 text-center text-muted-foreground">
                    <Bell className="h-8 w-8 mx-auto mb-2" />
                    <p className="text-sm">No notifications</p>
                  </div>
                )}
              </div>
              {navigation.state.notifications.length > 0 && (
                <div className="border-t p-2">
                  <Button
                    variant="ghost"
                    size="sm"
                    className="w-full"
                    onClick={() => navigation.actions.clearAllNotifications()}
                  >
                    Clear all
                  </Button>
                </div>
              )}
            </DropdownMenuContent>
          </DropdownMenu>

          {/* Help */}
          <Button
            variant="ghost"
            size="sm"
            className="text-slate-300 hover:bg-slate-700/50 hover:text-green-400 transition-colors"
            onClick={() => setIsHelpModalOpen(true)}
          >
            <HelpCircle className="h-4 w-4" />
          </Button>

          {/* Settings */}
          <Button
            variant="ghost"
            size="sm"
            className="text-slate-300 hover:bg-slate-700/50 hover:text-slate-100 transition-colors"
            onClick={() => setIsSettingsModalOpen(true)}
          >
            <Settings className="h-4 w-4" />
          </Button>

          {/* Divider */}
          <div className="h-6 w-px bg-slate-600 mx-1" />

          {/* User Menu with enhanced styling */}
          <DropdownMenu>
            <DropdownMenuTrigger asChild>
              <Button
                variant="ghost"
                size="sm"
                className="flex items-center gap-2 text-slate-300 hover:bg-slate-700/50 hover:text-white transition-colors px-3"
              >
                <div className="h-7 w-7 rounded-full bg-gradient-to-br from-indigo-500 to-purple-600 flex items-center justify-center">
                  <User className="h-4 w-4 text-white" />
                </div>
                <span className="hidden sm:block">User</span>
                <ChevronDown className="h-3 w-3" />
              </Button>
            </DropdownMenuTrigger>
            <DropdownMenuContent align="end" className="w-56">
              <DropdownMenuItem>
                <User className="mr-2 h-4 w-4" />
                Profile
              </DropdownMenuItem>
              <DropdownMenuItem>
                <Settings className="mr-2 h-4 w-4" />
                Settings
              </DropdownMenuItem>
              <DropdownMenuItem>
                <HelpCircle className="mr-2 h-4 w-4" />
                Help & Support
              </DropdownMenuItem>
              <DropdownMenuSeparator />
              <DropdownMenuItem>Log out</DropdownMenuItem>
            </DropdownMenuContent>
          </DropdownMenu>
        </div>
      </div>

      {/* Help Modal */}
      <WelcomeGuideModal
        open={isHelpModalOpen}
        onOpenChange={setIsHelpModalOpen}
      />

      {/* Settings Modal */}
      <SettingsModal
        open={isSettingsModalOpen}
        onOpenChange={setIsSettingsModalOpen}
      />
    </header>
  );
}