import type { ReactNode } from 'react';
import { useState, useRef, useEffect, useCallback } from 'react';
import { useThemeTokens } from '@/providers/theme-token-provider';
import { useChat } from '@ai-sdk/react';
import { FontAwesomeIcon } from '@fortawesome/react-fontawesome';
import { faPaperPlaneTop, faSparkles, faUserHeadset } from '@fortawesome/pro-duotone-svg-icons';
import { AiSummaryCard, type CallerSummary } from './ai-summary-card';
import { AiSuggestions, type Suggestion } from './ai-suggestions';

const API_URL = import.meta.env.VITE_API_URL ?? 'http://localhost:4100';

type CallerContext = {
    type?: string;
    callerPhone?: string;
    leadId?: string;
    leadName?: string;
};

interface AiChatPanelProps {
    callerContext?: CallerContext;
    callerSummary?: CallerSummary | null;
    onChatStart?: () => void;
}

const SUPERVISOR_QUICK_ACTIONS = [
    { label: 'Agent performance', prompt: 'Show me agent performance this week.' },
    { label: 'Call summary', prompt: 'Summarize call activity this week.' },
    { label: 'Campaign stats', prompt: 'How are the campaigns performing?' },
    { label: 'Who needs attention?', prompt: 'Which agents are underperforming or need attention?' },
];

const SUPERVISOR_INTRO = 'Ask me about agent performance, call trends, or campaign stats.';

const parseAiResponse = (content: string): { message: string; suggestions: Suggestion[] } => {
    const trimmed = content.trim();
    try {
        const parsed = JSON.parse(trimmed);
        if (parsed.message) {
            return {
                message: parsed.message,
                suggestions: Array.isArray(parsed.suggestions) ? parsed.suggestions : [],
            };
        }
    } catch {}
    return { message: content, suggestions: [] };
};

export const AiChatPanel = ({ callerContext, callerSummary, onChatStart }: AiChatPanelProps) => {
    const { tokens } = useThemeTokens();
    const isSupervisor = callerContext?.type === 'supervisor';
    const quickActions = isSupervisor ? SUPERVISOR_QUICK_ACTIONS : tokens.ai.quickActions;
    const introText = isSupervisor ? SUPERVISOR_INTRO : 'Ask me about doctors, clinics, packages, or patient info.';
    const messagesEndRef = useRef<HTMLDivElement>(null);
    const chatStartedRef = useRef(false);
    const [suggestions, setSuggestions] = useState<Suggestion[]>([]);

    const token = localStorage.getItem('helix_access_token') ?? '';

    const { messages, input, handleSubmit, handleInputChange, isLoading, append, setMessages } = useChat({
        api: `${API_URL}/api/ai/stream`,
        streamProtocol: 'text',
        headers: { 'Authorization': `Bearer ${token}` },
        body: { context: callerContext },
    });

    useEffect(() => {
        if (isLoading) return;
        const lastAssistant = [...messages].reverse().find(m => m.role === 'assistant');
        if (lastAssistant) {
            const parsed = parseAiResponse(lastAssistant.content);
            if (parsed.suggestions.length > 0) {
                setSuggestions(parsed.suggestions);
            }
        }
    }, [messages, isLoading]);

    useEffect(() => {
        const el = messagesEndRef.current;
        if (el?.parentElement) {
            el.parentElement.scrollTop = el.parentElement.scrollHeight;
        }
        if (messages.length > 0 && !chatStartedRef.current) {
            chatStartedRef.current = true;
            onChatStart?.();
        }
    }, [messages, onChatStart]);

    const autoFiredForLeadRef = useRef<string | null>(null);
    useEffect(() => {
        const leadId = callerContext?.leadId ?? null;
        if (!leadId) {
            if (autoFiredForLeadRef.current !== null) {
                autoFiredForLeadRef.current = null;
                setMessages([]);
                setSuggestions([]);
                chatStartedRef.current = false;
            }
            return;
        }
        if (autoFiredForLeadRef.current === leadId) return;
        autoFiredForLeadRef.current = leadId;
        setMessages([]);
        setSuggestions([]);
        chatStartedRef.current = false;
        const name = callerContext?.leadName ?? 'this caller';
        append({
            role: 'user',
            content: `Give me a quick summary of ${name} and suggest relevant actions for this call.`,
        });
    }, [callerContext?.leadId, callerContext?.leadName, append, setMessages]);

    const handleQuickAction = (prompt: string) => {
        append({ role: 'user', content: prompt });
    };

    const handleTellMeMore = useCallback((suggestion: Suggestion) => {
        append({
            role: 'user',
            content: `Tell me more about "${suggestion.title}" — give me a detailed script and any relevant details.`,
        });
    }, [append]);

    // Filter out the currently-streaming assistant message (shows raw JSON).
    // Only display completed assistant messages with parsed content.
    const displayMessages = messages
        .filter((msg, i) => {
            if (msg.role === 'assistant' && isLoading && i === messages.length - 1) return false;
            return true;
        })
        .map(msg => {
            if (msg.role === 'assistant') {
                const parsed = parseAiResponse(msg.content);
                return { ...msg, content: parsed.message };
            }
            return msg;
        });

    return (
        <div className="flex h-full flex-col gap-2 p-3">
            {!isSupervisor && <AiSummaryCard caller={callerSummary ?? null} />}

            <div className="flex-1 space-y-3 overflow-y-auto min-h-0">
                {displayMessages.length === 0 && (
                    <div className="flex flex-col items-center justify-center py-6 text-center">
                        <FontAwesomeIcon icon={faSparkles} className="mb-2 size-6 text-fg-brand-primary" />
                        <p className="text-xs text-tertiary">{introText}</p>
                        <div className="mt-3 flex flex-wrap justify-center gap-1.5">
                            {quickActions.map((action) => (
                                <button
                                    key={action.label}
                                    onClick={() => handleQuickAction(action.prompt)}
                                    disabled={isLoading}
                                    className="rounded-lg border border-secondary bg-primary px-2.5 py-1.5 text-xs font-medium text-secondary transition duration-100 ease-linear hover:bg-secondary hover:text-primary disabled:opacity-50"
                                >
                                    {action.label}
                                </button>
                            ))}
                        </div>
                    </div>
                )}

                {displayMessages.map((msg) => (
                    <div key={msg.id} className={`flex ${msg.role === 'user' ? 'justify-end' : 'justify-start'}`}>
                        <div className={`max-w-[90%] rounded-xl px-3 py-2 text-xs leading-relaxed ${
                            msg.role === 'user' ? 'bg-brand-solid text-white' : 'bg-secondary text-primary'
                        }`}>
                            {msg.role === 'assistant' && (
                                <div className="mb-1 flex items-center gap-1">
                                    <FontAwesomeIcon icon={faSparkles} className="size-2.5 text-fg-brand-primary" />
                                    <span className="text-[10px] font-semibold uppercase tracking-wider text-brand-secondary">AI</span>
                                </div>
                            )}
                            <MessageContent content={msg.content} />
                        </div>
                    </div>
                ))}

                {isLoading && (
                    <div className="flex justify-start">
                        <div className="rounded-xl bg-secondary px-3 py-2">
                            <div className="flex items-center gap-1">
                                <span className="size-1.5 animate-bounce rounded-full bg-fg-quaternary [animation-delay:0ms]" />
                                <span className="size-1.5 animate-bounce rounded-full bg-fg-quaternary [animation-delay:150ms]" />
                                <span className="size-1.5 animate-bounce rounded-full bg-fg-quaternary [animation-delay:300ms]" />
                            </div>
                        </div>
                    </div>
                )}

                <div ref={messagesEndRef} />
            </div>

            {!isSupervisor && suggestions.length > 0 && (
                <AiSuggestions suggestions={suggestions} onTellMeMore={handleTellMeMore} />
            )}

            <form onSubmit={handleSubmit} className="flex items-center gap-2 shrink-0">
                <div className="flex flex-1 items-center rounded-lg border border-secondary bg-primary shadow-xs transition duration-100 ease-linear focus-within:border-brand focus-within:ring-4 focus-within:ring-brand-100">
                    <FontAwesomeIcon icon={faUserHeadset} className="ml-2.5 size-3.5 text-fg-quaternary" />
                    <input
                        type="text"
                        value={input}
                        onChange={handleInputChange}
                        placeholder="Ask the AI assistant..."
                        disabled={isLoading}
                        className="flex-1 bg-transparent px-2 py-2 text-xs text-primary placeholder:text-placeholder outline-none disabled:cursor-not-allowed"
                    />
                </div>
                <button
                    type="submit"
                    disabled={isLoading || input.trim().length === 0}
                    className="flex size-8 shrink-0 items-center justify-center rounded-lg bg-brand-solid text-white transition duration-100 ease-linear hover:bg-brand-solid_hover disabled:cursor-not-allowed disabled:bg-disabled"
                >
                    <FontAwesomeIcon icon={faPaperPlaneTop} className="size-3.5" />
                </button>
            </form>
        </div>
    );
};

const parseLine = (text: string): ReactNode[] => {
    const parts: ReactNode[] = [];
    const boldPattern = /\*\*(.+?)\*\*/g;
    let lastIndex = 0;
    let match: RegExpExecArray | null;
    while ((match = boldPattern.exec(text)) !== null) {
        if (match.index > lastIndex) parts.push(text.slice(lastIndex, match.index));
        parts.push(<strong key={match.index} className="font-semibold">{match[1]}</strong>);
        lastIndex = boldPattern.lastIndex;
    }
    if (lastIndex < text.length) parts.push(text.slice(lastIndex));
    return parts.length > 0 ? parts : [text];
};

const MessageContent = ({ content }: { content: string }) => {
    if (!content) return null;
    const lines = content.split('\n');
    return (
        <div className="space-y-1">
            {lines.map((line, i) => {
                if (line.trim().length === 0) return <div key={i} className="h-1" />;
                if (line.trimStart().startsWith('- ')) {
                    return (
                        <div key={i} className="flex gap-1.5 pl-1">
                            <span className="mt-1.5 size-1 shrink-0 rounded-full bg-fg-quaternary" />
                            <span>{parseLine(line.replace(/^\s*-\s*/, ''))}</span>
                        </div>
                    );
                }
                return <p key={i}>{parseLine(line)}</p>;
            })}
        </div>
    );
};