import {
    WebSocketGateway,
    WebSocketServer,
    SubscribeMessage,
    MessageBody,
    ConnectedSocket,
    OnGatewayInit,
    OnGatewayConnection,
    OnGatewayDisconnect,
} from '@nestjs/websockets';
import { Logger } from '@nestjs/common';
import { Server, Socket } from 'socket.io';
import { OrchestratorService } from './services/orchestrator.service';
import { FaceAuthService } from '../face-auth/face-auth.service';
import { CandidateService } from '../candidate/candidate.service';

/**
 * InterviewGateway — real-time WebSocket entry point for AI interviews.
 *
 * Handles:
 *   - Room joining (linking a socket to a session)
 *   - Streaming audio chunks → STT (real-time via WebSocket)
 *   - VAD events are emitted automatically by the STT provider
 *   - TTS audio chunks are streamed back as they are generated
 *   - Manual end-of-speech fallback for providers without VAD
 *   - Face verification (single frame from webcam)
 */
@WebSocketGateway({
    cors: { origin: '*' },
    namespace: '/interview',
})
export class InterviewGateway
    implements OnGatewayInit, OnGatewayConnection, OnGatewayDisconnect {
    @WebSocketServer()
    server: Server;

    private readonly logger = new Logger(InterviewGateway.name);

    /** Map socket → sessionId for cleanup */
    private socketSessions: Map<string, string> = new Map();

    constructor(
        private readonly orchestrator: OrchestratorService,
        private readonly faceAuth: FaceAuthService,
        private readonly candidateService: CandidateService,
    ) { }

    afterInit() {
        this.logger.log('Interview WebSocket Gateway initialized');
    }

    handleConnection(client: Socket) {
        this.logger.log(`Client connected: ${client.id}`);
    }

    handleDisconnect(client: Socket) {
        const sessionId = this.socketSessions.get(client.id);
        if (sessionId) {
            this.logger.log(
                `Client ${client.id} disconnected — cleaning up session ${sessionId}`,
            );
            this.orchestrator.endSession(sessionId).catch((err) => {
                this.logger.error(`Cleanup error: ${err}`);
            });
            this.socketSessions.delete(client.id);
        }
    }

    // ──────────────── Socket Events ────────────────

    /**
     * Client joins an interview session room.
     * Initializes the streaming STT + TTS connections for this session.
     *
     * Payload: { candidateId: string }
     */
    @SubscribeMessage('join-room')
    async handleJoinRoom(
        @ConnectedSocket() client: Socket,
        @MessageBody() data: { candidateId: string },
    ) {
        try {
            const session = await this.orchestrator.createSession(data.candidateId);
            const sessionId = session._id.toString();

            client.join(sessionId);
            this.socketSessions.set(client.id, sessionId);

            // Initialize streaming with the socket directly
            await this.orchestrator.initStreaming(sessionId, client);

            this.logger.log(
                `Client ${client.id} joined session ${sessionId} — streaming ready`,
            );

            client.emit('session-created', {
                sessionId,
                stage: session.currentStage,
            });
        } catch (err) {
            client.emit('error', { message: `Failed to join room: ${err}` });
        }
    }

    /**
     * Receive a base64-encoded audio chunk from the client's microphone.
     * Piped directly to the STT streaming WebSocket (no buffering).
     *
     * Payload: { audio: string } (base64) or Buffer (binary array from Socket.io)
     */
    @SubscribeMessage('audio-chunk')
    handleAudioChunk(
        @ConnectedSocket() client: Socket,
        @MessageBody() data: any,
    ) {
        const sessionId = this.socketSessions.get(client.id);
        if (!sessionId) {
            client.emit('error', { message: 'Not in a session' });
            return;
        }

        let audioBase64: string;
        if (Buffer.isBuffer(data)) {
            // It's a binary buffer from Socket.io
            audioBase64 = data.toString('base64');
        } else if (data instanceof ArrayBuffer) {
            audioBase64 = Buffer.from(data).toString('base64');
        } else if (typeof data === 'string') {
            audioBase64 = data;
        } else if (data && data.audio) {
            audioBase64 = data.audio;
        } else {
            this.logger.warn(`Unknown audio chunk format received: ${typeof data}`);
            return;
        }

        // Print dot to let us know chunks are flowing without spamming logs
        process.stdout.write('.');
        this.orchestrator.streamAudioChunk(sessionId, audioBase64);
    }

    /**
     * Manual end-of-speech signal (fallback for providers without VAD).
     * Triggers the STT → Brain → TTS pipeline with accumulated transcript.
     */
    @SubscribeMessage('end-of-speech')
    async handleEndOfSpeech(@ConnectedSocket() client: Socket) {
        const sessionId = this.socketSessions.get(client.id);
        if (!sessionId) return;

        try {
            await this.orchestrator.triggerPipeline(sessionId);
        } catch (err) {
            this.logger.error(`Pipeline error: ${err}`);
            client.emit('error', { message: 'Pipeline processing failed' });
            client.emit('ai-state', { state: 'listening' });
        }
    }

    /**
     * Receive a video frame (JPEG buffer) for face verification.
     * Payload: { candidateId: string, frame: Buffer }
     */
    @SubscribeMessage('face-verify')
    async handleFaceVerify(
        @ConnectedSocket() client: Socket,
        @MessageBody() data: { candidateId: string; frame: Buffer },
    ) {
        try {
            const candidate = await this.candidateService.findById(data.candidateId);

            // Extract descriptor from the incoming frame
            const frameBuffer = Buffer.from(data.frame);
            const incomingDescriptor =
                await this.faceAuth.extractDescriptorFromBuffer(frameBuffer);

            if (!incomingDescriptor) {
                client.emit('face-result', {
                    verified: false,
                    message: 'No face detected in frame',
                });
                return;
            }

            // If no stored descriptor, save this one as reference
            if (
                !candidate.faceDescriptor ||
                candidate.faceDescriptor.length === 0
            ) {
                candidate.faceDescriptor = Array.from(incomingDescriptor);
                candidate.captureFaceOnCall = false;
                await candidate.save();
                client.emit('face-result', {
                    verified: true,
                    message: 'Reference face captured and saved',
                });
                return;
            }

            // Compare with stored descriptor
            const result = this.faceAuth.verifyFace(
                incomingDescriptor,
                candidate.faceDescriptor,
            );

            // Update session verification status
            const sessionId = this.socketSessions.get(client.id);
            if (sessionId) {
                const session = await this.orchestrator.getSession(sessionId);
                session.faceVerified = result.match;
                await session.save();
            }

            client.emit('face-result', {
                verified: result.match,
                distance: result.distance,
                message: result.match
                    ? 'Face verified successfully'
                    : 'Face mismatch — flagged in report',
            });
        } catch (err) {
            this.logger.error(`Face verify error: ${err}`);
            client.emit('face-result', {
                verified: false,
                message: `Verification error: ${err}`,
            });
        }
    }

    /**
     * End the interview session — closes streaming connections.
     */
    @SubscribeMessage('end-interview')
    async handleEndInterview(@ConnectedSocket() client: Socket) {
        const sessionId = this.socketSessions.get(client.id);
        if (!sessionId) return;

        await this.orchestrator.endSession(sessionId);
        client.emit('interview-ended', { sessionId });
        this.socketSessions.delete(client.id);
    }
}