import 'dart:async';
import 'dart:convert';

import 'package:fluffychat/pangea/config/environment.dart';
import 'package:fluffychat/pangea/controllers/pangea_controller.dart';
import 'package:fluffychat/pangea/models/language_detection_model.dart';
import 'package:fluffychat/pangea/network/urls.dart';
import 'package:http/http.dart' as http;

import '../network/requests.dart';

class LanguageDetectionRequest {
  /// The full text from which to detect the language.
  String fullText;

  /// The base language of the user, if known. Including this is much preferred
  /// and should return better results; however, it is not absolutely necessary.
  /// This property is nullable to allow for situations where the languages are not set
  /// at the time of the request.
  String? userL1;

  /// The target language of the user. This is expected to be set for the request
  /// but is nullable to handle edge cases where it might not be.
  String? userL2;

  LanguageDetectionRequest({
    required this.fullText,
    this.userL1 = "",
    required this.userL2,
  });

  Map<String, dynamic> toJson() => {
        'full_text': fullText,
        'user_l1': userL1,
        'user_l2': userL2,
      };

  @override
  bool operator ==(Object other) {
    if (identical(this, other)) return true;
    return other is LanguageDetectionRequest &&
        other.fullText == fullText &&
        other.userL1 == userL1 &&
        other.userL2 == userL2;
  }

  @override
  int get hashCode => fullText.hashCode ^ userL1.hashCode ^ userL2.hashCode;
}

class LanguageDetectionResponse {
  List<LanguageDetection> detections;
  String fullText;

  LanguageDetectionResponse({
    required this.detections,
    required this.fullText,
  });

  factory LanguageDetectionResponse.fromJson(Map<String, dynamic> json) {
    return LanguageDetectionResponse(
      detections: List<LanguageDetection>.from(
        json['detections'].map(
          (e) => LanguageDetection.fromJson(e),
        ),
      ),
      fullText: json['full_text'],
    );
  }

  Map<String, dynamic> toJson() {
    return {
      'detections': detections,
      'full_text': fullText,
    };
  }

  LanguageDetection? get _bestDetection {
    detections.sort((a, b) => b.confidence.compareTo(a.confidence));
    return detections.isNotEmpty ? detections.first : null;
  }

  final double _confidenceThreshold = 0.95;

  LanguageDetection? bestDetection({double? threshold}) {
    threshold ??= _confidenceThreshold;
    return (_bestDetection?.confidence ?? 0) >= _confidenceThreshold
        ? _bestDetection!
        : null;
  }
}

class _LanguageDetectionCacheItem {
  Future<LanguageDetectionResponse> data;

  _LanguageDetectionCacheItem({
    required this.data,
  });
}

class LanguageDetectionController {
  static final Map<LanguageDetectionRequest, _LanguageDetectionCacheItem>
      _cache = {};
  late final PangeaController _pangeaController;
  Timer? _cacheClearTimer;

  LanguageDetectionController(PangeaController pangeaController) {
    _pangeaController = pangeaController;
    _initializeCacheClearing();
  }

  void _initializeCacheClearing() {
    const duration = Duration(minutes: 15); // Adjust the duration as needed
    _cacheClearTimer = Timer.periodic(duration, (Timer t) => _clearCache());
  }

  void _clearCache() {
    _cache.clear();
  }

  void dispose() {
    _cacheClearTimer?.cancel();
  }

  Future<LanguageDetectionResponse> detectLanguage(
    String fullText,
    String? userL2,
    String? userL1,
  ) async {
    final LanguageDetectionRequest params = LanguageDetectionRequest(
      fullText: fullText,
      userL1: userL1,
      userL2: userL2,
    );
    return get(params);
  }

  Future<LanguageDetectionResponse> get(
    LanguageDetectionRequest params,
  ) async {
    if (_cache.containsKey(params)) {
      return _cache[params]!.data;
    } else {
      final Future<LanguageDetectionResponse> response = _fetchResponse(
        await _pangeaController.userController.accessToken,
        params,
      );
      _cache[params] = _LanguageDetectionCacheItem(data: response);
      return response;
    }
  }

  static Future<LanguageDetectionResponse> _fetchResponse(
    String accessToken,
    LanguageDetectionRequest params,
  ) async {
    final Requests request = Requests(
      choreoApiKey: Environment.choreoApiKey,
      accessToken: accessToken,
    );

    final http.Response res = await request.post(
      url: PApiUrls.languageDetection,
      body: params.toJson(),
    );

    final Map<String, dynamic> json = jsonDecode(res.body);
    return LanguageDetectionResponse.fromJson(json);
  }
}