之前 evaluate() 写死 0.8、decide() 直接透传,history 参数没人用, "自学习"只有骨架。这次补上: 置信度(MetadataNormalizer.evaluate) - 字段来源可追溯:NormalizedMetadata 新增 titleFromTag / artistFromTag / albumFromTag - 基础分 0.25;标题 +0.20、标题来自标签再 +0.10(文件名当标题则 -0.10) - 艺术家 +0.15、来自标签 +0.10;专辑 +0.10;年份 +0.03;封面 +0.02 - 历史一致性:同艺人 >=2 条 +0.05,同专辑 >=2 条 +0.03 - 结果 clamp 到 0.05~0.98,且每个加分项写入 evidence,便于日志解释 状态机(MetadataService) - 只有 confidence>=0.6 且 status=verified 的记录才直接命中 - pending 记录下次播放会重新读取并合并(自修复) - validation_count 累加;>=2 次且置信度达标才升级为 verified - 新结果置信度低于旧结果时保留旧字段,只累加验证次数 - 日志输出 status / confidence / validation_count / evidence 测试 - 新增 test/metadata_normalizer_test.dart,9 个用例覆盖来源标记、分级、 历史加权、证据、阈值;flutter test 全绿 真机验证 - 起播看门狗在真实弱网下触发:23:44:50 打开失败 → 15s 后自动重连 → 1.4s 出声(open 仅 100ms)
210 lines
7.2 KiB
Dart
210 lines
7.2 KiB
Dart
// lib/metadata/metadata_service.dart
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import 'dart:io';
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import 'dart:typed_data';
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import 'package:flutter/foundation.dart';
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import '../database/song_database.dart';
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import 'metadata_model.dart';
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import 'metadata_reader.dart';
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import 'metadata_normalizer.dart';
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import 'metadata_cache.dart';
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import 'file_provider.dart';
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import '../utils/artwork_helper.dart';
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import '../utils/song_key.dart';
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class MetadataService {
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static final MetadataService _instance = MetadataService._internal();
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factory MetadataService() => _instance;
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MetadataService._internal();
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final MetadataReader _reader = MetadataReader();
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final MetadataNormalizer _normalizer = MetadataNormalizer();
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final MetadataCache _memoryCache = MetadataCache();
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final SongDatabase _db = SongDatabase();
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String _generateSongKey(String url, int fileSize) {
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return songKeyFor(url, fileSize);
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}
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FileProvider _getProvider(String url) {
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if (url.startsWith('http://') || url.startsWith('https://')) {
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return WebDAVFileProvider();
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}
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return LocalFileProvider();
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}
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/// 公开给 AudioService 使用(用于清除缓存时获取文件)
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FileProvider getProviderForUrl(String url) {
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return _getProvider(url);
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}
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/// 清除内存缓存
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Future<void> clearCache(String fileId) async {
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await _memoryCache.remove(fileId);
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debugPrint('🗑️ [MetadataService] memory cache cleared: $fileId');
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}
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Future<FinalMetadata> getMetadata({
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required String url,
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required String fileName,
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required String fileId,
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bool forceRefresh = false,
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}) async {
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// 1. 内存缓存
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if (!forceRefresh) {
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final cached = await _memoryCache.get(fileId);
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if (cached != null && cached.isNotEmpty) {
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debugPrint('📦 [MetadataService] memory hit: ${cached.title}');
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return cached;
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}
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}
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// 2. 获取文件
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final provider = _getProvider(url);
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final file = await provider.getFile(url);
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if (file == null || !await file.exists()) {
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debugPrint('⚠️ [MetadataService] file not available, using fallback');
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return _fallbackFromFileName(fileName);
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}
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final stat = await file.stat();
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final songKey = _generateSongKey(url, stat.size);
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// 3. SQLite 查询:只有「已验证」的记录才直接返回。
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// pending 记录会继续往下走,重新读取并累计 validation_count,
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// 这就是自修复:置信度不足的记录会在下次播放时被重新确认。
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Map<String, dynamic>? dbSong;
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if (!forceRefresh) {
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dbSong = await _db.getSong(songKey);
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if (dbSong != null) {
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final confidence = (dbSong['confidence'] as num?)?.toDouble() ?? 0.0;
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final status = dbSong['metadata_status'] as String? ?? 'pending';
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if (confidence >= 0.6 && status == 'verified') {
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debugPrint(
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'📦 [MetadataService] SQLite hit: ${dbSong['title']} - ${dbSong['artist']}');
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// 读取封面图
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final artworkPath = dbSong['artwork_path'] as String?;
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Uint8List? artwork;
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if (artworkPath != null && artworkPath.isNotEmpty) {
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try {
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final artFile = File(artworkPath);
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if (await artFile.exists()) {
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artwork = await artFile.readAsBytes();
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}
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} catch (e) {
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// ignore
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}
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}
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final metadata = FinalMetadata(
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title: dbSong['title'] as String? ?? '',
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artist: dbSong['artist'] as String? ?? '',
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album: dbSong['album'] as String? ?? '',
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genre: dbSong['genre'] as String? ?? '',
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artwork: artwork,
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source: 'database',
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);
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await _memoryCache.put(fileId, metadata);
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return metadata;
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}
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debugPrint('🔁 [MetadataService] 记录未验证'
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'(conf=${confidence.toStringAsFixed(2)}, status=$status),重新确认');
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}
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}
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// 4. 读取原始 metadata
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final raw = await _reader.readRawMetadata(file);
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// 5. 标准化
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final normalized = _normalizer.normalize(
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raw,
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fileName: fileName,
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filePath: url,
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);
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// 6. 评估(含历史一致性)
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final history = await _db.getSongsByArtist(normalized.artist, limit: 10);
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final candidate = _normalizer.evaluate(normalized, history);
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final finalMetadata = _normalizer.decide(candidate);
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// 7. 与已有记录合并
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final prevConfidence = (dbSong?['confidence'] as num?)?.toDouble() ?? 0.0;
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final validationCount = ((dbSong?['validation_count'] as int?) ?? 0) + 1;
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final useNew = dbSong == null || candidate.confidence >= prevConfidence;
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final effectiveConfidence =
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useNew ? candidate.confidence : prevConfidence;
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// 8. 保存封面图(只有采用新结果且确实读到图时才写)
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String? artworkPath = dbSong?['artwork_path'] as String?;
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if (useNew &&
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finalMetadata.artwork != null &&
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finalMetadata.artwork!.isNotEmpty) {
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artworkPath =
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await ArtworkHelper.saveArtwork(finalMetadata.artwork!, songKey);
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}
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final status =
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(effectiveConfidence >= 0.6 && validationCount >= 2) ? 'verified' : 'pending';
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final row = <String, dynamic>{
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'song_key': songKey,
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// remote_path 必须存应用内路径(fileId / song.id),不能存完整 URL
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'remote_path': fileId,
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'file_size': stat.size,
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'modified_time': stat.modified.millisecondsSinceEpoch,
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'title': useNew ? finalMetadata.title : (dbSong?['title'] ?? finalMetadata.title),
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'artist':
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useNew ? finalMetadata.artist : (dbSong?['artist'] ?? finalMetadata.artist),
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'album': useNew ? finalMetadata.album : (dbSong?['album'] ?? finalMetadata.album),
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'genre': useNew ? finalMetadata.genre : (dbSong?['genre'] ?? finalMetadata.genre),
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'artwork_path': artworkPath,
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'confidence': effectiveConfidence,
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'validation_count': validationCount,
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'first_scan':
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dbSong?['first_scan'] ?? DateTime.now().millisecondsSinceEpoch,
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'last_scan': DateTime.now().millisecondsSinceEpoch,
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'metadata_status': status,
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};
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if (dbSong == null) {
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await _db.insertSong(row);
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} else {
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await _db.updateSong(songKey, row);
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}
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final merged = FinalMetadata(
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title: row['title'] as String? ?? '',
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artist: row['artist'] as String? ?? '',
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album: row['album'] as String? ?? '',
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genre: row['genre'] as String? ?? '',
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genres: finalMetadata.genres,
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performers: finalMetadata.performers,
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year: finalMetadata.year,
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duration: finalMetadata.duration,
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artwork: finalMetadata.artwork,
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source: status,
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);
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// 9. 内存缓存
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await _memoryCache.put(fileId, merged);
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debugPrint('📊 [MetadataService] $status '
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'conf=${effectiveConfidence.toStringAsFixed(2)} '
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'validations=$validationCount '
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'evidence=${candidate.evidence}');
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debugPrint('✅ [MetadataService] saved: ${merged.title} - ${merged.artist}');
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return merged;
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}
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FinalMetadata _fallbackFromFileName(String fileName) {
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final dotIndex = fileName.lastIndexOf('.');
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final title = dotIndex > 0 ? fileName.substring(0, dotIndex) : fileName;
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return FinalMetadata(
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title: title,
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artist: '未知艺术家',
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source: 'filename',
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);
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}
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}
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