LuceneSearchEngine.cs 20 KB

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  1. using Lucene.Net.Analysis.Standard;
  2. using Lucene.Net.Documents;
  3. using Lucene.Net.Index;
  4. using Lucene.Net.QueryParsers;
  5. using Lucene.Net.Search;
  6. using Lucene.Net.Store;
  7. using MediaBrowser.Controller;
  8. using MediaBrowser.Controller.Entities;
  9. using MediaBrowser.Controller.Entities.Audio;
  10. using MediaBrowser.Controller.Library;
  11. using MediaBrowser.Model.Logging;
  12. using System;
  13. using System.Collections.Generic;
  14. using System.Linq;
  15. using System.Threading.Tasks;
  16. namespace MediaBrowser.Server.Implementations.Library
  17. {
  18. /// <summary>
  19. /// Class LuceneSearchEngine
  20. /// http://www.codeproject.com/Articles/320219/Lucene-Net-ultra-fast-search-for-MVC-or-WebForms
  21. /// </summary>
  22. public class LuceneSearchEngine : ILibrarySearchEngine, IDisposable
  23. {
  24. private readonly ILibraryManager _libraryManager;
  25. private readonly ILogger _logger;
  26. public LuceneSearchEngine(IServerApplicationPaths serverPaths, ILogManager logManager, ILibraryManager libraryManager)
  27. {
  28. _libraryManager = libraryManager;
  29. _logger = logManager.GetLogger("Lucene");
  30. //string luceneDbPath = serverPaths.DataPath + "\\SearchIndexDB";
  31. //if (!System.IO.Directory.Exists(luceneDbPath))
  32. // System.IO.Directory.CreateDirectory(luceneDbPath);
  33. //else if(File.Exists(luceneDbPath + "\\write.lock"))
  34. // File.Delete(luceneDbPath + "\\write.lock");
  35. //LuceneSearch.Init(luceneDbPath, _logger);
  36. //BaseItem.LibraryManager.LibraryChanged += LibraryChanged;
  37. }
  38. //public void LibraryChanged(object source, ChildrenChangedEventArgs changeInformation)
  39. //{
  40. // Task.Run(() =>
  41. // {
  42. // if (changeInformation.ItemsAdded.Count + changeInformation.ItemsUpdated.Count > 0)
  43. // {
  44. // LuceneSearch.AddUpdateLuceneIndex(changeInformation.ItemsAdded.Concat(changeInformation.ItemsUpdated));
  45. // }
  46. // if (changeInformation.ItemsRemoved.Count > 0)
  47. // {
  48. // LuceneSearch.RemoveFromLuceneIndex(changeInformation.ItemsRemoved);
  49. // }
  50. // });
  51. //}
  52. public void AddItemsToIndex(IEnumerable<BaseItem> items)
  53. {
  54. LuceneSearch.AddUpdateLuceneIndex(items);
  55. }
  56. /// <summary>
  57. /// Searches items and returns them in order of relevance.
  58. /// </summary>
  59. /// <param name="items">The items.</param>
  60. /// <param name="searchTerm">The search term.</param>
  61. /// <returns>IEnumerable{BaseItem}.</returns>
  62. /// <exception cref="System.ArgumentNullException">searchTerm</exception>
  63. public IEnumerable<BaseItem> Search(IEnumerable<BaseItem> items, string searchTerm)
  64. {
  65. if (string.IsNullOrEmpty(searchTerm))
  66. {
  67. throw new ArgumentNullException("searchTerm");
  68. }
  69. var hits = LuceneSearch.Search(searchTerm, items.Count());
  70. //return hits;
  71. return hits.Where(searchHit => items.Any(p => p.Id == searchHit.Id));
  72. }
  73. public void Dispose()
  74. {
  75. //BaseItem.LibraryManager.LibraryChanged -= LibraryChanged;
  76. //LuceneSearch.CloseAll();
  77. }
  78. /// <summary>
  79. /// Gets the search hints.
  80. /// </summary>
  81. /// <param name="inputItems">The input items.</param>
  82. /// <param name="searchTerm">The search term.</param>
  83. /// <returns>IEnumerable{SearchHintResult}.</returns>
  84. /// <exception cref="System.ArgumentNullException">searchTerm</exception>
  85. public Task<IEnumerable<SearchHintInfo>> GetSearchHints(IEnumerable<BaseItem> inputItems, string searchTerm)
  86. {
  87. if (string.IsNullOrEmpty(searchTerm))
  88. {
  89. throw new ArgumentNullException("searchTerm");
  90. }
  91. var terms = GetWords(searchTerm);
  92. var hints = new List<Tuple<BaseItem, string, int>>();
  93. var items = inputItems.Where(i => !(i is MusicArtist)).ToList();
  94. // Add search hints based on item name
  95. hints.AddRange(items.Where(i => !string.IsNullOrEmpty(i.Name)).Select(item =>
  96. {
  97. var index = GetIndex(item.Name, searchTerm, terms);
  98. return new Tuple<BaseItem, string, int>(item, index.Item1, index.Item2);
  99. }));
  100. // Find artists
  101. var artists = items.OfType<Audio>()
  102. .SelectMany(i =>
  103. {
  104. var list = new List<string>();
  105. if (!string.IsNullOrEmpty(i.AlbumArtist))
  106. {
  107. list.Add(i.AlbumArtist);
  108. }
  109. list.AddRange(i.Artists);
  110. return list;
  111. })
  112. .Distinct(StringComparer.OrdinalIgnoreCase)
  113. .ToList();
  114. foreach (var item in artists)
  115. {
  116. var index = GetIndex(item, searchTerm, terms);
  117. if (index.Item2 != -1)
  118. {
  119. try
  120. {
  121. var artist = _libraryManager.GetArtist(item);
  122. hints.Add(new Tuple<BaseItem, string, int>(artist, index.Item1, index.Item2));
  123. }
  124. catch (Exception ex)
  125. {
  126. _logger.ErrorException("Error getting {0}", ex, item);
  127. }
  128. }
  129. }
  130. // Find genres, from non-audio items
  131. var genres = items.Where(i => !(i is IHasMusicGenres) && !(i is Game))
  132. .SelectMany(i => i.Genres)
  133. .Where(i => !string.IsNullOrEmpty(i))
  134. .Distinct(StringComparer.OrdinalIgnoreCase)
  135. .ToList();
  136. foreach (var item in genres)
  137. {
  138. var index = GetIndex(item, searchTerm, terms);
  139. if (index.Item2 != -1)
  140. {
  141. try
  142. {
  143. var genre = _libraryManager.GetGenre(item);
  144. hints.Add(new Tuple<BaseItem, string, int>(genre, index.Item1, index.Item2));
  145. }
  146. catch (Exception ex)
  147. {
  148. _logger.ErrorException("Error getting {0}", ex, item);
  149. }
  150. }
  151. }
  152. // Find music genres
  153. var musicGenres = items.Where(i => i is IHasMusicGenres)
  154. .SelectMany(i => i.Genres)
  155. .Where(i => !string.IsNullOrEmpty(i))
  156. .Distinct(StringComparer.OrdinalIgnoreCase)
  157. .ToList();
  158. foreach (var item in musicGenres)
  159. {
  160. var index = GetIndex(item, searchTerm, terms);
  161. if (index.Item2 != -1)
  162. {
  163. try
  164. {
  165. var genre = _libraryManager.GetMusicGenre(item);
  166. hints.Add(new Tuple<BaseItem, string, int>(genre, index.Item1, index.Item2));
  167. }
  168. catch (Exception ex)
  169. {
  170. _logger.ErrorException("Error getting {0}", ex, item);
  171. }
  172. }
  173. }
  174. // Find music genres
  175. var gameGenres = items.OfType<Game>()
  176. .SelectMany(i => i.Genres)
  177. .Where(i => !string.IsNullOrEmpty(i))
  178. .Distinct(StringComparer.OrdinalIgnoreCase)
  179. .ToList();
  180. foreach (var item in gameGenres)
  181. {
  182. var index = GetIndex(item, searchTerm, terms);
  183. if (index.Item2 != -1)
  184. {
  185. try
  186. {
  187. var genre = _libraryManager.GetGameGenre(item);
  188. hints.Add(new Tuple<BaseItem, string, int>(genre, index.Item1, index.Item2));
  189. }
  190. catch (Exception ex)
  191. {
  192. _logger.ErrorException("Error getting {0}", ex, item);
  193. }
  194. }
  195. }
  196. // Find studios
  197. var studios = items.SelectMany(i => i.Studios)
  198. .Where(i => !string.IsNullOrEmpty(i))
  199. .Distinct(StringComparer.OrdinalIgnoreCase)
  200. .ToList();
  201. foreach (var item in studios)
  202. {
  203. var index = GetIndex(item, searchTerm, terms);
  204. if (index.Item2 != -1)
  205. {
  206. try
  207. {
  208. var studio = _libraryManager.GetStudio(item);
  209. hints.Add(new Tuple<BaseItem, string, int>(studio, index.Item1, index.Item2));
  210. }
  211. catch (Exception ex)
  212. {
  213. _logger.ErrorException("Error getting {0}", ex, item);
  214. }
  215. }
  216. }
  217. // Find persons
  218. var persons = items.SelectMany(i => i.People)
  219. .Select(i => i.Name)
  220. .Where(i => !string.IsNullOrEmpty(i))
  221. .Distinct(StringComparer.OrdinalIgnoreCase)
  222. .ToList();
  223. foreach (var item in persons)
  224. {
  225. var index = GetIndex(item, searchTerm, terms);
  226. if (index.Item2 != -1)
  227. {
  228. try
  229. {
  230. var person = _libraryManager.GetPerson(item);
  231. hints.Add(new Tuple<BaseItem, string, int>(person, index.Item1, index.Item2));
  232. }
  233. catch (Exception ex)
  234. {
  235. _logger.ErrorException("Error getting {0}", ex, item);
  236. }
  237. }
  238. }
  239. var returnValue = hints.Where(i => i.Item3 >= 0).OrderBy(i => i.Item3).Select(i => new SearchHintInfo
  240. {
  241. Item = i.Item1,
  242. MatchedTerm = i.Item2
  243. });
  244. return Task.FromResult(returnValue);
  245. }
  246. /// <summary>
  247. /// Gets the index.
  248. /// </summary>
  249. /// <param name="input">The input.</param>
  250. /// <param name="searchInput">The search input.</param>
  251. /// <param name="searchWords">The search input.</param>
  252. /// <returns>System.Int32.</returns>
  253. private Tuple<string, int> GetIndex(string input, string searchInput, string[] searchWords)
  254. {
  255. if (string.IsNullOrEmpty(input))
  256. {
  257. throw new ArgumentNullException("input");
  258. }
  259. if (string.Equals(input, searchInput, StringComparison.OrdinalIgnoreCase))
  260. {
  261. return new Tuple<string, int>(searchInput, 0);
  262. }
  263. var index = input.IndexOf(searchInput, StringComparison.OrdinalIgnoreCase);
  264. if (index == 0)
  265. {
  266. return new Tuple<string, int>(searchInput, 1);
  267. }
  268. if (index > 0)
  269. {
  270. return new Tuple<string, int>(searchInput, 2);
  271. }
  272. var items = GetWords(input);
  273. for (var i = 0; i < searchWords.Length; i++)
  274. {
  275. var searchTerm = searchWords[i];
  276. for (var j = 0; j < items.Length; j++)
  277. {
  278. var item = items[j];
  279. if (string.Equals(item, searchTerm, StringComparison.OrdinalIgnoreCase))
  280. {
  281. return new Tuple<string, int>(searchTerm, 3 + (i + 1) * (j + 1));
  282. }
  283. index = item.IndexOf(searchTerm, StringComparison.OrdinalIgnoreCase);
  284. if (index == 0)
  285. {
  286. return new Tuple<string, int>(searchTerm, 4 + (i + 1) * (j + 1));
  287. }
  288. if (index > 0)
  289. {
  290. return new Tuple<string, int>(searchTerm, 5 + (i + 1) * (j + 1));
  291. }
  292. }
  293. }
  294. return new Tuple<string, int>(null, -1);
  295. }
  296. /// <summary>
  297. /// Gets the words.
  298. /// </summary>
  299. /// <param name="term">The term.</param>
  300. /// <returns>System.String[][].</returns>
  301. private string[] GetWords(string term)
  302. {
  303. return term.Split().Where(i => !string.IsNullOrWhiteSpace(i)).ToArray();
  304. }
  305. }
  306. public static class LuceneSearch
  307. {
  308. private static ILogger logger;
  309. private static string path;
  310. private static object lockOb = new object();
  311. private static FSDirectory _directory;
  312. private static FSDirectory directory
  313. {
  314. get
  315. {
  316. if (_directory == null)
  317. {
  318. logger.Info("Opening new Directory: " + path);
  319. _directory = FSDirectory.Open(path);
  320. }
  321. return _directory;
  322. }
  323. set
  324. {
  325. _directory = value;
  326. }
  327. }
  328. private static IndexWriter _writer;
  329. private static IndexWriter writer
  330. {
  331. get
  332. {
  333. if (_writer == null)
  334. {
  335. logger.Info("Opening new IndexWriter");
  336. _writer = new IndexWriter(directory, analyzer, IndexWriter.MaxFieldLength.UNLIMITED);
  337. }
  338. return _writer;
  339. }
  340. set
  341. {
  342. _writer = value;
  343. }
  344. }
  345. private static Dictionary<string, float> bonusTerms;
  346. public static void Init(string path, ILogger logger)
  347. {
  348. logger.Info("Lucene: Init");
  349. bonusTerms = new Dictionary<string, float>();
  350. bonusTerms.Add("Name", 2);
  351. bonusTerms.Add("Overview", 1);
  352. // Optimize the DB on initialization
  353. // TODO: Test whether this has..
  354. // Any effect what-so-ever (apart from initializing the indexwriter on the mainthread context, which makes things a whole lot easier)
  355. // Costs too much time
  356. // Is heavy on the CPU / Memory
  357. LuceneSearch.logger = logger;
  358. LuceneSearch.path = path;
  359. writer.Optimize();
  360. }
  361. private static StandardAnalyzer analyzer = new StandardAnalyzer(Lucene.Net.Util.Version.LUCENE_30);
  362. private static Searcher searcher = null;
  363. private static Document createDocument(BaseItem data)
  364. {
  365. Document doc = new Document();
  366. doc.Add(new Field("Id", data.Id.ToString(), Field.Store.YES, Field.Index.NO));
  367. doc.Add(new Field("Name", data.Name, Field.Store.YES, Field.Index.ANALYZED) { Boost = 2 });
  368. doc.Add(new Field("Overview", data.Overview != null ? data.Overview : "", Field.Store.YES, Field.Index.ANALYZED));
  369. return doc;
  370. }
  371. private static void Create(BaseItem item)
  372. {
  373. lock (lockOb)
  374. {
  375. try
  376. {
  377. if (searcher != null)
  378. {
  379. try
  380. {
  381. searcher.Dispose();
  382. }
  383. catch (Exception e)
  384. {
  385. logger.ErrorException("Error in Lucene while creating index (disposing alive searcher)", e, item);
  386. }
  387. searcher = null;
  388. }
  389. _removeFromLuceneIndex(item);
  390. _addToLuceneIndex(item);
  391. }
  392. catch (Exception e)
  393. {
  394. logger.ErrorException("Error in Lucene while creating index", e, item);
  395. }
  396. }
  397. }
  398. private static void _addToLuceneIndex(BaseItem data)
  399. {
  400. // Prevent double entries
  401. var doc = createDocument(data);
  402. writer.AddDocument(doc);
  403. }
  404. private static void _removeFromLuceneIndex(BaseItem data)
  405. {
  406. var query = new TermQuery(new Term("Id", data.Id.ToString()));
  407. writer.DeleteDocuments(query);
  408. }
  409. public static void AddUpdateLuceneIndex(IEnumerable<BaseItem> items)
  410. {
  411. foreach (var item in items)
  412. {
  413. logger.Info("Adding/Updating BaseItem " + item.Name + "(" + item.Id.ToString() + ") to/on Lucene Index");
  414. Create(item);
  415. }
  416. writer.Commit();
  417. writer.Flush(true, true, true);
  418. }
  419. public static void RemoveFromLuceneIndex(IEnumerable<BaseItem> items)
  420. {
  421. foreach (var item in items)
  422. {
  423. logger.Info("Removing BaseItem " + item.Name + "(" + item.Id.ToString() + ") from Lucene Index");
  424. _removeFromLuceneIndex(item);
  425. }
  426. writer.Commit();
  427. writer.Flush(true, true, true);
  428. }
  429. public static IEnumerable<BaseItem> Search(string searchQuery, int maxHits)
  430. {
  431. var results = new List<BaseItem>();
  432. lock (lockOb)
  433. {
  434. try
  435. {
  436. if (searcher == null)
  437. {
  438. searcher = new IndexSearcher(directory, true);
  439. }
  440. BooleanQuery finalQuery = new BooleanQuery();
  441. MultiFieldQueryParser parser = new MultiFieldQueryParser(Lucene.Net.Util.Version.LUCENE_30, new string[] { "Name", "Overview" }, analyzer, bonusTerms);
  442. string[] terms = searchQuery.Split(new[] { " " }, StringSplitOptions.RemoveEmptyEntries);
  443. foreach (string term in terms)
  444. finalQuery.Add(parser.Parse(term.Replace("~", "") + "~0.75"), Occur.SHOULD);
  445. foreach (string term in terms)
  446. finalQuery.Add(parser.Parse(term.Replace("*", "") + "*"), Occur.SHOULD);
  447. logger.Debug("Querying Lucene with query: " + finalQuery.ToString());
  448. long start = DateTime.Now.Ticks;
  449. var searchResult = searcher.Search(finalQuery, maxHits);
  450. foreach (var searchHit in searchResult.ScoreDocs)
  451. {
  452. Document hit = searcher.Doc(searchHit.Doc);
  453. results.Add(BaseItem.LibraryManager.GetItemById(Guid.Parse(hit.Get("Id"))));
  454. }
  455. long total = DateTime.Now.Ticks - start;
  456. float msTotal = (float)total / TimeSpan.TicksPerMillisecond;
  457. logger.Debug(searchResult.ScoreDocs.Length + " result" + (searchResult.ScoreDocs.Length == 1 ? "" : "s") + " in " + msTotal + " ms.");
  458. }
  459. catch (Exception e)
  460. {
  461. logger.ErrorException("Error while searching Lucene index", e);
  462. }
  463. }
  464. return results;
  465. }
  466. public static void CloseAll()
  467. {
  468. logger.Debug("Lucene: CloseAll");
  469. if (writer != null)
  470. {
  471. logger.Debug("Lucene: CloseAll - Writer is alive");
  472. writer.Flush(true, true, true);
  473. writer.Commit();
  474. writer.WaitForMerges();
  475. writer.Dispose();
  476. writer = null;
  477. }
  478. if (analyzer != null)
  479. {
  480. logger.Debug("Lucene: CloseAll - Analyzer is alive");
  481. analyzer.Close();
  482. analyzer.Dispose();
  483. analyzer = null;
  484. }
  485. if (searcher != null)
  486. {
  487. logger.Debug("Lucene: CloseAll - Searcher is alive");
  488. searcher.Dispose();
  489. searcher = null;
  490. }
  491. if (directory != null)
  492. {
  493. logger.Debug("Lucene: CloseAll - Directory is alive");
  494. directory.Dispose();
  495. directory = null;
  496. }
  497. }
  498. }
  499. }