• C#编写了一个基于Lucene.Net的搜索引擎查询通用工具类:SearchEngineUtil


      最近由于工作原因,一直忙于公司的各种项目(大部份都是基于spring cloud的微服务项目),故有一段时间没有与大家分享总结最近的技术研究成果的,其实最近我一直在不断的深入研究学习Spring、Spring Boot、Spring Cloud的各种框架原理,同时也随时关注着.NET CORE的发展情况及最新技术点,也在极客时间上订阅相关的专栏,只要下班有空我都会去认真阅读观看,纸质书箱也买了一些,总之近一年都是在通过:微信技术公众号(.NET、JAVA、算法、前端等技术方向)、极客时间、技术书箱 不断的吸取、借鉴他人之精华,从而不断的充实提高自己的技术水平,所谓:学如逆水行舟,不进则退,工作中学习,学习后工作中运用,当然写文章分享是一种总结,同时也是“温故而知新”的最佳应用。

      前面废话说得有点多了,就直奔本文的主题内容,编写一个基于Lucene.Net的搜索引擎查询通用工具类:SearchEngineUtil,Lucene是什么,见百度百科 ,重点是:Lucene是一个全文检索引擎的架构,提供了完整的查询引擎和索引引擎,Lucene.NET是C#及.NET运行时下的另一种语言的实现,官网地址:http://lucenenet.apache.org/  ,具体用法就不多说了,官网以及网上都有很多,但由于Lucene.Net的原生SDK中的API比较复杂,用起来不太方便,故我进行了适当的封装,把常用的增、删、改、查(分页查)在保证灵活度的情况下进行了封装,使得操作Lucene.Net变得相对简单一些,代码本身也不复杂,贴出完整的SearchEngineUtil代码如下:

    using Lucene.Net.Analysis.PanGu;
    using Lucene.Net.Documents;
    using Lucene.Net.Index;
    using Lucene.Net.QueryParsers;
    using Lucene.Net.Search;
    using Lucene.Net.Store;
    using NLog;
    using PanGu;
    using PanGu.HighLight;
    using System;
    using System.Collections.Generic;
    using System.IO;
    using System.Linq;
    using System.Reflection;
    using System.Text;
    
    namespace CN.Zuowenjun.Blog.Common
    {
        /// <summary>
        /// Lucene 搜索引擎实用工具类
        /// Author:zuowenjun
        /// </summary>
        public class SearchEngineUtil
        {
    
            /// <summary>
            /// 创建并添加索引记录
            /// </summary>
            /// <typeparam name="TIndex"></typeparam>
            /// <param name="indexDir"></param>
            /// <param name="indexData"></param>
            /// <param name="setDocFiledsAction"></param>
            public static void AddIndex<TIndex>(string indexDir, TIndex indexData, Action<Document, TIndex> setDocFiledsAction)
            {
                //创建索引目录
                if (!System.IO.Directory.Exists(indexDir))
                {
                    System.IO.Directory.CreateDirectory(indexDir);
                }
                FSDirectory directory = FSDirectory.Open(new DirectoryInfo(indexDir), new NativeFSLockFactory());
                bool isUpdate = IndexReader.IndexExists(directory);
                if (isUpdate)
                {
                    //如果索引目录被锁定(比如索引过程中程序异常退出),则首先解锁
                    if (IndexWriter.IsLocked(directory))
                    {
                        IndexWriter.Unlock(directory);
                    }
                }
                using (IndexWriter writer = new IndexWriter(directory, new PanGuAnalyzer(), !isUpdate, IndexWriter.MaxFieldLength.UNLIMITED))
                {
                    Document document = new Document();
    
                    setDocFiledsAction(document, indexData);
    
                    writer.AddDocument(document);
    
                    writer.Optimize();//优化索引
                }
            }
    
            /// <summary>
            /// 删除索引记录
            /// </summary>
            /// <param name="indexDir"></param>
            /// <param name="keyFiledName"></param>
            /// <param name="keyFileValue"></param>
            public static void DeleteIndex(string indexDir, string keyFiledName, object keyFileValue)
            {
                FSDirectory directory = FSDirectory.Open(new DirectoryInfo(indexDir), new NativeFSLockFactory());
                if (!IndexReader.IndexExists(directory))
                {
                    return;
                }
    
                using (IndexWriter iw = new IndexWriter(directory, new PanGuAnalyzer(), IndexWriter.MaxFieldLength.UNLIMITED))
                {
                    iw.DeleteDocuments(new Term(keyFiledName, keyFileValue.ToString()));
                    iw.Optimize();//删除文件后并非从磁盘中移除,而是生成一个.del的文件,需要调用Optimize方法来清除。在清除文件前可以使用UndeleteAll方法恢复
                }
            }
    
            /// <summary>
            /// 更新索引记录
            /// </summary>
            /// <param name="indexDir"></param>
            /// <param name="keyFiledName"></param>
            /// <param name="keyFileValue"></param>
            /// <param name="doc"></param>
            public static void UpdateIndex(string indexDir, string keyFiledName, object keyFileValue, Document doc)
            {
                FSDirectory directory = FSDirectory.Open(new DirectoryInfo(indexDir), new NativeFSLockFactory());
                if (!IndexReader.IndexExists(directory))
                {
                    return;
                }
    
                using (IndexWriter iw = new IndexWriter(directory, new PanGuAnalyzer(), IndexWriter.MaxFieldLength.UNLIMITED))
                {
                    iw.UpdateDocument(new Term(keyFiledName, keyFileValue.ToString()), doc);
                    iw.Optimize();
                }
            }
    
            /// <summary>
            /// 是否存在指定的索引文档
            /// </summary>
            /// <param name="indexDir"></param>
            /// <param name="keyFiledName"></param>
            /// <param name="keyFileValue"></param>
            /// <returns></returns>
            public static bool ExistsDocument(string indexDir, string keyFiledName, object keyFileValue)
            {
                FSDirectory directory = FSDirectory.Open(new DirectoryInfo(indexDir), new NativeFSLockFactory());
                if (!IndexReader.IndexExists(directory))
                {
                    return false;
                }
    
                var reader = IndexReader.Open(directory, true);
    
                return reader.DocFreq(new Term(keyFiledName, keyFileValue.ToString())) > 0;
            }
    
            /// <summary>
            /// 查询索引匹配到的记录
            /// </summary>
            /// <typeparam name="TResult"></typeparam>
            /// <param name="indexDir"></param>
            /// <param name="buildQueryAction"></param>
            /// <param name="getSortFieldsFunc"></param>
            /// <param name="buildResultFunc"></param>
            /// <param name="topCount"></param>
            /// <param name="needHighlight"></param>
            /// <returns></returns>
            public static List<TResult> SearchIndex<TResult>(string indexDir, Func<BooleanQuery, IDictionary<string, string>> buildQueryAction,
                Func<IEnumerable<SortField>> getSortFieldsFunc, Func<Document, TResult> buildResultFunc, bool needHighlight = true, int topCount = 0)
            {
                FSDirectory directory = FSDirectory.Open(new DirectoryInfo(indexDir), new NoLockFactory());
    
                if (!IndexReader.IndexExists(directory))
                {
                    return new List<TResult>();
                }
    
                IndexReader reader = IndexReader.Open(directory, true);
                IndexSearcher searcher = new IndexSearcher(reader);
    
                BooleanQuery bQuery = new BooleanQuery();
                var keyWords = buildQueryAction(bQuery);
    
                Sort sort = null;
                var sortFields = getSortFieldsFunc();
                if (sortFields != null)
                {
                    sort = new Sort();
                    sort.SetSort(sortFields.ToArray());
                }
    
                topCount = topCount > 0 ? topCount : int.MaxValue;//当未指定TOP值,则设置最大值以表示获取全部
                TopDocs resultDocs = null;
                if (sort != null)
                {
                    resultDocs = searcher.Search(bQuery, null, topCount, sort);
                }
                else
                {
                    resultDocs = searcher.Search(bQuery, null, topCount);
                }
    
                if (topCount > resultDocs.TotalHits)
                {
                    topCount = resultDocs.TotalHits;
                }
    
                Dictionary<string, PropertyInfo> highlightProps = null;
                List<TResult> results = new List<TResult>();
                if (resultDocs != null)
                {
                    for (int i = 0; i < topCount; i++)
                    {
                        Document doc = searcher.Doc(resultDocs.ScoreDocs[i].Doc);
                        var model = buildResultFunc(doc);
                        if (needHighlight)
                        {
                            model = SetHighlighter(keyWords, model, ref highlightProps);
                        }
    
                        results.Add(model);
                    }
                }
    
                return results;
    
            }
    
            /// <summary>
            /// 分页查询索引匹配到的记录
            /// </summary>
            /// <typeparam name="TResult"></typeparam>
            /// <param name="indexDir"></param>
            /// <param name="buildQueryAction"></param>
            /// <param name="getSortFieldsFunc"></param>
            /// <param name="buildResultFunc"></param>
            /// <param name="pageSize"></param>
            /// <param name="page"></param>
            /// <param name="totalCount"></param>
            /// <param name="needHighlight"></param>
            /// <returns></returns>
            public static List<TResult> SearchIndexByPage<TResult>(string indexDir, Func<BooleanQuery, IDictionary<string, string>> buildQueryAction,
                Func<IEnumerable<SortField>> getSortFieldsFunc, Func<Document, TResult> buildResultFunc, int pageSize, int page, out int totalCount, bool needHighlight = true)
            {
                FSDirectory directory = FSDirectory.Open(new DirectoryInfo(indexDir), new NoLockFactory());
    
                if (!IndexReader.IndexExists(directory))
                {
                    totalCount = 0;
                    return new List<TResult>();
                }
    
                IndexReader reader = IndexReader.Open(directory, true);
                IndexSearcher searcher = new IndexSearcher(reader);
    
                BooleanQuery bQuery = new BooleanQuery();
                var keyWords = buildQueryAction(bQuery);
    
                Sort sort = null;
                var sortFields = getSortFieldsFunc();
                if (sortFields != null)
                {
                    sort = new Sort();
                    sort.SetSort(sortFields.ToArray());
                }
    
                TopScoreDocCollector docCollector = TopScoreDocCollector.Create(1, true);
                searcher.Search(bQuery, docCollector);
                totalCount = docCollector.TotalHits;
    
                if (totalCount <= 0) return null;
    
                TopDocs resultDocs = searcher.Search(bQuery, null, pageSize * page, sort);
    
                Dictionary<string, PropertyInfo> highlightProps = null;
                List<TResult> results = new List<TResult>();
                int indexStart = (page - 1) * pageSize;
                int indexEnd = indexStart + pageSize;
                if (totalCount < indexEnd) indexEnd = totalCount;
    
                if (resultDocs != null)
                {
                    for (int i = indexStart; i < indexEnd; i++)
                    {
                        Document doc = searcher.Doc(resultDocs.ScoreDocs[i].Doc);
                        var model = buildResultFunc(doc);
                        if (needHighlight)
                        {
                            model = SetHighlighter(keyWords, model, ref highlightProps);
                        }
    
                        results.Add(model);
                    }
                }
    
                return results;
            }
    
    
    
            /// <summary>
            /// 设置结果高亮
            /// </summary>
            /// <typeparam name="T"></typeparam>
            /// <param name="dicKeywords"></param>
            /// <param name="model"></param>
            /// <param name="props"></param>
            /// <returns></returns>
            private static T SetHighlighter<T>(IDictionary<string, string> dicKeywords, T model, ref Dictionary<string, PropertyInfo> props)
            {
                SimpleHTMLFormatter simpleHTMLFormatter = new SimpleHTMLFormatter("<font color="red">", "</font>");
                Highlighter highlighter = new Highlighter(simpleHTMLFormatter, new Segment());
                highlighter.FragmentSize = 250;
    
                Type modelType = typeof(T);
                foreach (var item in dicKeywords)
                {
                    if (!string.IsNullOrWhiteSpace(item.Value))
                    {
                        if (props == null)
                        {
                            props = new Dictionary<string, PropertyInfo>();
                        }
    
                        if (!props.ContainsKey(item.Key))
                        {
                            props[item.Key] = modelType.GetProperty(item.Key, BindingFlags.IgnoreCase | BindingFlags.Public | BindingFlags.Instance);
                        }
    
                        var modelProp = props[item.Key];
                        if (modelProp.PropertyType == typeof(string))
                        {
                            string newValue = highlighter.GetBestFragment(item.Value, modelProp.GetValue(model).ToString());
                            if (!string.IsNullOrEmpty(newValue))
                            {
                                modelProp.SetValue(model, newValue);
                            }
                        }
                    }
                }
    
                return model;
            }
    
    
            /// <summary>
            /// 拆分关键词
            /// </summary>
            /// <param name="keywords"></param>
            /// <returns></returns>
            public static string GetKeyWordsSplitBySpace(string keyword)
            {
                PanGuTokenizer ktTokenizer = new PanGuTokenizer();
                StringBuilder result = new StringBuilder();
                ICollection<WordInfo> words = ktTokenizer.SegmentToWordInfos(keyword);
                foreach (WordInfo word in words)
                {
                    if (word == null)
                    {
                        continue;
                    }
                    result.AppendFormat("{0}^{1}.0 ", word.Word, (int)Math.Pow(3, word.Rank));
                }
                return result.ToString().Trim();
            }
    
            /// <summary>
            /// 【辅助方法】创建盘古查询对象
            /// </summary>
            /// <param name="field"></param>
            /// <param name="keyword"></param>
            /// <returns></returns>
            public static Query CreatePanGuQuery(string field, string keyword, bool needSplit = true)
            {
                if (needSplit)
                {
                    keyword = GetKeyWordsSplitBySpace(keyword);
                }
    
                QueryParser parse = new QueryParser(Lucene.Net.Util.Version.LUCENE_30, field, new PanGuAnalyzer());
                parse.DefaultOperator = QueryParser.Operator.OR;
                Query query = parse.Parse(keyword);
                return query;
            }
    
            /// <summary>
            /// 【辅助方法】创建盘古多字段查询对象
            /// </summary>
            /// <param name="keyword"></param>
            /// <param name="fields"></param>
            /// <returns></returns>
            public static Query CreatePanGuMultiFieldQuery(string keyword, bool needSplit, params string[] fields)
            {
                if (needSplit)
                {
                    keyword = GetKeyWordsSplitBySpace(keyword);
                }
    
                QueryParser parse = new MultiFieldQueryParser(Lucene.Net.Util.Version.LUCENE_30, fields, new PanGuAnalyzer());
                parse.DefaultOperator = QueryParser.Operator.OR;
                Query query = parse.Parse(keyword);
                return query;
            }
    
        }
    }
    

     里面除了使用了Lucene.Net nuget包,还单独引用了PanGu分词器及其相关组件,因为大多数情况下我们的内容会包含中文。如上代码就不再细讲了,注释得比较清楚了。下面贴出一些实际的用法:

    创建索引:

     SearchEngineUtil.AddIndex(GetSearchIndexDir(), post, (doc, data) => BuildPostSearchDocument(data, doc));
    
    
            private Document BuildPostSearchDocument(Post post, Document doc = null)
            {
    
                if (doc == null)
                {
                    doc = new Document();//创建Document
                }
    
                doc.Add(new Field("Id", post.Id.ToString(), Field.Store.YES, Field.Index.NOT_ANALYZED));
                doc.Add(new Field("Title", post.Title, Field.Store.YES, Field.Index.ANALYZED));
                doc.Add(new Field("Summary", post.Summary, Field.Store.YES, Field.Index.ANALYZED));
                doc.Add(new Field("CreateTime", post.CreateTime.ToString("yyyy/MM/dd HH:mm"), Field.Store.YES, Field.Index.NO));
                doc.Add(new Field("Author", post.IsOriginal ? (post.Creator ?? userQueryService.FindByName(post.CreateBy)).NickName : post.SourceBy, Field.Store.YES, Field.Index.NO));
    
                return doc;
            }
    

     删除索引:

     SearchEngineUtil.DeleteIndex(GetSearchIndexDir(), "Id", post.Id);
    

     更新索引:

    SearchEngineUtil.UpdateIndex(GetSearchIndexDir(), "Id", post.Id, BuildPostSearchDocument(post));
    

     分页查询:

                   var keyword = SearchEngineUtil.GetKeyWordsSplitBySpace("梦在旅途 中国梦");
                    var searchResult = SearchEngineUtil.SearchIndexByPage(indexDir, (bQuery) =>
                    {
                        var query = SearchEngineUtil.CreatePanGuMultiFieldQuery(keyword, false, "Title", "Summary");
                        bQuery.Add(query, Occur.SHOULD);
                        return new Dictionary<string, string> {
                        { "Title",keyword},{"Summary",keyword}
                        };
                    }, () =>
                    {
                        return new[] { new SortField("Id", SortField.INT, true) };
                    }, doc =>
                    {
                        return new PostSearchInfoDto
                        {
                            Id = doc.Get("Id"),
                            Title = doc.Get("Title"),
                            Summary = doc.Get("Summary"),
                            Author = doc.Get("Author"),
                            CreateTime = doc.Get("CreateTime")
                        };
    
                    }, pageSize, pageNo, out totalCount);
    

    其它的还有:判断索引中的指定文档记录存不存在、查询符合条件的索引文档等在此没有列出,大家有兴趣的可以COPY到自己的项目中测试一下。

    这里可以看一下我在自己的项目中(个人全新改版的自己博客,还在开发中)应用搜索场景的效果:

     

    最后说明的是:Lucene并不是一个完整的全文检索引擎,但了解它对于学习elasticsearch、solr还是有一定的帮助,目前一般应用于实际的生产项目中,多半是使用更高层的elasticsearch、solr。

     (本文中的代码我是今年很早前就写好了,只是今天才分享出来)

    我喜欢对一些常用的组件进行封装,比如过往封装有:

    基于MongoDb官方C#驱动封装MongoDbCsharpHelper类(CRUD类)

    基于RabbitMQ.Client组件实现RabbitMQ可复用的 ConnectionPool(连接池)

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  • 原文地址:https://www.cnblogs.com/zuowj/p/11689563.html
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