记一次企业级爬虫系统升级改造（五）：基于JieBaNet+Lucene.Net实现全文搜索

实现效果：

　　上一篇文章有附全文搜索结果的设计图，下面截一张开发完成上线后的实图：

　　基本风格是模仿的百度搜索结果，绿色的分页略显小清新。

　　目前已采集并创建索引的文章约3W多篇，索引文件不算太大，查询速度非常棒。

　　

刀不磨要生锈，人不学要落后。每天都要学一些新东西。 

基本技术介绍：

　　还记得上一次做全文搜索是在2013年，主要核心设计与代码均是当时的架构师写的，自己只能算是全程参与。

　　当时使用的是经典搭配：盘古分词+Lucene.net。

　　前几篇文章有说到，盘古分词已经很多年不更新了，我在SupportYun系统一直引用的JieBaNet来做分词技术。

　　那么是否也有成型的JieBaNet+Lucene.Net的全文搜索方案呢？

　　经过多番寻找，在GitHub上面找到一个简易的例子：https://github.com/anderscui/jiebaForLuceneNet

　　博主下面要讲的实现方案就是从这个demo得到的启发，大家有兴趣可以去看看这个demo。

　　博主使用的具体版本：Lucene.net 3.0.3.0 ，JieBaNet 0.38.3.0(做过简易的调整与扩展，前面文章有讲到)

　　首先我们对Lucene.Net的分词器Tokenizer、分析器Analyzer做一个基于JieBaNet的扩展。

　　1.基于LuceneNet扩展的JieBa分析器JiebaForLuceneAnalyzer　　

    /// <summary>
    /// 基于LuceneNet扩展的JieBa分析器
    /// </summary>
    public class JiebaForLuceneAnalyzer : Analyzer
    {
        protected static readonly ISet<string> DefaultStopWords = StopAnalyzer.ENGLISH_STOP_WORDS_SET;

        private static ISet<string> StopWords;

        static JiebaForLuceneAnalyzer()
        {
            StopWords = new HashSet<string>();
            var stopWordsFile = Path.GetFullPath(JiebaNet.Analyser.ConfigManager.StopWordsFile);
            if (File.Exists(stopWordsFile))
            {
                var lines = File.ReadAllLines(stopWordsFile);
                foreach (var line in lines)
                {
                    StopWords.Add(line.Trim());
                }
            }
            else
            {
                StopWords = DefaultStopWords;
            }
        }

        public override TokenStream TokenStream(string fieldName, TextReader reader)
        {
            var seg = new JiebaSegmenter();
            TokenStream result = new JiebaForLuceneTokenizer(seg, reader);
            result = new LowerCaseFilter(result);
            result = new StopFilter(true, result, StopWords);
            return result;
        }
    }

　　2.基于LuceneNet扩展的JieBa分词器：JiebaForLuceneTokenizer

    /// <summary>
    /// 基于Lucene的JieBa分词扩展
    /// </summary>
    public class JiebaForLuceneTokenizer:Tokenizer
    {
        private readonly JiebaSegmenter segmenter;
        private readonly ITermAttribute termAtt;
        private readonly IOffsetAttribute offsetAtt;
        private readonly ITypeAttribute typeAtt;

        private readonly List<Token> tokens;
        private int position = -1;

        public JiebaForLuceneTokenizer(JiebaSegmenter seg, TextReader input):this(seg, input.ReadToEnd()) { }

        public JiebaForLuceneTokenizer(JiebaSegmenter seg, string input)
        {
            segmenter = seg;
            termAtt = AddAttribute<ITermAttribute>();
            offsetAtt = AddAttribute<IOffsetAttribute>();
            typeAtt = AddAttribute<ITypeAttribute>();

            var text = input;
            tokens = segmenter.Tokenize(text, TokenizerMode.Search).ToList();
        }

        public override bool IncrementToken()
        {
            ClearAttributes();
            position++;
            if (position < tokens.Count)
            {
                var token = tokens[position];
                termAtt.SetTermBuffer(token.Word);
                offsetAtt.SetOffset(token.StartIndex, token.EndIndex);
                typeAtt.Type = "Jieba";
                return true;
            }

            End();
            return false;
        }

        public IEnumerable<Token> Tokenize(string text, TokenizerMode mode = TokenizerMode.Search)
        {
            return segmenter.Tokenize(text, mode);
        }
    }

理想如果不向现实做一点点屈服，那么理想也将归于尘土。 

实现方案设计：

　　我们做全文搜索的设计时一定会考虑的一个问题就是：我们系统是分很多模块的，不同模块的字段差异很大，怎么才能实现同一个索引，既可以单个模块搜索又可以全站搜索，甚至按一些字段做条件来搜索呢？

　　这些也是SupportYun系统需要考虑的问题，因为目前的数据就天然的拆分成了活动、文章两个类别，字段也大有不同。博主想实现的是一个可以全站搜索（结果包括活动、文章），也可以在文章栏目/活动栏目分别搜索，并且可以按几个指定字段来做搜索条件。

　　要做一个这样的全文搜索功能，我们需要从程序设计上来下功夫。下面就介绍一下博主的设计方案：

　　一、索引创建

　　  

　　  1.我们设计一个IndexManager来处理最基本的索引创建、更新、删除操作。

public class IndexManager
    {
        /// <summary>
        /// 索引存储目录
        /// </summary>
        public static readonly string IndexStorePath = ConfigurationManager.AppSettings["IndexStorePath"];
        private IndexWriter indexWriter;
        private FSDirectory entityDirectory;

        ~IndexManager()
        {
            if (entityDirectory != null)
            {
                entityDirectory.Dispose();
            }
            if (indexWriter != null)
            {
                indexWriter.Dispose();
            }
        }

        /// <summary>
        /// 对内容新增索引
        /// </summary>
        public void BuildIndex(List<IndexContent> indexContents)
        {
            try
            {
                if (entityDirectory == null)
                {
                    entityDirectory = FSDirectory.Open(new DirectoryInfo(IndexStorePath));
                }
                if (indexWriter == null)
                {
                    Analyzer analyzer = new JiebaForLuceneAnalyzer();
                    indexWriter = new IndexWriter(entityDirectory, analyzer, IndexWriter.MaxFieldLength.LIMITED);
                }
                lock (IndexStorePath)
                {
                    foreach (var indexContent in indexContents)
                    {
                        var doc = GetDocument(indexContent);
                        indexWriter.AddDocument(doc);
                    }
                    indexWriter.Commit();
                    indexWriter.Optimize();
                    indexWriter.Dispose();
                }
            }
            catch (Exception exception)
            {
                LogUtils.ErrorLog(exception);
            }
            finally
            {
                if (entityDirectory != null)
                {
                    entityDirectory.Dispose();
                }
                if (indexWriter != null)
                {
                    indexWriter.Dispose();
                }
            }
        }

        /// <summary>
        /// 删除索引
        /// </summary>
        /// <param name="moduleType"></param>
        /// <param name="tableName">可空</param>
        /// <param name="rowID"></param>
        public void DeleteIndex(string moduleType, string tableName, string rowID)
        {
            try
            {
                if (entityDirectory == null)
                {
                    entityDirectory = FSDirectory.Open(new DirectoryInfo(IndexStorePath));
                }
                if (indexWriter == null)
                {
                    Analyzer analyzer = new JiebaForLuceneAnalyzer();
                    indexWriter = new IndexWriter(entityDirectory, analyzer, IndexWriter.MaxFieldLength.LIMITED);
                }
                lock (IndexStorePath)
                {
                    var query = new BooleanQuery
                    {
                        {new TermQuery(new Term("ModuleType", moduleType)), Occur.MUST},
                        {new TermQuery(new Term("RowId", rowID)), Occur.MUST}
                    };
                    if (!string.IsNullOrEmpty(tableName))
                    {
                        query.Add(new TermQuery(new Term("TableName", tableName)), Occur.MUST);
                    }

                    indexWriter.DeleteDocuments(query);
                    indexWriter.Commit();
                    indexWriter.Optimize();
                    indexWriter.Dispose();
                }
            }
            catch (Exception exception)
            {
                LogUtils.ErrorLog(exception);
            }
            finally
            {
                if (entityDirectory != null)
                {
                    entityDirectory.Dispose();
                }
                if (indexWriter != null)
                {
                    indexWriter.Dispose();
                }
            }
        }

        /// <summary>
        /// 更新索引
        /// </summary>
        /// <param name="indexContent"></param>
        public void UpdateIndex(IndexContent indexContent)
        {
            try
            {
                if (entityDirectory == null)
                {
                    entityDirectory = FSDirectory.Open(new DirectoryInfo(IndexStorePath));
                }
                if (indexWriter == null)
                {
                    Analyzer analyzer = new JiebaForLuceneAnalyzer();
                    indexWriter = new IndexWriter(entityDirectory, analyzer, IndexWriter.MaxFieldLength.LIMITED);
                }
                lock (IndexStorePath)
                {
                    var query = new BooleanQuery
                    {
                        {new TermQuery(new Term("ModuleType", indexContent.ModuleType)), Occur.MUST},
                        {new TermQuery(new Term("RowId", indexContent.RowId.ToString())), Occur.MUST}
                    };
                    if (!string.IsNullOrEmpty(indexContent.TableName))
                    {
                        query.Add(new TermQuery(new Term("TableName", indexContent.TableName)), Occur.MUST);
                    }

                    indexWriter.DeleteDocuments(query);
                   
                    var document = GetDocument(indexContent);
                    indexWriter.AddDocument(document);

                    indexWriter.Commit();
                    indexWriter.Optimize();
                    indexWriter.Dispose();
                }
            }
            catch (Exception exception)
            {
                LogUtils.ErrorLog(exception);
            }
            finally
            {
                if (entityDirectory != null)
                {
                    entityDirectory.Dispose();
                }
                if (indexWriter != null)
                {
                    indexWriter.Dispose();
                }
            }
        }

        private Document GetDocument(IndexContent indexContent)
        {
            var doc = new Document();
            doc.Add(new Field("ModuleType", indexContent.ModuleType, Field.Store.YES, Field.Index.NOT_ANALYZED));
            doc.Add(new Field("TableName", indexContent.TableName, Field.Store.YES, Field.Index.NOT_ANALYZED));
            doc.Add(new Field("RowId", indexContent.RowId.ToString().ToLower(), Field.Store.YES, Field.Index.NOT_ANALYZED));
            doc.Add(new Field("Title", indexContent.Title, Field.Store.YES, Field.Index.ANALYZED));
            doc.Add(new Field("IndexTextContent", ReplaceIndexSensitiveWords(indexContent.IndexTextContent), Field.Store.YES, Field.Index.ANALYZED));
            doc.Add(new Field("CollectTime", indexContent.CollectTime.ToString("yyyy-MM-dd HH:mm:ss"),Field.Store.YES, Field.Index.NO));

            // 预留
            doc.Add(new Field("Tag1", indexContent.Tag1.Value, GetStoreEnum(indexContent.Tag1.Store)
                , GetIndexEnum(indexContent.Tag1.Index)));
            doc.Add(new Field("Tag2", indexContent.Tag2.Value, GetStoreEnum(indexContent.Tag2.Store)
                , GetIndexEnum(indexContent.Tag2.Index)));
            doc.Add(new Field("Tag3", indexContent.Tag3.Value, GetStoreEnum(indexContent.Tag3.Store)
                , GetIndexEnum(indexContent.Tag3.Index)));
            doc.Add(new Field("Tag4", indexContent.Tag4.Value, GetStoreEnum(indexContent.Tag4.Store)
                , GetIndexEnum(indexContent.Tag4.Index)));
            doc.Add(new Field("Tag5", indexContent.Tag5.Value, GetStoreEnum(indexContent.Tag5.Store)
                , GetIndexEnum(indexContent.Tag5.Index)));
            doc.Add(new Field("Tag6", indexContent.Tag6.Value, GetStoreEnum(indexContent.Tag6.Store)
                , GetIndexEnum(indexContent.Tag6.Index)));
            doc.Add(new Field("Tag7", indexContent.Tag7.Value, GetStoreEnum(indexContent.Tag7.Store)
                , GetIndexEnum(indexContent.Tag7.Index)));
            doc.Add(new Field("Tag8", indexContent.Tag8.Value, GetStoreEnum(indexContent.Tag8.Store)
                , GetIndexEnum(indexContent.Tag8.Index)));
            var field = new NumericField("FloatTag9", GetStoreEnum(indexContent.FloatTag9.Store),
                indexContent.FloatTag9.Index != IndexEnum.NotIndex);
            field = field.SetFloatValue(indexContent.FloatTag9.Value);
            doc.Add(field);
            field = new NumericField("FloatTag10", GetStoreEnum(indexContent.FloatTag10.Store),
                indexContent.FloatTag10.Index != IndexEnum.NotIndex);
            field = field.SetFloatValue(indexContent.FloatTag10.Value);
            doc.Add(field);
            return doc;
        }

        /// <summary>
        /// 权益方法，临时使用
        /// 去除文本中非索引文本
        /// </summary>
        /// <param name="str"></param>
        /// <returns></returns>
        private string ReplaceIndexSensitiveWords(string str)
        {
            for (var i = 0; i < 3; i++)
            {
                str = str.Replace(" ", "");
                str = str.Replace("　", "").Replace("
", "");
            }
            return str;
        }

        private Field.Index GetIndexEnum(IndexEnum index)
        {
            switch (index)
            {
                case IndexEnum.NotIndex:
                    return Field.Index.NO;
                case IndexEnum.NotUseAnalyzerButIndex:
                    return Field.Index.NOT_ANALYZED;
                case IndexEnum.UseAnalyzerIndex:
                    return Field.Index.ANALYZED;
                default:
                    return Field.Index.NO;
            }
        }

        private Field.Store GetStoreEnum(bool store)
        {
            return store ? Field.Store.YES : Field.Store.NO;
        }
    }

　　  2.创建、更新使用到的标准数据类：IndexContent。

　　  我们设计TableName（对应DB表名）、RowId（对应DB主键）、CollectTime（对应DB数据创建时间）、ModuleType（所属系统模块）、Title（检索标题）、IndexTextContent（检索文本）等六个基础字段，所有模块需要创建索引必须构建该6个字段（大家可据具体情况扩展）。

　　  然后设计10个预留字段Tag1-Tag10，用以兼容各大模块其他不同字段。

　　  预留字段的存储、索引方式可独立配置。

    /// <summary>
    /// 索引内容扩展类
    /// 增加10个预留字段(8个文本型，2个数值型)
    /// </summary>
    public class IndexContent : BaseIndexContent
    {
        public IndexContent()
        {
            Tag1 = new IndexContentStringValue();
            Tag2 = new IndexContentStringValue();
            Tag3 = new IndexContentStringValue();
            Tag4 = new IndexContentStringValue();
            Tag5 = new IndexContentStringValue();
            Tag6 = new IndexContentStringValue();
            Tag7 = new IndexContentStringValue();
            Tag8 = new IndexContentStringValue();
            FloatTag9 = new IndexContentFloatValue();
            FloatTag10 = new IndexContentFloatValue();
        }

        /// <summary>
        /// 预留1
        /// </summary>
        public IndexContentStringValue Tag1 { get; set; }

        /// <summary>
        /// 预留2
        /// </summary>
        public IndexContentStringValue Tag2 { get; set; }

        /// <summary>
        /// 预留3
        /// </summary>
        public IndexContentStringValue Tag3 { get; set; }

        /// <summary>
        /// 预留4
        /// </summary>
        public IndexContentStringValue Tag4 { get; set; }

        /// <summary>
        /// 预留5
        /// </summary>
        public IndexContentStringValue Tag5 { get; set; }

        /// <summary>
        /// 预留6
        /// </summary>
        public IndexContentStringValue Tag6 { get; set; }

        /// <summary>
        /// 预留7
        /// </summary>
        public IndexContentStringValue Tag7 { get; set; }

        /// <summary>
        /// 预留8
        /// </summary>
        public IndexContentStringValue Tag8 { get; set; }

        /// <summary>
        /// 预留9(数值型)
        /// </summary>
        public IndexContentFloatValue FloatTag9 { get; set; }

        /// <summary>
        /// 预留10(数值型)
        /// </summary>
        public IndexContentFloatValue FloatTag10 { get; set; }
    }

    /// <summary>
    /// 索引值及方式
    /// </summary>
    public class IndexContentStringValue
    {
        public IndexContentStringValue()
        {
            Value = "";
            Store = true;
            Index = IndexEnum.NotIndex;
        }

        /// <summary>
        /// 字符值
        /// </summary>
        public string Value { get; set; }

        /// <summary>
        /// 是否存储
        /// </summary>
        public bool Store { get; set; }

        /// <summary>
        /// 索引&分词方式
        /// </summary>
        public IndexEnum Index { get; set; }
    }

    /// <summary>
    /// 索引值及方式
    /// </summary>
    public class IndexContentFloatValue
    {
        public IndexContentFloatValue()
        {
            Value = 0;
            Store = true;
            Index = IndexEnum.NotIndex;
        }

        /// <summary>
        /// 字符值
        /// </summary>
        public float Value { get; set; }

        /// <summary>
        /// 是否存储
        /// </summary>
        public bool Store { get; set; }

        /// <summary>
        /// 是否索引且分词
        /// </summary>
        public IndexEnum Index { get; set; }
    }

　　  其中BaseIndexContent含有六个基础字段。

　　  3.创建一个子模块索引构建器的接口：IIndexBuilder。

　　  各子模块通过继承实现IIndexBuilder，来实现索引的操作。

    /// <summary>
    /// 各子模块内容索引构建器接口
    /// </summary>
    public interface IIndexBuilder<TIndexContent>
    {
        /// <summary>
        /// 将内容集合建立索引
        /// </summary>
        void BuildIndex(List<TIndexContent> indexContents);

        /// <summary>
        /// 删除索引
        /// </summary>
        void DeleteIndex(string tableName, string rowID);

        /// <summary>
        /// 更新索引
        /// </summary>
        /// <param name="indexContents"></param>
        void UpdateIndex(List<TIndexContent> indexContents);
    }

　　  4.下面我们以活动模块为例，来实现索引创建。

　　　　a）首先创建一个基于活动模块的数据类：ActivityIndexContent，可以将我们需要索引或存储的字段都设计在内。

public class ActivityIndexContent
    {
        /// <summary>
        /// 关联表格名
        /// </summary>
        public string TableName { get; set; }

        /// <summary>
        /// 关联表格行ID
        /// </summary>
        public Guid RowId { get; set; }

        /// <summary>
        /// 采集分析时间
        /// </summary>
        public DateTime CollectTime { get; set; }

        public string Title { get; set; }

        /// <summary>
        /// 详情
        /// </summary>
        public string InformationContent { get; set; }

        /// <summary>
        /// 活动类别
        /// </summary>
        public List<ActivityType> ActivityTypes { get; set; }

        public Guid CityId { get; set; }

        /// <summary>
        /// 活动地址
        /// </summary>
        public string Address { get; set; }

        /// <summary>
        /// 活动日期
        /// </summary>
        public DateTime? ActivityDate { get; set; }

        /// <summary>
        /// 源链接
        /// </summary>
        public string Url { get; set; }

        /// <summary>
        /// 采集源名称
        /// </summary>
        public string SourceName { get; set; }

        /// <summary>
        /// 采集源主站地址
        /// </summary>
        public string SourceUrl { get; set; }

        /// <summary>
        /// 采集源官方热线
        /// </summary>
        public string SourceOfficialHotline { get; set; }
    }

　　　　b）我们再创建ActivityIndexBuilder并继承IIndexBuilder，实现其创建、更新、删除方法。

    /// <summary>
    /// 活动数据索引创建器
    /// </summary>
    public class ActivityIndexBuilder : IIndexBuilder<ActivityIndexContent>
    {
        public const string MODULETYPE = "活动";

        /// <summary>
        /// 创建索引
        /// </summary>
        /// <param name="activityIndexContents"></param>
        public void BuildIndex(List<ActivityIndexContent> activityIndexContents)
        {
            var indexManager = new IndexManager();
            var indexContents = activityIndexContents.Select(activityIndexContent => new IndexContent
            {
                ModuleType = MODULETYPE,
                TableName = activityIndexContent.TableName,
                RowId = activityIndexContent.RowId,
                Title = activityIndexContent.Title,
                IndexTextContent = activityIndexContent.InformationContent,
                CollectTime = activityIndexContent.CollectTime,
                Tag1 = new IndexContentStringValue
                {
                    // 活动分类
                    Value = activityIndexContent.GetActivityTypeStr()
                },
                Tag2 = new IndexContentStringValue
                {
                    // 源链接
                    Value = activityIndexContent.Url
                },
                Tag3 = new IndexContentStringValue
                {
                    // 采集源名称
                    Value = activityIndexContent.SourceName,
                    Index = IndexEnum.UseAnalyzerIndex
                },
                Tag4 = new IndexContentStringValue
                {
                    // 采集源官方热线
                    Value = activityIndexContent.SourceOfficialHotline
                },
                Tag5 = new IndexContentStringValue
                {
                    // 采集源主站地址
                    Value = activityIndexContent.SourceUrl
                },
                Tag6 = new IndexContentStringValue()
                {
                    // 采集活动举办城市ID
                    Value = activityIndexContent.CityId.ToString().ToLower(),
                    Index = IndexEnum.NotUseAnalyzerButIndex
                },
                Tag7 = new IndexContentStringValue()
                {
                    // 采集活动举办地址
                    Value = string.IsNullOrEmpty(activityIndexContent.Address)?"":activityIndexContent.Address
                },
                Tag8 = new IndexContentStringValue()
                {
                    // 采集活动举办时间
                    Value = activityIndexContent.ActivityDate.HasValue?activityIndexContent.ActivityDate.Value.ToString("yyyy年MM月dd日"):""
                }
            }).ToList();
            indexManager.BuildIndex(indexContents);
        }

        /// <summary>
        /// 删除索引
        /// </summary>
        /// <param name="tableName"></param>
        /// <param name="rowID"></param>
        public void DeleteIndex(string tableName, string rowID)
        {
            var indexManager = new IndexManager();
            indexManager.DeleteIndex(MODULETYPE, tableName, rowID);
        }

        /// <summary>
        /// 更新索引
        /// </summary>
        /// <param name="indexContents"></param>
        public void UpdateIndex(List<ActivityIndexContent> indexContents)
        {
            foreach (var indexContent in indexContents)
            {
                if (indexContent.RowId != Guid.Empty &&
                    indexContent.TableName != null)
                {
                    // 删除索引
                    this.DeleteIndex(indexContent.TableName,
                        indexContent.RowId.ToString().ToLower());
                }
            }

            // 添加索引
            this.BuildIndex(indexContents);
        }
    }

　　　　代码就不解释了，很简单。主要就是调用IndexManager来执行操作。

　　  我们只需要在需要创建活动数据索引的业务点，构建ActivityIndexBuilder对象，并构建ActivityIndexContent集合作为参数，调用BuildIndex方法即可。

　　二、全文搜索

　　  全文搜索我们采用同样的设计方式。

　　  1.设计一个抽象的搜索类：BaseIndexSearch，所有搜索模块（包括全站）均需继承它来实现搜索效果。

    public abstract class BaseIndexSearch<TIndexSearchResultItem>
        where TIndexSearchResultItem : IndexSearchResultItem
    {
        /// <summary>
        /// 索引存储目录
        /// </summary>
        private static readonly string IndexStorePath = ConfigurationManager.AppSettings["IndexStorePath"];
        private readonly string[] fieldsToSearch;
        protected static readonly SimpleHTMLFormatter formatter = new SimpleHTMLFormatter("<em>", "</em>");
        private static IndexSearcher indexSearcher = null;

        /// <summary>
        /// 索引内容命中片段大小
        /// </summary>
        public int FragmentSize { get; set; }

        /// <summary>
        /// 构造方法
        /// </summary>
        /// <param name="fieldsToSearch">搜索文本字段</param>
        protected BaseIndexSearch(string[] fieldsToSearch)
        {
            FragmentSize = 100;
            this.fieldsToSearch = fieldsToSearch;
        }

        /// <summary>
        /// 创建搜索结果实例
        /// </summary>
        /// <returns></returns>
        protected abstract TIndexSearchResultItem CreateIndexSearchResultItem();

        /// <summary>
        /// 修改搜索结果（主要修改tag字段对应的属性）
        /// </summary>
        /// <param name="indexSearchResultItem">搜索结果项实例</param>
        /// <param name="content">用户搜索内容</param>
        /// <param name="docIndex">索引库位置</param>
        /// <param name="doc">当前位置内容</param>
        /// <returns>搜索结果</returns>
        protected abstract void ModifyIndexSearchResultItem(ref TIndexSearchResultItem indexSearchResultItem, string content, int docIndex, Document doc);

        /// <summary>
        /// 修改筛选器（各模块）
        /// </summary>
        /// <param name="filter"></param>
        protected abstract void ModifySearchFilter(ref Dictionary<string, string> filter);

        /// <summary>
        /// 全库搜索
        /// </summary>
        /// <param name="content">搜索文本内容</param>
        /// <param name="filter">查询内容限制条件,默认为null，不限制条件.</param>
        /// <param name="fieldSorts">对字段进行排序</param>
        /// <param name="pageIndex">查询结果当前页，默认为1</param>
        /// <param name="pageSize">查询结果每页结果数，默认为20</param>
        public PagedIndexSearchResult<TIndexSearchResultItem> Search(string content
            , Dictionary<string, string> filter = null, List<FieldSort> fieldSorts = null
            , int pageIndex = 1, int pageSize = 20)
        {
            try
            {
                if (!string.IsNullOrEmpty(content))
                {
                    content = ReplaceIndexSensitiveWords(content);
                    content = GetKeywordsSplitBySpace(content,
                        new JiebaForLuceneTokenizer(new JiebaSegmenter(), content));
                }
                if (string.IsNullOrEmpty(content) || pageIndex < 1)
                {
                    throw new Exception("输入参数不符合要求（用户输入为空，页码小于等于1）");
                }

                var stopWatch = new Stopwatch();
                stopWatch.Start();

                Analyzer analyzer = new JiebaForLuceneAnalyzer();
                // 索引条件创建
                var query = MakeSearchQuery(content, analyzer);
                // 筛选条件构建
                filter = filter == null ? new Dictionary<string, string>() : new Dictionary<string, string>(filter);
                ModifySearchFilter(ref filter);
                Filter luceneFilter = MakeSearchFilter(filter);

                #region------------------------------执行查询---------------------------------------

                TopDocs topDocs;
                if (indexSearcher == null)
                {
                    var dir = new DirectoryInfo(IndexStorePath);
                    FSDirectory entityDirectory = FSDirectory.Open(dir);
                    IndexReader reader = IndexReader.Open(entityDirectory, true);
                    indexSearcher = new IndexSearcher(reader);
                }
                else
                {
                    IndexReader indexReader = indexSearcher.IndexReader;
                    if (!indexReader.IsCurrent())
                    {
                        indexSearcher.Dispose();
                        indexSearcher = new IndexSearcher(indexReader.Reopen());
                    }
                }
                // 收集器容量为所有
                int totalCollectCount = pageIndex*pageSize;
                Sort sort = GetSortByFieldSorts(fieldSorts);
                topDocs = indexSearcher.Search(query, luceneFilter, totalCollectCount, sort ?? Sort.RELEVANCE);

                #endregion

                #region-----------------------返回结果生成-------------------------------

                ScoreDoc[] hits = topDocs.ScoreDocs;
                var start = (pageIndex - 1)*pageSize + 1;
                var end = Math.Min(totalCollectCount, hits.Count());

                var result = new PagedIndexSearchResult<TIndexSearchResultItem>
                {
                    PageIndex = pageIndex,
                    PageSize = pageSize,
                    TotalRecords = topDocs.TotalHits
                };

                for (var i = start; i <= end; i++)
                {
                    var scoreDoc = hits[i - 1];
                    var doc = indexSearcher.Doc(scoreDoc.Doc);

                    var indexSearchResultItem = CreateIndexSearchResultItem();
                    indexSearchResultItem.DocIndex = scoreDoc.Doc;
                    indexSearchResultItem.ModuleType = doc.Get("ModuleType");
                    indexSearchResultItem.TableName = doc.Get("TableName");
                    indexSearchResultItem.RowId = Guid.Parse(doc.Get("RowId"));
                    if (!string.IsNullOrEmpty(doc.Get("CollectTime")))
                    {
                        indexSearchResultItem.CollectTime = DateTime.Parse(doc.Get("CollectTime"));
                    }
                    var title = GetHighlighter(formatter, FragmentSize).GetBestFragment(content, doc.Get("Title"));
                    indexSearchResultItem.Title = string.IsNullOrEmpty(title) ? doc.Get("Title") : title;
                    var text = GetHighlighter(formatter, FragmentSize)
                        .GetBestFragment(content, doc.Get("IndexTextContent"));
                    indexSearchResultItem.Content = string.IsNullOrEmpty(text)
                        ? (doc.Get("IndexTextContent").Length > 100
                            ? doc.Get("IndexTextContent").Substring(0, 100)
                            : doc.Get("IndexTextContent"))
                        : text;
                    ModifyIndexSearchResultItem(ref indexSearchResultItem, content, scoreDoc.Doc, doc);
                    result.Add(indexSearchResultItem);
                }
                stopWatch.Stop();
                result.Elapsed = stopWatch.ElapsedMilliseconds*1.0/1000;

                return result;

                #endregion
            }
            catch (Exception exception)
            {
                LogUtils.ErrorLog(exception);
                return null;
            }
        }

        private Sort GetSortByFieldSorts(List<FieldSort> fieldSorts)
        {
            if (fieldSorts == null)
            {
                return null;
            }
            return new Sort(fieldSorts.Select(fieldSort => new SortField(fieldSort.FieldName, SortField.FLOAT, !fieldSort.Ascend)).ToArray());
        }

        private static Filter MakeSearchFilter(Dictionary<string, string> filter)
        {
            Filter luceneFilter = null;
            if (filter != null && filter.Keys.Any())
            {
                var booleanQuery = new BooleanQuery();
                foreach (KeyValuePair<string, string> keyValuePair in filter)
                {
                    var termQuery = new TermQuery(new Term(keyValuePair.Key, keyValuePair.Value));
                    booleanQuery.Add(termQuery, Occur.MUST);
                }
                luceneFilter = new QueryWrapperFilter(booleanQuery);
            }
            return luceneFilter;
        }

        private Query MakeSearchQuery(string content, Analyzer analyzer)
        {
            var query = new BooleanQuery();
            // 总查询参数
            // 属性查询
            if (!string.IsNullOrEmpty(content))
            {
                QueryParser parser = new MultiFieldQueryParser(Version.LUCENE_30, fieldsToSearch, analyzer);
                Query queryObj;
                try
                {
                    queryObj = parser.Parse(content);
                }
                catch (ParseException parseException)
                {
                    throw new Exception("在FileLibraryIndexSearch中构造Query时出错。", parseException);
                }
                query.Add(queryObj, Occur.MUST);
            }
            return query;
        }

        private string GetKeywordsSplitBySpace(string keywords, JiebaForLuceneTokenizer jiebaForLuceneTokenizer)
        {
            var result = new StringBuilder();

            var words = jiebaForLuceneTokenizer.Tokenize(keywords);

            foreach (var word in words)
            {
                if (string.IsNullOrWhiteSpace(word.Word))
                {
                    continue;
                }

                result.AppendFormat("{0} ", word.Word);
            }

            return result.ToString().Trim();
        }

        private string ReplaceIndexSensitiveWords(string str)
        {
            str = str.Replace("+", "");
            str = str.Replace("+", "");
            str = str.Replace("-", "");
            str = str.Replace("-", "");
            str = str.Replace("!", "");
            str = str.Replace("！", "");
            str = str.Replace("(", "");
            str = str.Replace(")", "");
            str = str.Replace("（", "");
            str = str.Replace("）", "");
            str = str.Replace(":", "");
            str = str.Replace("：", "");
            str = str.Replace("^", "");
            str = str.Replace("[", "");
            str = str.Replace("]", "");
            str = str.Replace("【", "");
            str = str.Replace("】", "");
            str = str.Replace("{", "");
            str = str.Replace("}", "");
            str = str.Replace("{", "");
            str = str.Replace("}", "");
            str = str.Replace("~", "");
            str = str.Replace("~", "");
            str = str.Replace("*", "");
            str = str.Replace("*", "");
            str = str.Replace("?", "");
            str = str.Replace("？", "");
            return str;
        }

        protected Highlighter GetHighlighter(Formatter formatter, int fragmentSize)
        {
            var highlighter = new Highlighter(formatter, new Segment()) { FragmentSize = fragmentSize };
            return highlighter;
        }
    }

　　  几个protected abstract方法，是需要继承的子类来实现的。

　　  其中为了实现搜索结果对命中关键词进行高亮显示，特引用了盘古分词的Highlighter。原则是此处应该是参照盘古分词的源码，自己使用JieBaNet来做实现的，由于工期较紧，直接引用了盘古。

　　  2.我们设计一个IndexSearchResultItem，表示搜索结果的基类。

    /// <summary>
    /// 全库搜索结果单项内容
    /// </summary>
    public  class IndexSearchResultItem
    {
        /// <summary>
        /// 内容索引
        /// </summary>
        public int DocIndex { get; set; }

        /// <summary>
        /// 模块类别
        /// </summary>
        public string ModuleType { get; set; }

        /// <summary>
        /// 表名
        /// </summary>
        public string TableName { get; set; }

        /// <summary>
        /// 行号
        /// </summary>
        public Guid RowId { get; set; }

        /// <summary>
        /// 文档标题
        /// </summary>
        public string Title { get; set; }

        /// <summary>
        /// 文档内容片段
        /// </summary>
        public string Content { get; set; }

        public DateTime? CollectTime { get; set; }
    }

　　  3.我们来看看具体的实现，先来看全站搜索的SearchService

    public class IndexSearch : BaseIndexSearch<IndexSearchResultItem>
    {
        public IndexSearch()
            : base(new[] { "IndexTextContent", "Title" })
        {
        }

        protected override IndexSearchResultItem CreateIndexSearchResultItem()
        {
            return new IndexSearchResultItem();
        }

        protected override void ModifyIndexSearchResultItem(ref IndexSearchResultItem indexSearchResultItem, string content,
            int docIndex, Document doc)
        {
            //不做修改
        }

        protected override void ModifySearchFilter(ref Dictionary<string, string> filter)
        {
            //不做筛选条件修改
        }
    }

　　  是不是非常简单。由于我们此处搜索的是全站，结果展示直接用基类，取出基本字段即可。

　　  4.再列举一个活动的搜索实现。

　　　　a）我们首先创建一个活动搜索结果类ActivityIndexSearchResultItem，继承自结果基类IndexSearchResultItem

    public class ActivityIndexSearchResultItem : IndexSearchResultItem
    {
        /// <summary>
        /// 活动类别
        /// </summary>
        public string ActivityTypes { get; set; }

        public Guid CityId { get; set; }

        /// <summary>
        /// 活动地址
        /// </summary>
        public string Address { get; set; }

        /// <summary>
        /// 活动日期
        /// </summary>
        public string ActivityDate { get; set; }

        /// <summary>
        /// 源链接
        /// </summary>
        public string Url { get; set; }

        /// <summary>
        /// 采集源名称
        /// </summary>
        public string SourceName { get; set; }

        /// <summary>
        /// 采集源主站地址
        /// </summary>
        public string SourceUrl { get; set; }

        /// <summary>
        /// 采集源官方热线
        /// </summary>
        public string SourceOfficialHotline { get; set; }
    }

　　　　b）然后创建活动模块的搜索服务：ActivityIndexSearch，同样需要继承BaseIndexSearch，这时候ActivityIndexSearch只需要相对全站搜索修改几个参数即可。

    public class ActivityIndexSearch: BaseIndexSearch<ActivityIndexSearchResultItem>
    {
        public ActivityIndexSearch()
            : base(new[] { "IndexTextContent", "Title" })
        {
        }

        protected override ActivityIndexSearchResultItem CreateIndexSearchResultItem()
        {
            return new ActivityIndexSearchResultItem();
        }

        protected override void ModifyIndexSearchResultItem(ref ActivityIndexSearchResultItem indexSearchResultItem, string content,
            int docIndex, Document doc)
        {
            indexSearchResultItem.ActivityTypes = doc.Get("Tag1");
            indexSearchResultItem.Url = doc.Get("Tag2");
            indexSearchResultItem.SourceName = doc.Get("Tag3");
            indexSearchResultItem.SourceOfficialHotline = doc.Get("Tag4");
            indexSearchResultItem.SourceUrl = doc.Get("Tag5");
            indexSearchResultItem.CityId=new Guid(doc.Get("Tag6"));
            indexSearchResultItem.Address = doc.Get("Tag7");
            indexSearchResultItem.ActivityDate = doc.Get("Tag8");
        }

        protected override void ModifySearchFilter(ref Dictionary<string, string> filter)
        {
            filter.Add("ModuleType", "活动");
        }
    }

　　　　筛选条件加上模块=活动，返回结果数据类指定，活动特有字段返回赋值。

　　  业务调用就非常简单了。

　　  全站全文搜索：我们直接new IndexSearch()，然后调用其Search()方法

　　  活动全文搜索：我们直接new ActivityIndexSearch()，然后调用其Search()方法

　　  Search()方法几个参数：

　　　　///<param name="content">搜索文本内容</param>
　　　　/// <param name="filter">查询内容限制条件,默认为null，不限制条件.</param>
　　　　/// <param name="fieldSorts">对字段进行排序</param>
　　　　/// <param name="pageIndex">查询结果当前页，默认为1</param>
　　　　/// <param name="pageSize">查询结果每页结果数，默认为20</param>

 如果我们用软能力而不是用技术能力来区分程序员的好坏 – 是不是有那么点反常和变态。

　　很多思路均来源于13年那次做全文搜索，跟当时的架构师学习的。

　　在此表示感谢。

原创文章，代码都是从自己项目里贴出来的。转载请注明出处哦，亲~~~