Lucene.net:查询并使用过滤器来限制结果

时间:2011-09-30 15:24:06

标签: c# .net full-text-search lucene.net

像往常一样,我转向Stackoverflow用户群的巨大脑力,以帮助解决我正在与之抗争的Lucene.NET问题。首先,当谈到Lucene和Lucene.NET时,我是一个完整的菜鸟,通过在线使用分散的教程和代码片段,我为我的场景拼凑了以下解决方案。

情景

我有以下结构的索引:

---------------------------------------------------------
| id  |    date    | security |           text          |
---------------------------------------------------------
|  1  | 2011-01-01 | -1-12-4- | some analyzed text here |
---------------------------------------------------------
|  2  | 2011-01-01 |  -11-3-  | some analyzed text here |
---------------------------------------------------------
|  3  | 2011-01-01 |    -1-   | some analyzed text here |
---------------------------------------------------------

我需要能够查询文本字段,但将结果限制为具有特定roleId的用户。

为实现这一目标,我想到的是(经过多次,多次访问谷歌之后)使用“安全字段”和Lucene过滤器来限制结果集,如下所述:

class SecurityFilter : Lucene.Net.Search.Filter
{
    public override System.Collections.BitArray Bits(Lucene.Net.Index.IndexReader indexReader)
    {
        BitArray bitarray = new BitArray(indexReader.MaxDoc());

        for (int i = 0; i < bitarray.Length; i++)
        {
            if (indexReader.Document(i).Get("security").Contains("-1-"))
            {
                bitarray.Set(i, true);
            }
        }

        return bitarray;
    }
}

......然后......

Lucene.Net.Search.Sort sort = new Lucene.Net.Search.Sort(new Lucene.Net.Search.SortField("date", true));
Lucene.Net.Analysis.Standard.StandardAnalyzer analyzer = new Lucene.Net.Analysis.Standard.StandardAnalyzer(Lucene.Net.Util.Version.LUCENE_29);
Lucene.Net.Search.IndexSearcher searcher = new Lucene.Net.Search.IndexSearcher(Lucene.Net.Store.FSDirectory.Open(indexDirectory), true);
Lucene.Net.QueryParsers.QueryParser parser = new Lucene.Net.QueryParsers.QueryParser(Lucene.Net.Util.Version.LUCENE_29, "text", analyzer);
Lucene.Net.Search.Query query = parser.Parse("some search phrase");
SecurityFilter filter = new SecurityFilter();
Lucene.Net.Search.Hits hits = searcher.Search(query, filter, sort);

这按预期工作,只返回id为1和3的文档。问题是在大型索引上,这个过程变得非常慢。

最后,我的问题......有没有人有关于如何加快速度的提示,或者有一个比我在这里提出的更有效的替代解决方案?

2 个答案:

答案 0 :(得分:6)

如果您将安全字段编入索引(以便将安全字符串拆分为1 12 4 ...)

你可以像这样创建一个过滤器

Filter filter = new QueryFilter(new TermQuery(new Term("security ", "1")));

形成类似some text +security:1

的查询

答案 1 :(得分:5)

我用一个简单的例子改变了我的答案,解释了我在之前的答案中的含义。

我很快就做到了,并没有尊重最佳做法,但它应该给你这个想法。

请注意,安全字段需要进行标记,以便其中的每个ID都是单独的标记,例如使用WhitespaceAnalyzer

using System;
using System.Collections.Generic;
using System.Linq;
using System.Text;
using Lucene.Net.Search;
using Lucene.Net.Documents;
using Lucene.Net.Index;
using Lucene.Net.Analysis.Standard;
using System.IO;

namespace ConsoleApplication1
{
    class Program
    {
        public class RoleFilterCache
        {
            static public Dictionary<string, Filter> Cache = new Dictionary<string,Filter>();

            static public Filter Get(string role)
            {
                Filter cached = null;
                if (!Cache.TryGetValue(role, out cached))
                {
                    return null;
                }
                return cached;
            }

            static public void Put(string role, Filter filter)
            {
                if (role != null)
                {
                    Cache[role] = filter;
                }
            }
        }

        public class User
        {
            public string Username;
            public List<string> Roles;
        }

        public static Filter GetFilterForUser(User u)
        {
            BooleanFilter userFilter = new BooleanFilter();
            foreach (string rolename in u.Roles)
            {   
                // call GetFilterForRole and add to the BooleanFilter
                userFilter.Add(
                    new BooleanFilterClause(GetFilterForRole(rolename), BooleanClause.Occur.SHOULD)
                );
            }
            return userFilter;
        }

        public static Filter GetFilterForRole(string role)
        {
            Filter roleFilter = RoleFilterCache.Get(role);
            if (roleFilter == null)
            {
                roleFilter =
                    // the caching wrapper filter makes it cache the BitSet per segmentreader
                    new CachingWrapperFilter(
                        // builds the filter from the index and not from iterating
                        // stored doc content which is much faster
                        new QueryWrapperFilter(
                            new TermQuery(
                                new Term("security", role)
                            )
                        )
                );
                // put in cache
                RoleFilterCache.Put(role, roleFilter);
            }
            return roleFilter;
        }


        static void Main(string[] args)
        {
            IndexWriter iw = new IndexWriter(new FileInfo("C:\\example\\"), new StandardAnalyzer(), true);
            Document d = new Document();

            Field aField = new Field("content", "", Field.Store.YES, Field.Index.ANALYZED);
            Field securityField = new Field("security", "", Field.Store.NO, Field.Index.ANALYZED);

            d.Add(aField);
            d.Add(securityField);

            aField.SetValue("Only one can see.");
            securityField.SetValue("1");
            iw.AddDocument(d);
            aField.SetValue("One and two can see.");
            securityField.SetValue("1 2");
            iw.AddDocument(d);
            aField.SetValue("One and two can see.");
            securityField.SetValue("1 2");
            iw.AddDocument(d);
            aField.SetValue("Only two can see.");
            securityField.SetValue("2");
            iw.AddDocument(d);

            iw.Close();

            User userone = new User()
            {
                Username = "User one",
                Roles = new List<string>()
            };
            userone.Roles.Add("1");
            User usertwo = new User()
            {
                Username = "User two",
                Roles = new List<string>()
            };
            usertwo.Roles.Add("2");
            User userthree = new User()
            {
                Username = "User three",
                Roles = new List<string>()
            };
            userthree.Roles.Add("1");
            userthree.Roles.Add("2");

            PhraseQuery phraseQuery = new PhraseQuery();
            phraseQuery.Add(new Term("content", "can"));
            phraseQuery.Add(new Term("content", "see"));

            IndexSearcher searcher = new IndexSearcher("C:\\example\\", true);

            Filter securityFilter = GetFilterForUser(userone);
            TopDocs results = searcher.Search(phraseQuery, securityFilter,25);
            Console.WriteLine("User One Results:");
            foreach (var aResult in results.ScoreDocs)
            {
                Console.WriteLine(
                    searcher.Doc(aResult.doc).
                    Get("content")
                );
            }
            Console.WriteLine("\n\n");

            securityFilter = GetFilterForUser(usertwo);
            results = searcher.Search(phraseQuery, securityFilter, 25);
            Console.WriteLine("User two Results:");
            foreach (var aResult in results.ScoreDocs)
            {
                Console.WriteLine(
                    searcher.Doc(aResult.doc).
                    Get("content")
                );
            }
            Console.WriteLine("\n\n");

            securityFilter = GetFilterForUser(userthree);
            results = searcher.Search(phraseQuery, securityFilter, 25);
            Console.WriteLine("User three Results (should see everything):");
            foreach (var aResult in results.ScoreDocs)
            {
                Console.WriteLine(
                    searcher.Doc(aResult.doc).
                    Get("content")
                );
            }
            Console.WriteLine("\n\n");
            Console.ReadKey();
        }
    }
}
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