关于Lucene 3.0升级到Lucene 4.x 备忘
最近,需要对项目进行lucene版本升级。而原来项目时基于lucene 3.0的,很古老的一个版本的了。在老版本中中,我们主要用了几个lucene的东西:
1、查询lucene多目录索引。
2、构建RAMDirectory,把索引放到内存中,以提高检索效率。
3、构建Lucene自定义分词。
4、修改Lucene默认的打分算法。
下面,将代码改造前和改造后做一对比:
1. 搜索多索引目录
3.0 构建多索引目录:
1 // 初始化全国索引 2 private boolean InitGlobal(String strRootPath) { 3 try { 4 5 IndexSearcher[] searchers = new IndexSearcher[2]; 6 7 MultiSearcher globalSearcher = null; 8 if (Configution.IsMMap.equalsIgnoreCase("true")) { 9 10 searchers[0] = new IndexSearcher(new RAMDirectory(FSDirectory 11 .open(new File(strRootPath + "/" + GLABOL_INDEX)))); 12 searchers[1] = new IndexSearcher(new RAMDirectory(FSDirectory 13 .open(new File(strRootPath + "/" + BUS_INDEX)))); 14 // searchers[2] = new IndexSearcher(new RAMDirectory(FSDirectory 15 // .open(new File(strRootPath + "/" + LU_INDEX)))); 16 globalSearcher = new MultiSearcher(searchers); 17 } else { 18 searchers[0] = new IndexSearcher(FSDirectory.open(new File( 19 strRootPath + "/" + GLABOL_INDEX))); 20 searchers[1] = new IndexSearcher(FSDirectory.open(new File( 21 strRootPath + "/" + BUS_INDEX))); 22 // searchers[2] = new IndexSearcher(FSDirectory.open(new File( 23 // strRootPath + "/" + LU_INDEX))); 24 25 globalSearcher = new MultiSearcher(searchers); 26 } 27 System.out.println("finish Global"); 28 29 m_mapIndexName2Searcher.put("0", globalSearcher); 30 m_mapAdmin2IndexName.put("0", "0"); 31 32 return true; 33 34 } catch (Exception e) { 35 e.printStackTrace(); 36 SearchLog.SearchLog.error("全国索引初始化异常"); 37 return false; 38 } 39 }
Ok,使用MultiSearcher,这是lucene低版本搜索多索引的解决方案。但是在高版本,MutiSearcher这个类本身都删除了,折腾我很长时间。可见以版本帝著称的Lucene代码设计不是太好。整个lucene代码,接口使用很少,大多是类和抽象类。
4.x 构建多索引目录:
// 初始化全国索引 private boolean InitGlobal(String strRootPath) { try { IndexSearcher globalSearcher = null; if (Configution.IsMMap.equalsIgnoreCase("true")) { IndexReader irGlobal = DirectoryReader.open(new RAMDirectory(FSDirectory .open(new File(strRootPath + "/" + GLABOL_INDEX)),new IOContext())); IndexReader irBus = DirectoryReader.open(new RAMDirectory(FSDirectory .open(new File(strRootPath + "/" + BUS_INDEX)),new IOContext())); MultiReader mr = new MultiReader(irGlobal,irBus); globalSearcher = new IndexSearcher(mr);//new MultiSearcher(searchers); } else { IndexReader irGlobal = DirectoryReader.open(FSDirectory .open(new File(strRootPath + "/" + GLABOL_INDEX))); IndexReader irBus = DirectoryReader.open(FSDirectory .open(new File(strRootPath + "/" + BUS_INDEX))); MultiReader mr = new MultiReader(irGlobal,irBus); globalSearcher = new IndexSearcher(mr);//new MultiSearcher(searchers); } System.out.println("finish Global"); m_mapIndexName2Searcher.put("0", globalSearcher); m_mapAdmin2IndexName.put("0", "0"); return true; } catch (Exception e) { e.printStackTrace(); SearchLog.SearchLog.error("全国索引初始化异常"); return false; } }
ok 改造后,直接用IndexSearcher替代MultiSearcher,通过传入MultiReader来检索多个索引目录。
2、构建RAMDirectory,将索引放入内存中。
3.0 构建内存索引目录:
searchers[0] = new IndexSearcher(new RAMDirectory(FSDirectory .open(new File(strRootPath + "/" + GLABOL_INDEX)))); searchers[1] = new IndexSearcher(new RAMDirectory(FSDirectory .open(new File(strRootPath + "/" + BUS_INDEX))));
直接将Diretory作为RAMDirectory的构造函数,注意这个动作有坑,如果数据量大,你要等很久的!
4.x 构建内存索引目录:
IndexReader irGlobal = DirectoryReader.open(new RAMDirectory(FSDirectory .open(new File(strRootPath + "/" + GLABOL_INDEX)),new IOContext())); IndexReader irBus = DirectoryReader.open(new RAMDirectory(FSDirectory .open(new File(strRootPath + "/" + BUS_INDEX)),new IOContext())); MultiReader mr = new MultiReader(irGlobal,irBus);
在4.x中,安装3.0构造方法是不行的,还需要传入一个IOContext对象,汗~~~~~~~~~~~~~~~~
3、自定义分词:
3.0 自定义分词:
public class SingleAnalyzer extends Analyzer { /** * @param args */ public TokenStream tokenStream(String fieldName, Reader reader){ TokenStream result = null; if(fieldName.equals("name")) { result = new SingleTokenizer(reader); } if(fieldName.equals("totalcity")) { result = new IKTokenizer(reader, false); } // result = new StandardFilter(result); // result = new LowerCaseFilter(result); // result = new StopFilter(result, stopSet); return result; } public static void main(String[] args) { // TODO Auto-generated method stub } }
重写tokenStream方法即可,很简单。
4.x自定义分词:
public class SingleAnalyzer extends Analyzer { /** * @param args */ // public TokenStream tokenStream(String fieldName, Reader reader){ // TokenStream result = null; // if(fieldName.equals("name")) // { // result = new SingleTokenizer(reader); // } // if(fieldName.equals("totalcity")) // { // result = new IKTokenizer(reader, false); // } // //// result = new StandardFilter(result); //// result = new LowerCaseFilter(result); // // result = new StopFilter(result, stopSet); // return result; // } @Override protected TokenStreamComponents createComponents(String fieldName, Reader reader) { // TODO Auto-generated method stub // final Tokenizer source = new ChineseTokenizer(reader); // return new TokenStreamComponents(source, new ChineseFilter(source)); Tokenizer source = null; if(fieldName.equals("name")){ source = new SingleTokenizer(reader); }else if(fieldName.equals("totalcity")){ source = new IKTokenizer(reader, false); } return new TokenStreamComponents(source, source); } }
OK,在4.x中你需要重写createComponents方法。
4、打分算法:
3.x和4.x打分算法变化不大,但是命名空间发生了变化,汗~~~~~~~~~~~~
3.x 命名空间:引入:import org.apache.lucene.search.DefaultSimilarity,命名空间在:org.apache.lucene.search
4.x命名空间:引入:import org.apache.lucene.search.similarities.*,命名空间在:org.apache.lucene.search.similarities。
5、查询表达式:主要体现在TermRangeQuery上,3.x版本的一个参数是string类型,但是在4.x版本变成了包了string一层的BytesRef,还有其他很多细节变化
3.x TermRangerQuery:
1 String left = Long 2 .toString((long) (rcBound.m_dLeft * COORDINATE_SCALE_FACTOR)); 3 String right = Long 4 .toString((long) (rcBound.m_dRight * COORDINATE_SCALE_FACTOR)); 5 String top = Long 6 .toString((long) (rcBound.m_dTop * COORDINATE_SCALE_FACTOR)); 7 String bottom = Long 8 .toString((long) (rcBound.m_dBottom * COORDINATE_SCALE_FACTOR)); 9 10 11 12 TermRangeQuery query1 = new TermRangeQuery("lon", left, right, 13 true, true); 14 TermRangeQuery query2 = new TermRangeQuery("lat", bottom, top, 15 true, true); 16 searchQuery.add(query1, BooleanClause.Occur.MUST); 17 searchQuery.add(query2, BooleanClause.Occur.MUST);
4.x TermRangerQuery:
String left = Long .toString((long) (rcBound.m_dLeft * COORDINATE_SCALE_FACTOR)); String right = Long .toString((long) (rcBound.m_dRight * COORDINATE_SCALE_FACTOR)); String top = Long .toString((long) (rcBound.m_dTop * COORDINATE_SCALE_FACTOR)); String bottom = Long .toString((long) (rcBound.m_dBottom * COORDINATE_SCALE_FACTOR)); BytesRef brLeft = new BytesRef(left); BytesRef brRight = new BytesRef(right); BytesRef brBottom = new BytesRef(bottom); BytesRef brTop = new BytesRef(top); TermRangeQuery query1 = new TermRangeQuery("lon", brLeft, brRight, true, true); TermRangeQuery query2 = new TermRangeQuery("lat", brBottom, brTop, true, true); searchQuery.add(query1, BooleanClause.Occur.MUST); searchQuery.add(query2, BooleanClause.Occur.MUST);
6、关闭IndexSearcher
3.x 关闭IndexSearcher直接调用close方法即可:
1 public void UnInit() { 2 if (!m_bIsInit) 3 return; 4 5 Iterator iter = m_mapIndexName2Searcher.keySet().iterator(); 6 7 while (iter.hasNext()) { 8 9 String key = (String) iter.next(); 10 11 MultiSearcher val = (MultiSearcher) m_mapIndexName2Searcher 12 .get(key); 13 14 try { 15 16 val.close();//关闭IndexSearcher 17 } catch (IOException e) { 18 e.printStackTrace(); 19 SearchLog.SearchLog.error("分级索引关闭异常"); 20 } 21 } 22 23 m_mapIndexName2Searcher.clear(); 24 m_mapAdmin2IndexName.clear(); 25 m_mapIndexName2Searcher = null; 26 m_mapAdmin2IndexName = null; 27 m_bIsInit = false; 28 }
4.x 关闭IndexSearcher 没有直接close的方法,需要getIndexReader 然后调用IndexReader的close方法:
1 public void UnInit() { 2 if (!m_bIsInit) 3 return; 4 5 Iterator iter = m_mapIndexName2Searcher.keySet().iterator(); 6 7 while (iter.hasNext()) { 8 9 String key = (String) iter.next(); 10 11 IndexSearcher val = (IndexSearcher) m_mapIndexName2Searcher 12 .get(key); 13 14 try { 15 val.getIndexReader().close();//关闭IndexSearcher 16 } catch (IOException e) { 17 e.printStackTrace(); 18 SearchLog.SearchLog.error("分级索引关闭异常"); 19 } 20 } 21 22 m_mapIndexName2Searcher.clear(); 23 m_mapAdmin2IndexName.clear(); 24 m_mapIndexName2Searcher = null; 25 m_mapAdmin2IndexName = null; 26 m_bIsInit = false; 27 }
总之,lucene版本变化很大,如果升级很多方法发送变化,您需要细致观察,多试试,才能升级。升级完成后,最好进行一次功能测试,有些功能可能发生变化甚至错误。升级Lucene不是一件好差事~~~~~~~~~
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