solr+jieba結巴分詞


為什么選擇結巴分詞

  • 分詞效率高
  • 詞料庫構建時使用的是jieba (python)

結巴分詞Java版本

  • 下載
git clone https://github.com/huaban/jieba-analysis
  • 編譯
cd jieba-analysis
mvn install
  • 注意
如果mvn版本較高,需要修改pom.xml文件,在plugins前面增加 

solr tokenizer版本

支持solr 6或7或更高

如果你的solr像我一樣,版本比較新,需要對代碼稍做修改,但改動其實不大。(根據給編譯時報的錯誤做修改即可)

build.gradle的diff

diff --git a/build.gradle b/build.gradle
index 2a87525..06c5cc3 100644
--- a/build.gradle
+++ b/build.gradle
@@ -1,4 +1,4 @@
-group = 'analyzer.solr5'
+group = 'analyzer.solr7'
version = '1.0'
apply plugin: 'java'
apply plugin: "eclipse"
@@ -14,15 +14,14 @@ repositories {
dependencies {
testCompile group: 'junit', name: 'junit', version: '4.11'

- compile("org.apache.lucene:lucene-core:5.0.0")
- compile("org.apache.lucene:lucene-queryparser:5.0.0")
- compile("org.apache.lucene:lucene-analyzers-common:5.0.0")
- compile('com.huaban:jieba-analysis:1.0.0')
-// compile("org.fnlp:fnlp-core:2.0-SNAPSHOT")
+ compile("org.apache.lucene:lucene-core:7.1.0")
+ compile("org.apache.lucene:lucene-queryparser:7.1.0")
+ compile("org.apache.lucene:lucene-analyzers-common:7.1.0")
+ compile files('libs/jieba-analysis-1.0.3.jar')
compile("edu.stanford.nlp:stanford-corenlp:3.5.1")
}

task "create-dirs" << {
sourceSets*.java.srcDirs*.each { it.mkdirs() }
sourceSets*.resources.srcDirs*.each { it.mkdirs() }
-}
\ No newline at end of file
+}

編譯

./gladlew build

集成到solr

拷貝jar包到solr的目錄下:server/solr-webapp/webapp/WEB-INF/lib

schema修改

    <fieldType name="text_jieba" class="solr.TextField" positionIncrementGap="100">
      <analyzer type="index">
        <tokenizer class="analyzer.solr7.jieba.JiebaTokenizerFactory"  segMode="SEARCH"/>
        <filter class="solr.StopFilterFactory" ignoreCase="true" words="lang/stopwords_ch.txt" />
        <filter class="solr.LowerCaseFilterFactory"/>
        <filter class="solr.SnowballPorterFilterFactory" language="English"/>
      </analyzer>
      <analyzer type="query">
        <tokenizer class="analyzer.solr7.jieba.JiebaTokenizerFactory"  segMode="SEARCH"/>
        <filter class="solr.StopFilterFactory" ignoreCase="true" words="lang/stopwords_ch.txt" />
        <filter class="solr.SynonymFilterFactory" synonyms="synonyms.txt" ignoreCase="true" expand="true"/>
        <filter class="solr.LowerCaseFilterFactory"/>
        <filter class="solr.SnowballPorterFilterFactory" language="English"/>
      </analyzer>
    </fieldType>


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