Elasticsearch自定义过滤插件实现复杂逻辑过滤

最近项目中遇到需要支持对搜索结果根据复杂权限规则来进行过滤,网上没有找到直接相关的资料,最后去官方文档找到了答案. 有时间还是多读读官方文档

使用query script可以进行自定义查询和过滤,ElasticSearch5.5以前默认使用groovy脚本,5.5之后默认使用painless脚本.我们用的ElasticSearch是2.4版本,ElasticSearch默认支持groovy脚本,groovy性能较低,官方建议使用groovy用于开发,生产建议使用nativeScript,也就是使用java编写plugin.

接下来说一下ElasticSearch2.4版本怎么写自定义过滤插件,其他版本基本上一样.

插件编写

官方演示代码

1. 插件项目结构

project
--src
----main
--------assemblies
------------plugin.xml
--------java
------------org.elasticsearch
------------plugin
----------------MyFilterScriptPlugin.java
----------------script
----------------FilterScript.java
--------resources
------------es-plugin.properties
----test
--pom.xml

2. 插件信息

  public class GroupIdFilterScriptPlugin extends Plugin {
  @Override
  public String name() {
      return "MyFilter";
  }

  @Override
  public String description() {
      return "the MyFilter native script use to handle complex Filter";
  }

  public void onModule(ScriptModule scriptModule) {
      scriptModule.registerScript("GroupIdsFilter", MyNativeScriptFactory.class);
  }

  public static class MyNativeScriptFactory implements NativeScriptFactory {
      @Override
      public ExecutableScript newScript(@Nullable Map<String, Object> params) {
        return new FilterScript(params);
      }

    @Override
    public boolean needsScores() {
        return false;
      }
  }
}

3. 插件script代码

public class FilterScript extends AbstractSearchScript {
    private Map<String, Object> params;

public FilterScript(@Nullable Map<String, Object> params) {
    this.params = params;
}


@Override
public Object run() {
    List<String> docValue = null;
    if (doc().get("userGroupIds") != null) {
        docValue = ((ScriptDocValues.Strings) doc().get("userGroupIds")).getValues();
    }
    if (docValue != null && docValue.size() > 0) {
        if (params.get("userGroupIds") != null) {
            return true;
        }
            return false;
    }
    return true;//返回值作为Filter的判断值,返回true,该文档命中
  }
}

4. POM文件

<?xml version="1.0" encoding="UTF-8"?>
<project xmlns="http://maven.apache.org/POM/4.0.0"
     xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
     xsi:schemaLocation="http://maven.apache.org/POM/4.0.0     http://maven.apache.org/xsd/maven-4.0.0.xsd">
<modelVersion>4.0.0</modelVersion>

<groupId>Infinitus-search</groupId>
<artifactId>GroupIdsFilter</artifactId>
<version>1.0-SNAPSHOT</version>
<packaging>jar</packaging>

<properties>
    <elasticsearch.version>2.4.0</elasticsearch.version>
    <elasticsearch.java.version>1.8</elasticsearch.java.version>
    <elasticsearch.plugin.classname>org.elasticsearch.plugin.GroupIdFilterScriptPlugin
    </elasticsearch.plugin.classname>
    <elasticsearch.plugin.name>GroupIdsFilter</elasticsearch.plugin.name>
    <elasticsearch.plugin.jvm>true</elasticsearch.plugin.jvm>
    <maven.compiler.target>1.8</maven.compiler.target>
    <tests.rest.load_packaged>false</tests.rest.load_packaged>
    <skip.unit.tests>true</skip.unit.tests>
</properties>

<dependencies>
    <dependency>
        <groupId>org.elasticsearch</groupId>
        <artifactId>elasticsearch</artifactId>
        <version>2.4.0</version>
        <scope>provided</scope>
    </dependency>
    <dependency>
        <groupId>commons-collections</groupId>
        <artifactId>commons-collections</artifactId>
        <version>3.2.1</version>
    </dependency>
</dependencies>
<build>
    <resources>
        <resource>
            <directory>src/main/resources</directory>
            <filtering>false</filtering>
            <excludes>
                <exclude>*.properties</exclude>
            </excludes>
        </resource>
    </resources>

    <plugins>
        <!-- ============================================================= -->
        <!-- Elasticsearch is using java 1.8 at the moment.                -->
        <!-- ============================================================= -->
        <plugin>
            <groupId>org.apache.maven.plugins</groupId>
            <artifactId>maven-compiler-plugin</artifactId>
            <version>3.3</version>
            <configuration>
                <source>1.8</source>
                <target>1.8</target>
            </configuration>
        </plugin>

        <!-- ============================================================= -->
        <!-- This plugin assembles plugin .zip package.                     -->
        <!-- ============================================================= -->
        <plugin>
            <groupId>org.apache.maven.plugins</groupId>
            <artifactId>maven-assembly-plugin</artifactId>
            <version>2.6</version>
            <configuration>
                <appendAssemblyId>false</appendAssemblyId>
                <outputDirectory>${project.build.directory}/releases/</outputDirectory>
                <descriptors>
                    <descriptor>${basedir}/src/main/assemblies/plugin.xml</descriptor>
                </descriptors>
            </configuration>
            <executions>
                <execution>
                    <phase>package</phase>
                    <goals>
                        <goal>single</goal>
                    </goals>
                </execution>
            </executions>
        </plugin>
    </plugins>
</build>
</project>

5. es-plugin.properties

description=${project.description}
version=${project.version}
name=${elasticsearch.plugin.name}
jvm=true
classname=${elasticsearch.plugin.classname}
elasticsearch.version=${elasticsearch.version}
java.version=1.8

6. plugin.xml

 <?xml version="1.0"?>
  <assembly>
  <id>GroupIdFilterScriptPlugin_release</id>
  <formats>
    <format>zip</format>
  </formats>
  <includeBaseDirectory>false</includeBaseDirectory>
  <files>
    <file>
        <source>${project.basedir}/src/main/resources/plugin-descriptor.properties</source>
        <outputDirectory>elasticsearch</outputDirectory>
        <filtered>true</filtered>
    </file>
  </files>
  <dependencySets>
    <dependencySet>
        <outputDirectory>elasticsearch</outputDirectory>
        <useProjectArtifact>true</useProjectArtifact>
        <useTransitiveFiltering>true</useTransitiveFiltering>
    </dependencySet>
  </dependencySets>
</assembly>

7. 打包

pom文件中配置了maven的打包方式,使用maven打包,mvn clean complie install,在target\releases文件夹下,找到打包后的zip文件

    <outputDirectory>${project.build.directory}/releases/</outputDirectory>

8. 插件安装

bin/plugin install file:../GroupIdsFilter-1.0-SNAPSHOT.zip  //使用指定文件安装插件
bin/plugin remove GroupIdsFilter //使用插件名卸载插件

9. DSL调用自定义过滤插件

http://localhost:9200/index/type/
_search                     POST
{
  "query": {
     "bool": {
        "filter": {
              "script": {
                "script": {
                  "inline": "GroupIdsFilter",
                  "lang": "native",
                  "params": {
                    "ids": "3505,1234"
                  }
                }
              }
            }
         }
      }
    }

10. Java API调用

BoolQueryBuilder filter =  QueryBuilders.boolQuery();
Map<String, Object> params = new HashMap<>();
filter.should(QueryBuilders.scriptQuery(new Script("GroupIdsFilter","native", params)));
SearchQuery searchQuery = new NativeSearchQueryBuilder().withFilter(filter).build();
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