图数数据库引擎tinkerpop(3) 使用java调用tinkerpop,存储到mysql数据库
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1,图数数据库引擎TinkerPop
本文原文连接: http://blog.csdn.net/freewebsys/article/details/46519901 转载请注明出处!
之前简单测试了下tinkerpop。
http://blog.csdn.net/freewebsys/article/details/46348975
http://blog.csdn.net/freewebsys/article/details/46470651
现在要把数据放到mysql数据库,这样更加接近线上系统使用,TinkerPop不解决数据存储的问题,需要使用扩展放到其他存储上面,通过blueprints 接口存储。
支持MongoDB,hadoop,Titan,Neo4j等存储数据。
同时也支持jpa,我使用的是hibernate实现的jpa。当然支持所有数据库了,这里使用mysql进行存储。
代码和pom 放到github上面了:(1个java类而已)
https://github.com/freewebsys/tinkerpop-demo
2,mysql数据库准备
使用mysql root进行操作:(创建数据库,并创建用户并赋予权限)
CREATE DATABASE tinkerpop DEFAULT CHARACTER SET utf8 COLLATE utf8_general_ci;GRANT ALL PRIVILEGES ON tinkerpop.* TO tinkerpop@"%" IDENTIFIED BY "tinkerpop";FLUSH PRIVILEGES;
配置pom.xml
<?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>tinkerpop-demo</groupId> <artifactId>tinkerpop-demo</artifactId> <version>1.0</version> <!-- https://maven.apache.org/guides/mini/guide-multiple-repositories.html 增加wingnest-repo repo。 --> <repositories> <repository> <id>wingnest-repo</id> <name>wingnest repo</name> <url>http://www.wingnest.com/mvn-repo/</url> </repository> </repositories> <dependencies> <dependency> <groupId>org.apache.tinkerpop</groupId> <artifactId>gremlin-core</artifactId> <version>3.0.0.M9-incubating</version> </dependency> <dependency> <groupId>org.apache.tinkerpop</groupId> <artifactId>gremlin-driver</artifactId> <version>3.0.0.M9-incubating</version> </dependency> <dependency> <groupId>com.tinkerpop.blueprints</groupId> <artifactId>blueprints-core</artifactId> <version>2.6.0</version> </dependency> <dependency> <groupId>com.wingnest.blueprints</groupId> <artifactId>blueprints-jpa-graph</artifactId> <version>2.5.0_01</version> </dependency> <!-- add hibernate dependency --> <dependency> <groupId>org.slf4j</groupId> <artifactId>slf4j-log4j12</artifactId> <version>1.7.5</version> <scope>test</scope> </dependency> <dependency> <groupId>org.slf4j</groupId> <artifactId>slf4j-simple</artifactId> <version>1.6.1</version> <scope>test</scope> </dependency> <dependency> <groupId>mysql</groupId> <artifactId>mysql-connector-java</artifactId> <version>5.1.35</version> </dependency> <dependency> <groupId>org.apache.derby</groupId> <artifactId>derby</artifactId> <version>10.11.1.1</version> <scope>test</scope> </dependency> <dependency> <groupId>org.apache.derby</groupId> <artifactId>derbytools</artifactId> <version>10.11.1.1</version> <scope>test</scope> </dependency> <dependency> <groupId>junit</groupId> <artifactId>junit</artifactId> <version>4.12</version> </dependency> <dependency> <groupId>org.hibernate</groupId> <artifactId>hibernate-core</artifactId> <version>4.3.10.Final</version> </dependency> <dependency> <groupId>org.hibernate</groupId> <artifactId>hibernate-entitymanager</artifactId> <version>4.3.10.Final</version> </dependency> <dependency> <groupId>org.apache.derby</groupId> <artifactId>derby</artifactId> <version>10.11.1.1</version> </dependency> </dependencies> <!-- 插件管理 --> <build> <sourceDirectory>src/main/java</sourceDirectory> <!-- 设置路径,读取路径问题. --> <resources> <resource> <directory>src/main/resources</directory> <filtering>true</filtering> </resource> </resources> <pluginManagement> <plugins> <plugin> <groupId>org.apache.maven.plugins</groupId> <artifactId>maven-compiler-plugin</artifactId> <version>2.5.1</version> <configuration> <source>1.7</source> <target>1.7</target> <encoding>UTF-8</encoding> </configuration> </plugin> <plugin> <groupId>org.apache.maven.plugins</groupId> <artifactId>maven-resources-plugin</artifactId> <version>2.4</version> </plugin> </plugins> </pluginManagement> </build></project>
java代码:
package com.tinkerpop.demo;import com.tinkerpop.blueprints.Direction;import com.tinkerpop.blueprints.Edge;import com.tinkerpop.blueprints.Vertex;import com.wingnest.blueprints.impls.jpa.JpaGraph;import org.junit.After;import org.junit.Before;import org.junit.Test;import java.util.HashMap;import java.util.Map;/** * 创建数据库: * <p/> * CREATE DATABASE tinkerpop DEFAULT CHARACTER SET utf8 COLLATE utf8_general_ci; * GRANT ALL PRIVILEGES ON tinkerpop.* TO tinkerpop@"%" IDENTIFIED BY "tinkerpop"; * FLUSH PRIVILEGES; */public class TinkerPopMysqlDemo { private JpaGraph jpaGraph = null; @Before public void setUp() { //初始化jpa。保存到数据库中。使用hibernate 自动创建表结构。 //如果要使用mysql,这里修改属性。 Map<String, Object> props = new HashMap<String, Object>(); props.put("javax.persistence.jdbc.driver", "com.mysql.jdbc.Driver"); props.put("javax.persistence.jdbc.url", String.format("jdbc:mysql://xxx.xxx.xxx.xxx:3306/tinkerpop?characterEncoding=UTF-8")); props.put("javax.persistence.jdbc.user", "tinkerpop"); props.put("javax.persistence.jdbc.password", "tinkerpop"); jpaGraph = new JpaGraph("HibernateUnit", props); } @After public void tearDown() throws Exception { //关闭 jpaGraph.shutdown(); } @Test public void testCreate() { //创建张三数据 Vertex zhangsan = jpaGraph.addVertex(null); zhangsan.setProperty("name", "zhangsan"); System.out.println("zhangsan:" + zhangsan.getId()); //创建李四数据 Vertex lisi = jpaGraph.addVertex(null); lisi.setProperty("name", "lisi"); System.out.println("lisi:" + lisi.getId()); //创建王五数据 Vertex wangwu = jpaGraph.addVertex(null); wangwu.setProperty("name", "wangwu"); System.out.println("wangwu:" + wangwu.getId()); //设置李四和王五朋友关系,friend是连接的名字,可以随意取。 Edge friend1 = jpaGraph.addEdge(null, zhangsan, lisi, "friend"); //设置王五和李四朋友关系 Edge friend2 = jpaGraph.addEdge(null, wangwu, lisi, "friend"); System.out.println("create finish"); } @Test public void testQuery() { //查询全部数据。 queryAll(); queryZhansanFriends(); System.out.println("query finish"); } private void queryAll() { Iterable<Vertex> allVertex = jpaGraph.getVertices(); System.out.println("######################query all######################"); for (Vertex vertex : allVertex) { System.out.print("name:" + vertex.getProperty("name")); System.out.println(",id:" + vertex.getId()); } } private void queryZhansanFriends() { Vertex zhangsan = jpaGraph.getVertex(1); System.out.println("######################query zhangsan friends######################"); Iterable<Vertex> zhansanFriends = zhangsan.getVertices(Direction.OUT, "friend"); for (Vertex vertex : zhansanFriends) { System.out.print("name:" + vertex.getProperty("name")); System.out.println(",id:" + vertex.getId()); } } @Test public void testDelete() { Vertex lisi = jpaGraph.getVertex(2); jpaGraph.removeVertex(lisi); //删除之后,查询全部。 queryAll(); queryZhansanFriends(); }}
3,运行结果
mysql> show databases;+--------------------+| Database |+--------------------+| information_schema || tinkerpop |+--------------------+2 rows in set (0.01 sec)mysql> use tinkerpopDatabase changedmysql> show tables;+---------------------+| Tables_in_tinkerpop |+---------------------+| ENTITY || INDEX_BASE |+---------------------+2 rows in set (0.00 sec)mysql> select * from ENTITY;+---------------+----+---------+---------+---------+-----------------+--------+------------+-------------------+-------------------+| DTYPE | id | REMOVED | VERSION | KEYNAME | valueData | LABEL | element_id | incomingVertex_id | outgoingVertex_id |+---------------+----+---------+---------+---------+-----------------+--------+------------+-------------------+-------------------+| BpJpaVertex | 1 | | 0 | NULL | NULL | NULL | NULL | NULL | NULL || BpJpaVertex | 2 | | 0 | NULL | NULL | NULL | NULL | NULL | NULL || BpJpaVertex | 3 | | 0 | NULL | NULL | NULL | NULL | NULL | NULL || BpJpaEdge | 4 | | 1 | NULL | NULL | friend | NULL | 2 | 1 || BpJpaEdge | 5 | | 1 | NULL | NULL | friend | NULL | 2 | 3 || BpJpaProperty | 6 | | 0 | name | t lisi | NULL | 2 | NULL | NULL || BpJpaProperty | 7 | | 0 | name | t wangwu | NULL | 3 | NULL | NULL || BpJpaProperty | 8 | | 0 | name | tzhangsan | NULL | 1 | NULL | NULL |+---------------+----+---------+---------+---------+-----------------+--------+------------+-------------------+-------------------+8 rows in set (0.00 sec)mysql> select * from INDEX_BASE;Empty set (0.00 sec)
其中entry数据表结构:其中valueData是blob格式,id是自增的。
数据库分为3类,BpJpaVertex,BpJpaEdge,BpJpaProperty,分别是图对象,图关系,图的属性,但是这个存储到了一张表里面,感觉不科学啊,数据量会比较大呢。
CREATE TABLE `ENTITY` ( `DTYPE` varchar(31) NOT NULL, `id` bigint(20) NOT NULL AUTO_INCREMENT, `REMOVED` bit(1) DEFAULT NULL, `VERSION` bigint(20) DEFAULT NULL, `KEYNAME` varchar(255) DEFAULT NULL, `valueData` tinyblob, `LABEL` varchar(255) DEFAULT NULL, `element_id` bigint(20) DEFAULT NULL, `incomingVertex_id` bigint(20) DEFAULT NULL, `outgoingVertex_id` bigint(20) DEFAULT NULL, PRIMARY KEY (`id`), KEY `UK_7hyan3asmdvrxrlywl7v0lj6e` (`REMOVED`), KEY `UK_ejspyse8mcceolr4vps96aohp` (`KEYNAME`), KEY `FK_wb8dqej10hriw3o6m72yj9p` (`element_id`), KEY `FK_ay9plo3t1cprfwdwjvp6fdwi6` (`incomingVertex_id`), KEY `FK_9r4w6h2jlb9a4e9pt3d95girc` (`outgoingVertex_id`), CONSTRAINT `FK_9r4w6h2jlb9a4e9pt3d95girc` FOREIGN KEY (`outgoingVertex_id`) REFERENCES `ENTITY` (`id`), CONSTRAINT `FK_ay9plo3t1cprfwdwjvp6fdwi6` FOREIGN KEY (`incomingVertex_id`) REFERENCES `ENTITY` (`id`), CONSTRAINT `FK_wb8dqej10hriw3o6m72yj9p` FOREIGN KEY (`element_id`) REFERENCES `ENTITY` (`id`)) ENGINE=InnoDB AUTO_INCREMENT=9 DEFAULT CHARSET=utf8
Blueprints里面persistence.xml 配置文件:(在Blueprints的jar里面)
要修改参数都可以放到map里面。
<persistence-unit name="HibernateUnit" transaction-type="RESOURCE_LOCAL"> <mapping-file>META-INF/BpJpaEntity.normal.xml</mapping-file> <mapping-file>META-INF/BpJpaIndexBase.normal.xml</mapping-file> <mapping-file>META-INF/BpJpaElement.nq.normal.xml</mapping-file> <mapping-file>META-INF/BpJpaElement.hibernate.xml</mapping-file> <mapping-file>META-INF/BpJpaVertex.nq.normal.xml</mapping-file> <mapping-file>META-INF/BpJpaVertex.normal.xml</mapping-file> <mapping-file>META-INF/BpJpaEdge.nq.normal.xml</mapping-file> <mapping-file>META-INF/BpJpaEdge.normal.xml</mapping-file> <mapping-file>META-INF/BpJpaProperty.normal.xml</mapping-file> <mapping-file>META-INF/BpJpaIndex.nq.normal.xml</mapping-file> <mapping-file>META-INF/BpJpaIndex.hibernate.xml</mapping-file> <mapping-file>META-INF/BpJpaIndexItem.nq.normal.xml</mapping-file> <mapping-file>META-INF/BpJpaIndexItem.normal.xml</mapping-file> <mapping-file>META-INF/BpJpaKeyIndex.nq.normal.xml</mapping-file> <mapping-file>META-INF/BpJpaKeyIndex.normal.xml</mapping-file> <mapping-file>META-INF/BpJpaKeyIndexedProperty.nq.normal.xml</mapping-file> <mapping-file>META-INF/BpJpaKeyIndexedProperty.normal.xml</mapping-file> <exclude-unlisted-classes>true</exclude-unlisted-classes> <!-- <shared-cache-mode>NONE</shared-cache-mode> --> <properties> <property name="javax.persistence.jdbc.driver" value="org.apache.derby.jdbc.EmbeddedDriver" /> <property name="javax.persistence.jdbc.url" value="jdbc:derby:db/HibernateUnit;create=true" /> <property name="javax.persistence.jdbc.user" value="admin" /> <property name="javax.persistence.jdbc.password" value="admin" /> <property name="hibernate.show_sql" value="false" /> <property name="hibernate.hbm2ddl.auto" value="update" /> </properties> </persistence-unit>
4,总结
本文原文连接: http://blog.csdn.net/freewebsys/article/details/46519901 转载请注明出处!
图数据库引擎,已经了解的差不多了,就是将图的数据变成一个更好理解的方式去操作。很直观,很直接,很方便。
默认TinkerPop使用内存存储数据,这个在线上系统肯定不太靠谱,于是研究大家最常用的mysql数据库,基本上可以线上小规模使用了,但是这个项目还在孵化中,稳定性还的检验下。相比neo4j是另外的一种选择。
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