日期:2014-05-16  浏览次数:20728 次

[记录]千万数据存入mysql

存入1千万条数据,用hibernate存

数据的定义都很简单:

    create table testEntity2 (
        id varchar(255) not null,
        description varchar(255),
        name varchar(255),
        primary key (id)
    )

?主键生成策略UUID

?

防止数据过大?

设置? <property name="hibernate.jdbc.batch_size">50</property>?

同时代码里也是50次 flush一下 clear一下 在eclipse的环境中 内存占用在500M左右

?

每10w条打印一次 如果不使用batch_size 也不flush和clear 内存会在2G左右

并且也会发生内存溢出的错误:(但前面几次的速度非常可观 到第280万条的时候堆溢出)

但这些只是存在session的缓存里 没有真正uncommit到数据库 所以到底有多快...不好说...

正在插入
1:1
2:2
3:2
4:3
5:3
6:5
7:5
8:7
9:7
10:7
11:8
12:8
13:8
14:11
15:11
16:11
17:12
18:15
19:15
20:15
21:16
22:16
23:17
24:17
25:24
26:28
27:35
28:49
Exception in thread "main" java.lang.OutOfMemoryError: GC overhead limit exceeded
	at org.hibernate.engine.internal.StatefulPersistenceContext.addEntry(StatefulPersistenceContext.java:539)
	at org.hibernate.event.internal.AbstractSaveEventListener.performSaveOrReplicate(AbstractSaveEventListener.java:249)
	at org.hibernate.event.internal.AbstractSaveEventListener.performSave(AbstractSaveEventListener.java:192)
	at org.hibernate.event.internal.AbstractSaveEventListener.saveWithGeneratedId(AbstractSaveEventListener.java:135)
	at org.hibernate.event.internal.DefaultSaveOrUpdateEventListener.saveWithGeneratedOrRequestedId(DefaultSaveOrUpdateEventListener.java:206)
	at org.hibernate.event.internal.DefaultSaveEventListener.saveWithGeneratedOrRequestedId(DefaultSaveEventListener.java:55)
	at org.hibernate.event.internal.DefaultSaveOrUpdateEventListener.entityIsTransient(DefaultSaveOrUpdateEventListener.java:191)
	at org.hibernate.event.internal.DefaultSaveEventListener.performSaveOrUpdate(DefaultSaveEventListener.java:49)
	at org.hibernate.event.internal.DefaultSaveOrUpdateEventListener.onSaveOrUpdate(DefaultSaveOrUpdateEventListener.java:90)
	at org.hibernate.internal.SessionImpl.fireSave(SessionImpl.java:764)
	at org.hibernate.internal.SessionImpl.save(SessionImpl.java:756)
	at org.hibernate.internal.SessionImpl.save(SessionImpl.java:752)
	at org.cc.data.test.DataGenerator.main(DataGenerator.java:25)

?

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然后分别做一下测试 先把batch_size设置为10 每10次 flush和clear:

正在插入
1:37
2:72
3:108
4:144
.......

?50和100的测试和这个结果也大同小异就不测试了

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其他的以后再写了..

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代码:

package org.cc.data.test;

import javax.persistence.Column;
import javax.persistence.Entity;
import javax.persistence.GeneratedValue;
import javax.persistence.Id;
import javax.persistence.Table;

import org.hibernate.annotations.GenericGenerator;

@Entity
@Table(name="testEntity2")
public class TestEntity {
	
	@Id
	@GenericGenerator(strategy="uuid", name = "uuid")
	@GeneratedValue(generator="uuid")
	private String id;
	
	@Column(name="name")
	private String name;
	
	@Column(name="description")
	private String description;
 
	public TestEntity(String name, String description) {
		super();
		this.name = name;
		this.description = description;
	}

	public String getId() {
		return id;
	}

	public void setId(String id) {
		this.id = id;
	}

	public String getName() {
		return name;
	}

	public void setName(String name) {
		this.name = name;
	}

	public String getDescription() {
		return description;
	}

	public void setDescription(String description) {
		this.description = description;
	}


	
}

?

package org.cc.data.test;


import org.hibernate.Session;
import org.hibernate.SessionFactory;
import org.hibernate.Transaction;
import org.hibernate.cfg.Configuration;
import org.hibernate.service.ServiceRegistry;
import org.hibernate.service.ServiceRegistryBuilder;

public class DataGenerator {

	public static void main(String[] args) {