达梦数据迁移到clickhouse

先在clickhouse建表和库

CREATE TABLE "xxx"
(
"USER_ID" String,
"DOOR_INDEX_CODE" String,
"DOOR_NAME" String,
"IN_OUT_TYPE" String,
"ORG_INDEX_CODE" String,
"ORG_INDEX_NAME" String,
"ACADEMY" String,
"BIRTHPLACE" String,
"CENSUS_REGISTER" String,
"CERT_NO" String,
"COMPANY_UNIT" String,
"DORMITOR" String,
"EDUCATION" String,
"EMAIL" String,
"HOUSE_HOLD_REL" String,
"SFTYPE" String,
"MOBILE" String,
"NATION" String,
"ORGID" String,
"PERSON_ID" String,
"PERSON_NAME" String,
"SEX" String,
"CERTTYPE" String,
"EVENT_TIME" String,
"CARD_NO" String,
"IS_MEN" String,
"JOB_NO" String,
"DEV_INDEX_CODE" String,
"DEV_NAME" String,
"DOOR_REGION_INDEX_CODE" String,
"PIC_URI" String,
"ORG_NAME" String,
"EVENT_TYPE" String,
"RECEIVE_TIME" String,
"CREATE_TIME" String,
"CREATE_USER" String,
"UPDATE_TIME" String,
"UPDATE_USER" String,
"ID" String,
"IS_DELETE" String DEFAULT '0',
"ORG_ID" String,
"EVENT_ID" String DEFAULT ''
)
ENGINE = MergeTree()
PRIMARY KEY ("ID")

clickhouse-client 导入

INSERT INTO qwuser.B_T_PEOPLE_INOUT_LOGS
FROM INFILE '/root/sql/sql.sql' FORMAT MySQLDump

clickhouse数据库启动、重启、关闭、命令行模式、远程连接

clickhouse常用操作命令

启动Server服务

systemctl start clickhouse-server

1

重启server

systemctl restart clickhouse-server

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停止server

systemctl stop clickhouse-server

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client命令行连接-多命令行模式

clickhouse-client -m --password <密码>

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client命令行远程连接

clickhouse-client --host 192.168.45.10 --port 9000 --database default --user default --password “”

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client命令行执行sql文件

clickhouse-client --user default --password 密码 -d default --multiquery < /root/temp.sql

如何通过JDBC将SQLServer导入Clickhouse

  1. 部署clickhouse-jdbc-bridge

clickhouse-jdbc-bridge是通过jdbc将Clickhouse与其他数据沟通的桥梁,可将其他数据库数据导入clickhouse中,也可以直接在clickhouse中访问其他数据库。

1.1 部署环境

Ubuntu 16.04 64位

1.2 重新编译bridge

git clone https://github.com/ClickHouse/clickhouse-jdbc-bridge.git 
cd clickhouse-jdbc-bridge   
mvn -Drevision=2.0.0 package

1.3 下载Microsoft JDBC驱动

把下载的驱动放到clickhouse-jdbc-bridge目录下的drivers子目录

本次JDBC版本为:mssql-jdbc-8.4.1.jre14.jar

注意:jdbc版本需与Ubuntu环境中的java版本一致

  1. 配置clickhouse-jdbc-bridge
cd target
mkdir -p config/datasources #创建config目录及datasources子目录用于存放配置

在datasources目录下创建数据源配置文件,msjdbc.json 文件名尽量与配置中的Datasource名一致,加入以下配置:

{
 "$schema": "../datasource.jschema",
  "msjdbc": {
      "driverUrls": [
          "/data/clickhouse-jdbc-bridge/drivers/mysql-connector-j-8.0.33.jar"
       ],
      "driverClassName": "com.mysql.jdbc.Driver",
      "jdbcUrl": "jdbc:mysql://xx.xx/test?compress=false&useSSL=false&useUnicode=true&characterEncoding=utf-8&zeroDateTimeBehavior=CONVERT_TO_NULL&serverTimezone=Asia/Shanghai&nullCatalogMeansCurrent=true",
      "username": "root",
      "password": "xxx",
      "connectionTestQuery": ""
   }
}
  1. 运行clickhouse-jdbc-bridge

cd target
java -jar clickhouse-jdbc-bridge-2.0.0.jar

如果成功运行,会出现已加载的数据源信息,如前面的msjdbc。

  1. 使用clickhouse-jdbc-bridge迁移数据

4.1 先用DBeaver或clickhouse-client创建表


CREATE TABLE test(id String, operateTime DateTime) ENGINE = MergeTree
PARTITION BY toYYYYMM(operateTime)
ORDER BY id
SETTINGS index_granularity = 8192;

4.2 进入clickhouse-client 执行insert into语句


INSERT INTO test SELECT * FROM jdbc('msjdbc', 'SELECT * FROM dbo.test');

到/etc/clickhouse-server目录下的config.xml文件,找到以下代码,移除注释,并修改host为执行clickhouse-jdbc-bridge-2.0.7-shaded.jar的ip地址:

<jdbc_bridge>
   <host>XX.XX.XX.XX</host>
   <port>9019</port>
</jdbc_bridge>

保存之后,重启clickhoust服务

systemctl restart clickhouse-server

超时问题解决:


mysql数据库生成百万计测试数据脚本

# 1.创建数据库
CREATE DATABASE test charset=utf8mb4;
USE test;
# 2.创建表
CREATE TABLE User (
    userId INT AUTO_INCREMENT PRIMARY KEY,
    username VARCHAR(255) NOT NULL,
    email VARCHAR(255) NOT NULL UNIQUE,
    registrationDate DATETIME NOT NULL,
    lastLogin DATETIME,
    createTime DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP, -- 创建时间
    updateTime DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP -- 更新时间
);
# 3.插入测试数据
INSERT INTO test.`User` (username, email, registrationDate, lastLogin) VALUES
('JohnDoe01', 'john.doe01@example.com', '2023-02-01 08:00:00', '2023-02-02 09:00:00'),
('JaneDoe02', 'jane.doe02@example.com', '2023-02-02 10:00:00', '2023-02-03 11:00:00'),
('MikeSmith03', 'mike.smith03@example.com', '2023-02-03 12:00:00', '2023-02-04 13:00:00'),
('LucyBrown04', 'lucy.brown04@example.com', '2023-02-04 14:00:00', '2023-02-05 15:00:00'),
('DavidWilson05', 'david.wilson05@example.com', '2023-02-05 16:00:00', '2023-02-06 17:00:00'),
('LindaTaylor06', 'linda.taylor06@example.com', '2023-02-06 18:00:00', '2023-02-07 19:00:00'),
('RobertJones07', 'robert.jones07@example.com', '2023-02-07 20:00:00', '2023-02-08 21:00:00'),
('PatriciaWhite08', 'patricia.white08@example.com', '2023-02-08 22:00:00', '2023-02-09 23:00:00'),
('MichaelHarris09', 'michael.harris09@example.com', '2023-02-09 08:30:00', '2023-02-10 09:30:00'),
('SarahMartin10', 'sarah.martin10@example.com', '2023-02-10 10:30:00', '2023-02-11 11:30:00');

# 4.批量插入100w数据
# 4.1 创建存储过程
DELIMITER $$
CREATE PROCEDURE InsertUsers()
BEGIN
  DECLARE i INT DEFAULT 0;
  WHILE i < 1000000 DO
    INSERT INTO User (username, email, registrationDate, lastLogin) VALUES 
    (CONCAT('User', LPAD(i, 7, '0')), CONCAT('user', LPAD(i, 7, '0'), '@example.com'), NOW(), NOW());
    SET i = i + 1;
  END WHILE;
END$$
DELIMITER ;
# 4.2 调用存储过程,生成100w用户数据
CALL InsertUsers();

clickhouse远程访问Oracle 11g数据库(clickhouse-jdbc-bridge)

步骤1、安装好clickhouse数据库
https://ooolo.net/article/442.html

步骤2、安装etl中间件ClickHouse JDBC Bridge

Clickhouse-jdbc-bridge:是clickhouse提供的一个jdbc组件,用于通过JDBC的方式远程访问其他数据库表。

Clickhouse支持通过JDBC连接外部数据库,所有支持JDBC驱动的数据库都能直接接入clickhouse。要实现JDBC连接,clickhouse需要使用以后台进程运行的程序 clickhouse-jdbc-bridge。
JDBC表引擎可以对接Mysql、Postgresql、SQLite等数据库,但是JDBC表引擎不能单独完成对接工作,需要依赖clickhouse-jdbc-bridge的查询代理服务,clickhouse-jdbc-bridge是java语言实现的sql代理服务,项目地址为:

https://github.com/ClickHouse/clickhouse-jdbc-bridge #作者的资源库有直接可以去下载RPM安装包

https://clickhouse.com/docs/zh/engines/table-engines/integrations/jdbc # clickhouse官网的介绍


我们看懂架构图,则需要保证
ClickHouse JDBC Bridge第三方插件要能正常连接到2个数据库。我们可以把这个插件看出是2个数据库直接的桥梁!
达梦8数据库肯定是完整支持jdbc协议的,所以这个就存在2个数据库数据类型的一一映射关系,这个关系,就在ClickHouse JDBC Bridge维护。

步骤3、ClickHouse JDBC Bridge安装部署方法

(1)在官网:https://github.com/ClickHouse/clickhouse-jdbc-bridge
下载源码程序到本地,通过在idea或者eclipse中执行mvn的clean、packge完成打包后,到打包目录里面找到clickhouse-jdbc-bridge-2.0.7-shaded.jar。
也可以下载编译好的包。。
(2)将clickhouse-jdbc-bridge-2.0.7-shaded.jar
放在Linux服务器的目录/data/clickhouse-jdbc-bridge下,并在该文件同级目录下新建两个目录:

config/datasources    --存放数据源配置文件
drivers               --jdbc驱动存放目录

(3)以连接JDBC访问Oracle 11g为例:
①在官网https://mvnrepository.com下载Oracle对应的驱动包ojdbc8-12.2.0.1.jar放置到/data/clickhouse-jdbc-bridge/drivers目录下。

②设置clickhouse-jdbc-bridge远程的数据库信息

mkdir -p config/datasources #创建config目录及其子目录

在datasources目录下创建数据源配置文件,msjdbc.json文件名尽量与配置中的datasource名一致,如下配置:

{
  "msjdbc": {
      "driverUrls": [
          "/data/clickhouse-jdbc-bridge/drivers/ojdbc8-12.2.0.1.jar"
       ],
      "driverClassName": "oracle.jdbc.driver.OracleDriver",
      "jdbcUrl": "jdbc:oracle:thin:@远程连接的数据库ip:端口:服务名",
      "username": "账号",
      "password": "密码",
      "connectionTestQuery": ""
   }
}


当前Linux服务器的目录为:

|--data
    |--clickhouse-jdbc-bridge
        |--clickhouse-jdbc-bridge-2.0.7-shaded.jar
        |--noput.out
        |--drivers
            |--ojdbc8-12.2.0.1.jar
        |--config
            |-- datasources
                |-- msjdbc.json

③运行clickhouse-jdbc-bridge

nohup java -jar clickhouse-jdbc-bridge-2.0.7-shaded.jar &
tail -f nohup.out

成功启动:

​④在clickhouse部署的那台服务器中

到/etc/clickhouse-server目录下的config.xml文件,找到以下代码,移除注释,并修改host为执行clickhouse-jdbc-bridge-2.0.7-shaded.jar的ip地址:

<jdbc_bridge>
   <host>XX.XX.XX.XX</host>
   <port>9019</port>
</jdbc_bridge>

保存之后,重启clickhoust服务

systemctl restart clickhouse-server

3、访问

(1)查看能成功访问的的链接:select * from jdbc('','show datasource')

(2)远程查询oracle的某个表

select from jdbc('msjdbc', 'select * from test_tb')

(3)直接远程连接

select from jdbc('jdbc:oracle:thin:账号/密码@xx.xx.xx.xx:端口/服务名', 'select * from test_tb')