使用canal实现MySQL 8 全量同步数据到 ElasticSearch 7.15.2中 linux

文章目录

- - - - 一、软件安装
      - 1. jdk 安装
        2. ES7.15.2 安装
        3. Mysql 8.0 安装
        4. canal下载
      - 二、Mysql 配置
      - 2.1. 开启binlog
        2.2. 验证binlog状态
        2.3. 创建账号
        2.4. 权限赋予
        2.5. 刷新权限
        2.6. 创建数据库
        2.7. 初始化表结构
        2.8. 初始化数据
      - 三、canal-deployer的配置与使用
      - 3.1. 解压deployer
        3.2. 解压后目录结构
        3.3. 修改配置
        3.4. 启动deployer
      - 四、canal-adaptor的使用和配置
      - 4.1. 解压adaptor
        4.2. 解压后目录结构
        4.3. 修改配置
        4.3. 新建配置
        4.4. 启动adapter
        4.5. 查看adapter日志
        4.6. 异常方案
      - 五、中间件启动
      - 5.1. 启动es
        5.2. 启动kibana
        5.3. 启动canal.adapter
      - 六、全量同步（demo）
      - 6.1. 创建索引
        6.2. 执行全量同步
      - 七、全量同步（企业）
      - 7.1. curl命令创建索引
        7.2. kibana创建索引
        7.3. 执行全量同步url
        7.4. kibana查询数据
        7.5. canal 增量同步

一、软件安装

软件	版本
MySQL	8.0.26
ElasticSearch	7.15.2
jdk	1.8.0_202

1. jdk 安装

jdk 安装 linux环境

2. ES7.15.2 安装

Elasticsearch7.15.2 安装

3. Mysql 8.0 安装

Mysql 8.0 安装教程 Linux Centos7

4. canal下载

使用canal前请先确保安装了mysql、elasticsearch、jdk

canal简介
canal是阿里巴巴开源的MySQL binlog 增量订阅&消费组件。
canal [kə’næl]，译意为水道/管道/沟渠，主要用途是基于 MySQL 数据库增量日志解析，提供增量数据订阅和消费。
canal的GitHub地址： GitHub - alibaba/canal: 阿里巴巴 MySQL binlog 增量订阅&消费组件
canal 下载
Releases · alibaba/canal · GitHub
建议下载以下四个。其中下载源码是为了解决canal.adapter中的一个依赖冲突，要保存在自己开发用的电脑里，后面会讲到它。
canal 组件用用简述：
canal的各个组件的用途各不相同，下面分别介绍下：
canal-deploy：用于监听MySQL的binlog，是一个伪装的MySQL从库，只负责从MySQL主库接收数据，不做处理。
canal-adapter：canal的客户端，从canal-deploy中获取数据，然后同步数据到目标数据源，我们用它将数据存储到ElasticSearch中。
canal-admin：为canal提供整体配置管理、节点运维等面向运维的功能，提供相对友好的WebUI操作界面，方便更多用户快速和安全的操作

二、Mysql 配置

2.1. 开启binlog

先配置mysql数据库，打开binlog写入功能，设置binlog-format为ROW。
配置文件路径为 /etc/my.cnf

vi /etc/my.cnf

直接覆盖即可

[mysqld]
basedir=/usr/local/mysql-8.0/
datadir=/usr/local/mysql-8.0/data/
socket=/tmp/mysql.sock
character-set-server=UTF8MB4
symbolic-links=0
## 设置server_id，同一局域网中需要唯一
server-id=1
## 设置使用的二进制日志格式（mixed,statement,row）
binlog_format="ROW"
## 开启二进制日志功能
log_bin=/usr/local/mysql-8.0/mysql_bin

2.2. 验证binlog状态

配置完成后重新启动MySQL，重启后执行下面的SQL语句查看binlog是否启用：

systemctl restart mysql

mysql -uroot -p123456

show variables like '%log_bin%';

在这里插入图片描述
详情参考：MySQL8.0.26 开启bin_log日志 linux

2.3. 创建账号

接下来需要创建一个拥有从库权限的账号，用于订阅binlog，这里创建的账号为canal:canal；

CREATE USER canal IDENTIFIED BY 'canal';

2.4. 权限赋予

GRANT SELECT, REPLICATION SLAVE, REPLICATION CLIENT ON *.* TO 'canal'@'%';

2.5. 刷新权限

FLUSH PRIVILEGES;

2.6. 创建数据库

create database dianpingdb;

2.7. 初始化表结构

任选一种，或者都初始化

demo 案例：

-- ----------------------------
-- Table structure for student
-- ----------------------------
DROP TABLE IF EXISTS `student`;
CREATE TABLE `student`  (`id` varchar(32) CHARACTER SET utf8 COLLATE utf8_unicode_ci NOT NULL,`name` varchar(100) CHARACTER SET utf8 COLLATE utf8_unicode_ci NULL DEFAULT NULL,`grade` tinyint(1) NULL DEFAULT 1,`class` tinyint(1) NULL DEFAULT 0,`birthday` date NULL DEFAULT NULL,PRIMARY KEY (`id`) USING BTREE
) ENGINE = InnoDB CHARACTER SET = utf8 COLLATE = utf8_unicode_ci ROW_FORMAT = Dynamic;

真实企业案例：
该表结构取自真实开源大众点评项目，直接下载初始化即可
https://gitee.com/gb_90/dianping/tree/master/doc/dianping.sql

2.8. 初始化数据

任选一种，或者都初始化

demo 案例数据：

INSERT INTO `student` VALUES ('1', '大家好，我是gblfy', 1, 0, '2021-11-23');
INSERT INTO `student` VALUES ('2', '大家好，我是gblfy2', 1, 0, '2021-11-23');
INSERT INTO `student` VALUES ('3', '大家好，我是gblfy3', 1, 0, '2021-11-23');
INSERT INTO `student` VALUES ('4', '大家好，我是gblfy4', 1, 0, '2021-11-23');
INSERT INTO `student` VALUES ('5', '大家好，我是gblfy5', 1, 0, '2021-11-23');

真实企业案例数据：
该表结构取自真实开源大众点评项目，直接下载初始化即可
https://gitee.com/gb_90/dianping/tree/master/doc/dml.sql

三、canal-deployer的配置与使用

在这里插入图片描述

3.1. 解压deployer

mkdir /app/canal/canal.deployer -p
cd /app/canal/
tar -zxvf canal.deployer-1.1.5.tar.gz -C /app/canal/canal.deployer

3.2. 解压后目录结构

.
├── bin
│   ├── restart.sh
│   ├── startup.bat
│   ├── startup.sh
│   └── stop.sh
├── conf
│   ├── canal_local.properties
│   ├── canal.properties
│   ├── example
│   │   └── instance.properties
│   ├── logback.xml
│   ├── metrics
│   │   └── Canal_instances_tmpl.json
│   └── spring
├── lib
├── logs
└── plugin

3.3. 修改配置

修改配置文件conf/example/instance.properties

cd /app/canal/canal.deployer/conf/example
vim instance.properties

修改下面几项配置：我这里只修改了slaveId其他的都可以默认
在这里插入图片描述

关键信息：

# 需要同步数据的MySQL地址
canal.instance.master.address=127.0.0.1:3306
canal.instance.master.journal.name=
canal.instance.master.position=
canal.instance.master.timestamp=
canal.instance.master.gtid=
# 用于同步数据的数据库账号
canal.instance.dbUsername=canal
# 用于同步数据的数据库密码
canal.instance.dbPassword=canal
# 数据库连接编码
canal.instance.connectionCharset = UTF-8
# 需要订阅binlog的表过滤正则表达式
canal.instance.filter.regex=.*\\..*

3.4. 启动deployer

cd /app/canal/canal.deployer
bin/startup.sh && tail -f logs/canal/canal.log

在这里插入图片描述

四、canal-adaptor的使用和配置

在这里插入图片描述

4.1. 解压adaptor

mkdir  /app/canal/canal.adapter -p
cd /app/canal/
tar -zxvf canal.adapter-1.1.5.tar.gz -C /app/canal/canal.adapter

4.2. 解压后目录结构

.
├── bin
│   ├── restart.sh
│   ├── startup.bat
│   ├── startup.sh
│   └── stop.sh
├── conf
│   ├── application.yml
│   ├── bootstrap.yml
│   ├── es6
│   │   ├── biz_order.yml
│   │   ├── customer.yml
│   │   └── mytest_user.yml
│   ├── es7
│   │   ├── biz_order.yml
│   │   ├── customer.yml
│   │   └── mytest_user.yml
│   ├── hbase
│   │   └── mytest_person2.yml
│   ├── kudu
│   │   └── kudutest_user.yml
│   ├── logback.xml
│   ├── META-INF
│   │   └── spring.factories
│   └── rdb
│       └── mytest_user.yml
├── lib
├── logs
└── plugin├── client-adapter.es6x-1.1.5-jar-with-dependencies.jar├── client-adapter.es7x-1.1.5-jar-with-dependencies.jar├── client-adapter.hbase-1.1.5-jar-with-dependencies.jar├── client-adapter.logger-1.1.5-jar-with-dependencies.jar├── client-adapter.rdb-1.1.5-jar-with-dependencies.jar├── connector.kafka-1.1.5-jar-with-dependencies.jar├── connector.rabbitmq-1.1.5-jar-with-dependencies.jar├── connector.rocketmq-1.1.5-jar-with-dependencies.jar└── connector.tcp-1.1.5-jar-with-dependencies.jar

4.3. 修改配置

修改配置文件conf/application.yml

cd /app/canal/canal.adapter
vim conf/application.yml

在这里插入图片描述

4.3. 新建配置

cd /app/canal/canal.adapter/conf/es7/

demo案例：

vim student.yml

写入以下内容

dataSourceKey: defaultDS
destination: student
groupId: g1
esMapping:_index: student_type: _doc_id: _idsql: "SELECT id as _id,name,grade,class,birthdayfrom student"etlCondition: "where birthday>={}"commitBatch: 3000

在这里插入图片描述

企业案例：

vim shop.yml

写入以下内容

dataSourceKey: defaultDS
destination: example
groupId: g1
esMapping:_index: shop_type: _doc_id: idupsert: truesql: "SELECT a.id,a.name,a.tags,CONCAT(a.latitude,',',a.longitude) AS location,a.remark_score,a.price_per_man,a.category_id,b
.`name` as category_name,a.seller_id,c.remark_score as seller_remark_score,c.disabled_flag as seller_disabled_flag FROM shop a 
INNER JOIN category b on a.category_id =b.id INNER JOIN seller c on c.id = a.seller_id"commitBatch: 3000

在这里插入图片描述

4.4. 启动adapter

cd /app/canal/canal.adapter
bin/startup.sh

4.5. 查看adapter日志

tail -100f  /app/canal/canal.adapter/logs/adapter/adapter.log

4.6. 异常方案

看到有以下报错：

2021-11-21 18:11:29.223 [main] INFO  c.a.o.canal.adapter.launcher.loader.CanalAdapterService - ## syncSwitch refreshed.
2021-11-21 18:11:29.223 [main] INFO  c.a.o.canal.adapter.launcher.loader.CanalAdapterService - ## start the canal client adapters.
2021-11-21 18:11:29.224 [main] INFO  c.a.otter.canal.client.adapter.support.ExtensionLoader - extension classpath dir: /usr/local/canal_adapter/plugin
2021-11-21 18:11:29.245 [main] INFO  c.a.o.canal.adapter.launcher.loader.CanalAdapterLoader - Load canal adapter: logger succeed
2021-11-21 18:11:29.441 [main] INFO  c.a.o.c.client.adapter.es.core.config.ESSyncConfigLoader - ## Start loading es mapping config ... 
2021-11-21 18:11:29.493 [main] INFO  c.a.o.c.client.adapter.es.core.config.ESSyncConfigLoader - ## ES mapping config loaded
2021-11-21 18:11:29.747 [main] ERROR c.a.o.canal.adapter.launcher.loader.CanalAdapterLoader - Load canal adapter: es7 failed
java.lang.RuntimeException: java.lang.RuntimeException: java.lang.ClassCastException: com.alibaba.druid.pool.DruidDataSource cannot be cast to com.alibaba.druid.pool.DruidDataSourceat com.alibaba.otter.canal.client.adapter.es7x.ES7xAdapter.init(ES7xAdapter.java:54) ~[client-adapter.es7x-1.1.5-jar-with-dependencies.jar:na]at com.alibaba.otter.canal.adapter.launcher.loader.CanalAdapterLoader.loadAdapter(CanalAdapterLoader.java:225) [client-adapter.launcher-1.1.5.jar:na]at com.alibaba.otter.canal.adapter.launcher.loader.CanalAdapterLoader.init(CanalAdapterLoader.java:56) [client-adapter.launcher-1.1.5.jar:na]at com.alibaba.otter.canal.adapter.launcher.loader.CanalAdapterService.init(CanalAdapterService.java:60) [client-adapter.launcher-1.1.5.jar:na]at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) ~[na:1.8.0_292]at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62) ~[na:1.8.0_292]at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) ~[na:1.8.0_292]at java.lang.reflect.Method.invoke(Method.java:498) ~[na:1.8.0_292]at org.springframework.beans.factory.annotation.InitDestroyAnnotationBeanPostProcessor$LifecycleElement.invoke(InitDestroyAnnotationBeanPostProcessor.java:365) [spring-beans-5.0.5.RELEASE.jar:5.0.5.RELEASE]at org.springframework.beans.factory.annotation.InitDestroyAnnotationBeanPostProcessor$LifecycleMetadata.invokeInitMethods(InitDestroyAnnotationBeanPostProcessor.java:308) [spring-beans-5.0.5.RELEASE.jar:5.0.5.RELEASE]at org.springframework.beans.factory.annotation.InitDestroyAnnotationBeanPostProcessor.postProcessBeforeInitialization(InitDestroyAnnotationBeanPostProcessor.java:135) [spring-beans-5.0.5.RELEASE.jar:5.0.5.RELEASE]at org.springframework.beans.factory.support.AbstractAutowireCapableBeanFactory.applyBeanPostProcessorsBeforeInitialization(AbstractAutowireCapableBeanFactory.java:422) [spring-beans-5.0.5.RELEASE.jar:5.0.5.RELEASE]at org.springframework.beans.factory.support.AbstractAutowireCapableBeanFactory.initializeBean(AbstractAutowireCapableBeanFactory.java:1694) [spring-beans-5.0.5.RELEASE.jar:5.0.5.RELEASE]at org.springframework.beans.factory.support.AbstractAutowireCapableBeanFactory.doCreateBean(AbstractAutowireCapableBeanFactory.java:579) [spring-beans-5.0.5.RELEASE.jar:5.0.5.RELEASE]at org.springframework.beans.factory.support.AbstractAutowireCapableBeanFactory.createBean(AbstractAutowireCapableBeanFactory.java:501) [spring-beans-5.0.5.RELEASE.jar:5.0.5.RELEASE]at org.springframework.beans.factory.support.AbstractBeanFactory.lambda$doGetBean$1(AbstractBeanFactory.java:353) [spring-beans-5.0.5.RELEASE.jar:5.0.5.RELEASE]at org.springframework.cloud.context.scope.GenericScope$BeanLifecycleWrapper.getBean(GenericScope.java:390) ~[spring-cloud-context-2.0.0.RELEASE.jar:2.0.0.RELEASE]at org.springframework.cloud.context.scope.GenericScope.get(GenericScope.java:184) ~[spring-cloud-context-2.0.0.RELEASE.jar:2.0.0.RELEASE]at org.springframework.beans.factory.support.AbstractBeanFactory.doGetBean(AbstractBeanFactory.java:350) [spring-beans-5.0.5.RELEASE.jar:5.0.5.RELEASE]at org.springframework.beans.factory.support.AbstractBeanFactory.getBean(AbstractBeanFactory.java:199) [spring-beans-5.0.5.RELEASE.jar:5.0.5.RELEASE]at org.springframework.context.support.AbstractApplicationContext.getBean(AbstractApplicationContext.java:1089) ~[spring-context-5.0.5.RELEASE.jar:5.0.5.RELEASE]at org.springframework.cloud.context.scope.refresh.RefreshScope.eagerlyInitialize(RefreshScope.java:126) ~[spring-cloud-context-2.0.0.RELEASE.jar:2.0.0.RELEASE]at org.springframework.cloud.context.scope.refresh.RefreshScope.start(RefreshScope.java:117) ~[spring-cloud-context-2.0.0.RELEASE.jar:2.0.0.RELEASE]at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) ~[na:1.8.0_292]at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62) ~[na:1.8.0_292]at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) ~[na:1.8.0_292]at java.lang.reflect.Method.invoke(Method.java:498) ~[na:1.8.0_292]at org.springframework.context.event.ApplicationListenerMethodAdapter.doInvoke(ApplicationListenerMethodAdapter.java:264) ~[spring-context-5.0.5.RELEASE.jar:5.0.5.RELEASE]at org.springframework.context.event.ApplicationListenerMethodAdapter.processEvent(ApplicationListenerMethodAdapter.java:182) ~[spring-context-5.0.5.RELEASE.jar:5.0.5.RELEASE]at org.springframework.context.event.ApplicationListenerMethodAdapter.onApplicationEvent(ApplicationListenerMethodAdapter.java:144) ~[spring-context-5.0.5.RELEASE.jar:5.0.5.RELEASE]at org.springframework.context.event.SimpleApplicationEventMulticaster.doInvokeListener(SimpleApplicationEventMulticaster.java:172) ~[spring-context-5.0.5.RELEASE.jar:5.0.5.RELEASE]at org.springframework.context.event.SimpleApplicationEventMulticaster.invokeListener(SimpleApplicationEventMulticaster.java:165) ~[spring-context-5.0.5.RELEASE.jar:5.0.5.RELEASE]at org.springframework.context.event.SimpleApplicationEventMulticaster.multicastEvent(SimpleApplicationEventMulticaster.java:139) ~[spring-context-5.0.5.RELEASE.jar:5.0.5.RELEASE]at org.springframework.context.support.AbstractApplicationContext.publishEvent(AbstractApplicationContext.java:400) ~[spring-context-5.0.5.RELEASE.jar:5.0.5.RELEASE]at org.springframework.context.support.AbstractApplicationContext.publishEvent(AbstractApplicationContext.java:354) ~[spring-context-5.0.5.RELEASE.jar:5.0.5.RELEASE]at org.springframework.context.support.AbstractApplicationContext.finishRefresh(AbstractApplicationContext.java:888) ~[spring-context-5.0.5.RELEASE.jar:5.0.5.RELEASE]at org.springframework.boot.web.servlet.context.ServletWebServerApplicationContext.finishRefresh(ServletWebServerApplicationContext.java:161) ~[spring-boot-2.0.1.RELEASE.jar:2.0.1.RELEASE]at org.springframework.context.support.AbstractApplicationContext.refresh(AbstractApplicationContext.java:553) ~[spring-context-5.0.5.RELEASE.jar:5.0.5.RELEASE]at org.springframework.boot.web.servlet.context.ServletWebServerApplicationContext.refresh(ServletWebServerApplicationContext.java:140) ~[spring-boot-2.0.1.RELEASE.jar:2.0.1.RELEASE]at org.springframework.boot.SpringApplication.refresh(SpringApplication.java:759) ~[spring-boot-2.0.1.RELEASE.jar:2.0.1.RELEASE]at org.springframework.boot.SpringApplication.refreshContext(SpringApplication.java:395) ~[spring-boot-2.0.1.RELEASE.jar:2.0.1.RELEASE]at org.springframework.boot.SpringApplication.run(SpringApplication.java:327) ~[spring-boot-2.0.1.RELEASE.jar:2.0.1.RELEASE]at com.alibaba.otter.canal.adapter.launcher.CanalAdapterApplication.main(CanalAdapterApplication.java:19) ~[client-adapter.launcher-1.1.5.jar:na]
Caused by: java.lang.RuntimeException: java.lang.ClassCastException: com.alibaba.druid.pool.DruidDataSource cannot be cast to com.alibaba.druid.pool.DruidDataSourceat com.alibaba.otter.canal.client.adapter.es.core.ESAdapter.init(ESAdapter.java:83) ~[client-adapter.es7x-1.1.5-jar-with-dependencies.jar:na]at com.alibaba.otter.canal.client.adapter.es7x.ES7xAdapter.init(ES7xAdapter.java:52) ~[client-adapter.es7x-1.1.5-jar-with-dependencies.jar:na]... 42 common frames omitted
Caused by: java.lang.ClassCastException: com.alibaba.druid.pool.DruidDataSource cannot be cast to com.alibaba.druid.pool.DruidDataSourceat com.alibaba.otter.canal.client.adapter.es.core.ESAdapter.addSyncConfigToCache(ESAdapter.java:146) ~[client-adapter.es7x-1.1.5-jar-with-dependencies.jar:na]at com.alibaba.otter.canal.client.adapter.es.core.ESAdapter.init(ESAdapter.java:75) ~[client-adapter.es7x-1.1.5-jar-with-dependencies.jar:na]... 43 common frames omitted
2021-11-21 18:11:29.753 [main] INFO  c.alibaba.otter.canal.connector.core.spi.ExtensionLoader - extension classpath dir: /usr/local/canal_adapter/plugin
2021-11-21 18:11:29.772 [main] INFO  c.a.o.canal.adapter.launcher.loader.CanalAdapterLoader - Start adapter for canal-client mq topic: example-g1 succeed
2021-11-21 18:11:29.772 [main] INFO  c.a.o.canal.adapter.launcher.loader.CanalAdapterService - ## the canal client adapters are running now ......
2021-11-21 18:11:29.777 [main] INFO  org.apache.coyote.http11.Http11NioProtocol - Starting ProtocolHandler ["http-nio-8081"]
2021-11-21 18:11:29.781 [main] INFO  org.apache.tomcat.util.net.NioSelectorPool - Using a shared selector for servlet write/read
2021-11-21 18:11:29.785 [Thread-3] INFO  c.a.otter.canal.adapter.launcher.loader.AdapterProcessor - =============> Start to connect destination: example <=============
2021-11-21 18:11:29.907 [main] INFO  o.s.boot.web.embedded.tomcat.TomcatWebServer - Tomcat started on port(s): 8081 (http) with context path ''
2021-11-21 18:11:29.909 [main] INFO  c.a.otter.canal.adapter.launcher.CanalAdapterApplication - Started CanalAdapterApplication in 3.1 seconds (JVM running for 3.499)
2021-11-21 18:11:30.045 [Thread-3] INFO  c.a.otter.canal.adapter.launcher.loader.AdapterProcessor - =============> Subscribe destination: example succeed <=============

在百度上查了一下，找到了这篇文章canal本地运行异常：class com.alibaba.druid.pool.DruidDataSource cannot be cast to

确认是jar包冲突导致的bug，于是下载了源码压缩包canal-canal-1.1.5.zip 下载地址 https://github.com/alibaba/canal/archive/refs/tags/canal-1.1.5.zip
解压缩后用自己的开发工具打开项目，修改maven依赖

       <dependency><groupId>com.alibaba</groupId><artifactId>druid</artifactId><scope>provided</scope></dependency>

在这里插入图片描述
项目根目录下执行mvn clean package，打包，然后到canal-canal-1.1.5\client-adapter\es7x\target\目录下找到client-adapter.es7x-1.1.5-jar-with-dependencies.jar

将这个文件复制到/app/canal/canal_adapter/plugin/下，重启adapter，查看日志

/app/canal/canal_adapter/bin/restart.sh
tail -100f  /app/canal/canal_adapter/logs/adapter/adapter.log

成功启动，不再出现报错。

五、中间件启动

5.1. 启动es

/app/elasticsearch-7.15.2bin/elasticsearch -d && tail -f logs/dianping-app.log

在这里插入图片描述

5.2. 启动kibana

如果没下载，可以参考：kibana-7.15.2 一分钟下载、安装、部署 linux，如不想安装直接跳过，也可以验证的，不影响效果

cd /app/kibana-7.15.2-linux-x86_64/
bin/kibana

5.3. 启动canal.adapter

cd /app/canal/canal.adapter
bin/startup.sh

六、全量同步（demo）

在Elasticsearch中创建索引，和MySQL中的student表相对应，可以直接使用postman或者curl命令，也可以安装kibana或者其它Elasticsearch管理插件

6.1. 创建索引

第一种：curl命令

curl --location --request PUT 'http://192.168.159.134:9200/student' \
--header 'Content-Type: application/json' \
--data '{"mappings":{"properties": {"name": {"type": "text"},"grade":{"type": "short"},"class":{"type": "short"},"birthday": {"type": "date","format": "yyyy-MM-dd HH:mm:ss||date_time_no_millis||strict_date_optional_time||epoch_millis"}}}}'

执行结果显示创建成功。
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[root@localhost canal_adapter]# curl --location --request PUT 'http://192.168.159.134:9200/student' \
> --header 'Content-Type: application/json' \
> --data '{"mappings":{"properties": {"name": {"type": "text"},"grade":{"type": "short"},"class":{"type": "short"},"birthday": {"type": "date","format": "yyyy-MM-dd HH:mm:ss||date_time_no_millis||strict_date_optional_time||epoch_millis"}}}}'{"acknowledged":true,"shards_acknowledged":true,"index":"student"}
[root@localhost canal_adapter]#

6.2. 执行全量同步

curl -X POST  http://192.168.159.134:8081/etl/es7/student.yml

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返回结果：{"succeeded":true,"resultMessage":"导入ES 数据：5 条"}

七、全量同步（企业）

7.1. curl命令创建索引

curl --location --request PUT 'http://localhost:9200/shop' \
--header 'Content-Type: application/json' \
--data '{"settings": {"number_of_shards": 1,"number_of_replicas": 1}, "mappings": {"properties": {"id":{"type": "integer"},"name":{"type": "text","analyzer": "ik_max_word","search_analyzer": "ik_smart"},"tags":{"type": "text","analyzer": "whitespace","fielddata": true},"location":{"type": "geo_point"},"remark_score":{"type": "double"},"price_per_man":{"type": "integer"},"category_id":{"type": "integer"},"category_name":{"type": "keyword"},"seller_id":{"type": "integer"},"seller_remark_score":{"type": "double"},"seller_disabled_flag":{"type": "integer"}}}
}';

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执行结果显示创建成功。

{"acknowledged":true,"shards_acknowledged":true,"index":"shop"}

下面给大家介绍kibana方式，kibana只是提供了一个图形化的页面控制台。

7.2. kibana创建索引

使用 kibana-7.15.2控制台
在这里插入图片描述

# 定义门店索引结构
PUT /shop
{"settings": {"number_of_shards": 1,"number_of_replicas": 1}, "mappings": {"properties": {"id":{"type": "integer"},"name":{"type": "text","analyzer": "ik_max_word","search_analyzer": "ik_smart"},"tags":{"type": "text","analyzer": "whitespace","fielddata": true},"location":{"type": "geo_point"},"remark_score":{"type": "double"},"price_per_man":{"type": "integer"},"category_id":{"type": "integer"},"category_name":{"type": "keyword"},"seller_id":{"type": "integer"},"seller_remark_score":{"type": "double"},"seller_disabled_flag":{"type": "integer"}}}
}

7.3. 执行全量同步url

curl -X POST  http://192.168.159.134:8081/etl/es7/shop.yml

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返回结果：{"succeeded":true,"resultMessage":"导入ES 数据：16 条"}

7.4 使用kibana控制台查看全量同步的数据，不是必须的，只是看一下全量同步数据，可以跳过。

7.4. kibana查询数据

使用kibana控制台查看全量同步的数据

# 查询student索引
GET /student/_search# 查询shop索引
GET /shop/_search# 删除student索引
DELETE /student# 删除shop索引
DELETE  /shop

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7.5. canal 增量同步

使用canal实现MySQL 8 增量同步数据到 ElasticSearch 7.15.2中