最近作的一個項目須要快速檢索數據,通過商討後採用了ElasticSearch做爲快速檢索數據引擎,可是數據如何同步到ES中是個問題,咱們最開始計劃了定時任務、mysql trigger等方式,最後選擇了比較好的canal組件,經過canal同步mysql中的數據到ES中,因此要學習一下canal。html
早期,阿里巴巴B2B公司由於存在杭州和美國雙機房部署,存在跨機房同步的業務需求。不過早期的數據庫同步業務,主要是基於trigger的方式獲取增量變動,不過從2010年開始,阿里系公司開始逐步的嘗試基於數據庫的日誌解析,獲取增量變動進行同步,由此衍生出了增量訂閱&消費的業務,今後開啓了一段新紀元。java
ps. 目前內部版本已經支持mysql和oracle部分版本的日誌解析,當前的canal開源版本支持5.7及如下的版本(阿里內部mysql 5.7.13, 5.6.10, mysql 5.5.18和5.1.40/48)mysql
基於日誌增量訂閱&消費支持的業務:linux
canal更多相關信息參見:https://github.com/alibaba/git
1)、canal的原理是基於mysql binlog技術,因此這裏必定須要開啓mysql的binlog寫入功能,建議配置binlog模式爲row.github
mysql的安裝能夠去官網看:https://dev.mysql.com/downloads/mysql/spring
本人機器上安裝的mysql是5.6.19-osx10.7-x86_64,安裝位置在/usr/local/mysql,下面修改mysql目錄下的my.cnf配置文件,sql
若是你的目錄下沒有該文件,不要緊,新建一個就能夠,注意下面標紅的文字爲新添加的內容。數據庫
注意:修改my.cnf文件可能沒有權限,那就從新設置一下權限再修改。另外不要把該文件設置成everyone可讀寫,否則mysql服務會認爲該文件不安全,在讀取時啓動會跳過此文件。apache
# For advice on how to change settings please see # http://dev.mysql.com/doc/refman/5.6/en/server-configuration-defaults.html [mysqld] # Remove leading # and set to the amount of RAM for the most important data # cache in MySQL. Start at 70% of total RAM for dedicated server, else 10%. # innodb_buffer_pool_size = 128M # Remove leading # to turn on a very important data integrity option: logging # changes to the binary log between backups. # log_bin log-bin = mysql-bin #開啓binlog binlog-format = ROW #選擇row模式 server_id = 1 #配置mysql replication須要定義,不能喝canal的slaveId重複 # These are commonly set, remove the # and set as required. # basedir = ..... # datadir = ..... # port = ..... # server_id = ..... # socket = ..... # Remove leading # to set options mainly useful for reporting servers. # The server defaults are faster for transactions and fast SELECTs. # Adjust sizes as needed, experiment to find the optimal values. # join_buffer_size = 128M # sort_buffer_size = 2M # read_rnd_buffer_size = 2M sql_mode=NO_ENGINE_SUBSTITUTION,STRICT_TRANS_TABLES
2)、canal的原理是模擬本身爲mysql slave,因此這裏必定須要作爲mysql slave的相關權限.
先啓動mysql服務(若是沒啓動的話)。
系統偏好設置—>最底下有一個mysql圖標,點開
點擊start MySQL Server,啓動mysql服務成功後會顯示綠色的running.
接下來打開命令行工具iTerm.
$> mysql -uroot -p #使用root帳號登陸mysql ... mysql> CREATE USER canal IDENTIFIED BY 'canal'; #建立用戶canal密碼也是canal mysql> GRANT SELECT, REPLICATION SLAVE, REPLICATION CLIENT ON *.* TO 'canal'@'%'; #受權部分須要的權限 -- GRANT ALL PRIVILEGES ON *.* TO 'canal'@'%'; #也能夠用這個受權全部權限 mysql>FLUSH PRIVILEGES; #刷新權限列表 mysql>show variables like '%log%'; #看看先前開啓的binlog是否生效了,沒有的話重啓一下mysql服務看看,還有問題就去看看mysql的錯誤日誌 +-----------------------------------------+------------------------------------------+ | Variable_name | Value | +-----------------------------------------+------------------------------------------+ | binlog_format | ROW | ... | log_bin | ON |
1)、下載canal server.
你們能夠到這個地址 https://github.com/alibaba/canal/releases 去下載canalserver文件。我下載的是canal.deployer-1.0.24.tar.gz。
我下載以後解壓並重命名成canal放在了/usr/local/目錄下,因爲官方的這個文件是已經編譯好的,咱們本身就不須要再編譯了。
在canal/bin目錄下有幾個腳本文件,startup.sh 啓動服務用的,stop.sh 中止服務用的,startup.bat是windows下啓動服務用的。
在canal/logs目錄下放的是日誌文件。
在canal/conf目錄下放的是配置文件。
2)、配置canal server應用參數:
若是是跟着本教程來,按照下面的配置就好了
$>cd /usr/local/canal/
canal> vi conf/example/instance.properties
################################################
## mysql serverId
canal.instance.mysql.slaveId = 1234
# position info
canal.instance.master.address = 127.0.0.1:3306
canal.instance.master.journal.name =
canal.instance.master.position =
canal.instance.master.timestamp =
#canal.instance.standby.address =
#canal.instance.standby.journal.name =
#canal.instance.standby.position =
#canal.instance.standby.timestamp =
# username/password
canal.instance.dbUsername = canal
canal.instance.dbPassword = canal
canal.instance.defaultDatabaseName =
canal.instance.connectionCharset = UTF-8
# table regex
canal.instance.filter.regex = .\..
3)、啓動canal server
$>cd /usr/local/canal
canal> bin/startup.sh #啓動服務
....
啓動完成後看一下日誌
canal> vi logs/canal/canal.log
2017-05-26 15:56:41.994 [main] INFO com.alibaba.otter.canal.deployer.CanalLauncher - ## start the canal server.
2017-05-26 15:56:42.063 [main] INFO com.alibaba.otter.canal.deployer.CanalController - ## start the canal server[172.16.96.181:11111]
2017-05-26 15:56:42.511 [main] INFO com.alibaba.otter.canal.deployer.CanalLauncher - ## the canal server is running now ......
看一下具體instance的日誌
canal>vi logs/example/example.log
2017-05-26 15:56:42.248 [main] INFO c.a.o.c.i.spring.support.PropertyPlaceholderConfigurer - Loading properties file from class path resource [canal.properties]
2017-05-26 15:56:42.253 [main] INFO c.a.o.c.i.spring.support.PropertyPlaceholderConfigurer - Loading properties file from class path resource [example/instance.properties]
2017-05-26 15:56:42.295 [main] WARN org.springframework.beans.TypeConverterDelegate - PropertyEditor [com.sun.beans.editors.EnumEditor] found through deprecated global PropertyEditorManager fallback - consider using a more isolated form of registration, e.g. on the BeanWrapper/BeanFactory!
2017-05-26 15:56:42.367 [main] INFO c.a.otter.canal.instance.spring.CanalInstanceWithSpring - start CannalInstance for 1-example
2017-05-26 15:56:42.469 [main] INFO c.a.otter.canal.instance.core.AbstractCanalInstance - subscribe filter change to .*\..*
2017-05-26 15:56:42.469 [main] INFO c.a.otter.canal.instance.core.AbstractCanalInstance - start successful....
2017-05-26 15:56:42.469 [destination = example , address = /127.0.0.1:3306 , EventParser] WARN c.a.otter.canal.parse.inbound.mysql.MysqlEventParser - prepare to find start position just show master status
出現上面類型的日誌就說明啓動成功了。
本人遇到過下面的錯誤日誌:
2017-05-26 15:45:08.317 [main] INFO c.a.o.c.i.spring.support.PropertyPlaceholderConfigurer - Loading properties file from class path resource [canal.properties] 2017-05-26 15:45:08.323 [main] INFO c.a.o.c.i.spring.support.PropertyPlaceholderConfigurer - Loading properties file from class path resource [example/instance.properties] 2017-05-26 15:45:08.376 [main] WARN org.springframework.beans.TypeConverterDelegate - PropertyEditor [com.sun.beans.editors.EnumEditor] found through deprecated global PropertyEditorManager fallback - consider using a more isolated form of registration, e.g. on the BeanWrapper/BeanFactory! 2017-05-26 15:45:08.482 [main] INFO c.a.otter.canal.instance.spring.CanalInstanceWithSpring - start CannalInstance for 1-example 2017-05-26 15:45:08.608 [main] INFO c.a.otter.canal.instance.core.AbstractCanalInstance - subscribe filter change to .*\..* 2017-05-26 15:45:08.609 [main] INFO c.a.otter.canal.instance.core.AbstractCanalInstance - start successful.... 2017-05-26 15:45:08.616 [destination = example , address = /127.0.0.1:3306 , EventParser] ERROR c.a.otter.canal.parse.inbound.mysql.MysqlEventParser - dump address /127.0.0.1:3306 has an error, retrying. caused by com.alibaba.otter.canal.parse.exception.CanalParseException: java.io.IOException: connect /127.0.0.1:3306 failure:java.io.IOException: Error When doing Client Authentication:ErrorPacket [errorNumber=1045, fieldCount=-1, message=Access denied for user 'canal'@'localhost' (using password: YES), sqlState=28000, sqlStateMarker=#] at com.alibaba.otter.canal.parse.driver.mysql.MysqlConnector.negotiate(MysqlConnector.java:208) at com.alibaba.otter.canal.parse.driver.mysql.MysqlConnector.connect(MysqlConnector.java:71) at com.alibaba.otter.canal.parse.inbound.mysql.MysqlConnection.connect(MysqlConnection.java:56) at com.alibaba.otter.canal.parse.inbound.mysql.MysqlEventParser.preDump(MysqlEventParser.java:86) at com.alibaba.otter.canal.parse.inbound.AbstractEventParser$3.run(AbstractEventParser.java:157) at java.lang.Thread.run(Thread.java:745)
這個是canal@localhost的權限有問題,你們能夠參照第的3—2節中,不用%,從新設置一下canan@localhost的權限就好了
$> mysql -uroot -p #使用root帳號登陸mysql ... mysql> CREATE USER canal@localhost IDENTIFIED BY 'canal'; #建立用戶canal密碼也是canal mysql> GRANT SELECT, REPLICATION SLAVE, REPLICATION CLIENT ON *.* TO 'canal'@'localhost'; #受權部分須要的權限 -- GRANT ALL PRIVILEGES ON *.* TO 'canal'@'localhost'; #也能夠用這個受權全部權限 mysql>FLUSH PRIVILEGES; #刷新權限列表
4)、關閉服務。(這個暫時不執行了,讓服務開着)
$>cd /usr/local/canal
canal> bin/stop.sh
官網上有一個client例子,地址:https://github.com/alibaba/canal/tree/master/example/src/main/java/com/alibaba/otter/canal/example
本人按照這個例子搭建了一個測試。
本人eclipse工具好長時間沒用起不來了,直接下載了開發工具intellij idea (v2017.1.3)。
1)、建立一個新工程,類型選擇Maven,Project SDK我選擇的jdk1.7,1.8應該也能夠(我沒試過),直接next.
2)、填寫GroupId,ArtifactId,Version,這三個本身隨便寫吧。而後next。
3)、工程名稱地址默認就算了。 而後點finish.選擇OK.
4)、工程初始化成成功了,有一個小提示:Maven projects need to be imported ,選擇Enable Auto-Import。
5)、找到工程中的pom.xml文件,增長依賴,以下
<?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>com.jerry.happy</groupId> <artifactId>SimpleCanalClientTest</artifactId> <version>1.0.1</version> <dependencies> <dependency> <groupId>com.alibaba.otter</groupId> <artifactId>canal.client</artifactId> <version>1.0.24</version> </dependency> </dependencies> </project>
6)、導入依賴。File->Project Structrue(或者快捷鍵cmd+;)打開工程設置。選擇Modules,選擇Dependencies,以下圖勾選。
若是沒有選項,在工程上右鍵Run Maven->install 再試。 而後OK.
7)、寫代碼。在java目錄下建立包com.jerry.happy,並把官網地址:https://github.com/alibaba/canal/tree/master/example/src/main/java/com/alibaba/otter/canal/example中的兩個文件
AbstractCanalClientTest.java 和 SimpleCanalClientTest 拷過來,注意包名用如今本身的。
8)、啓動程序。選中SimpleCanalClientTest.java文件,右鍵Run 'SimpleCanalCli...main()' 執行啓動。
程序啓動後,在下面控制檯中看看,沒有報錯就是成功了。
9)打開控制檯操做數據庫,觸發數據庫變動看效果。
$> mysql -uroot -p #使用root帳號登陸mysql
mysql> use test; #切換數據庫
ERROR 1049 (42000): Unknown database 'test'
mysql> create database test; #沒有test數據庫,建立一個
Query OK, 1 row affected (0.00 sec)
mysql> use test; #切換到test數據庫
Database changed
mysql> CREATE TABLE `xdual` (`ID` int(11) NOT NULL AUTO_INCREMENT,`X` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP,PRIMARY KEY (`ID`)) ENGINE=InnoDB AUTO_INCREMENT=3 DEFAULT CHARSET=utf8 ;
Query OK, 0 rows affected (0.01 sec) #成功建立一張表xdual
mysql> insert into xdual(id,x) values(null,now());
Query OK, 1 row affected (0.01 sec) #給表xdual中成功增長一條數據
咱們能夠到intellij idea工具的控制檯中看到以下相似記錄,說明canal觸發了,整個canal本機部署及測試經過。
OK!。