WhereHows 安装,


WhereHows 安装

1. 准备

1.1. 依赖工具

建议使用以下工具对应的版本号,由于版本导致的问题,解决起来怪麻烦的

  • Gradle >= 2.4, 下载链接在 这里 2.14(当前最新发布版)也没问题

  • Play = 2.2.4, 下载链接在 这里 Play的版本兼容做得不好,每次版本升级都会搭配一个升级指南,所以保证版本的问题

  • Java=1.8

  • Mysql >= 5.6,事实上,5.7会有问题

  • ElasticSearch,最新发布版就好,下载链接在 这里

metadata-etl/extralibs目录需要的Jar包,从Maven仓库下载即可
Maven仓库地址:http://mvnrepository.com/artifact/mysql/mysql-connector-java/5.1.12

#1. mysql-connector-java.5.1.*.jar

如 mysql-connector-java.5.1.12.jar

#2. jython-standalone-2.7.0.jar

1.2 安装工具

安装GradlePlay以及ElasticSearch

教程:

  • Gradle, 官方教程

  • Play, 官方教程

    
     

Play-2.2.4在安装完成后,为了避免`StackOverflowError`, 需要改一下 `$PLAY_HOME/framework/build` 里的配置信息:将

"$JAVA" ${DEBUG_PARAM} -Xms512M -Xmx1536M -Xss1M -XX:ReservedCodeCacheSize=192m -XX:+CMSClassUnloadingEnabled -XX:MaxPermSize=512M ${JAVA_OPTS} -Dfile.encoding=UTF-8 -Dplay.version="${PLAY_VERSION}" -Dplay.home=`dirname $0` -Dsbt.boot.properties=`dirname $0`/sbt/sbt.boot.properties -Dsbt.scala.version=${SBT_SCALA_VERSION} ${PLAY_OPTS} -jar `dirname $0`/sbt/sbt-launch.jar "$@"

改为
"$JAVA" ${DEBUG_PARAM} -Xms512M -Xmx1536M -Xss2M -XX:ReservedCodeCacheSize=192m -XX:+CMSClassUnloadingEnabled -XX:MaxPermSize=512M ${JAVA_OPTS} -Dfile.encoding=UTF-8 -Dplay.version="${PLAY_VERSION}" -Dplay.home=`dirname $0` -Dsbt.boot.properties=`dirname $0`/sbt/sbt.boot.properties -Dsbt.scala.version=${SBT_SCALA_VERSION} ${PLAY_OPTS} -jar `dirname $0`/sbt/sbt-launch.jar "$@"
  • ElasticSearch, [官方教程](

https://www.elastic.co/guide/en/elasticsearch/guide/current/running-elasticsearch.html)

2. 下载WhereHows源码

WhereHows-Github主页

master分支的代码吧

3. 构建前准备

即使不做这些构建前准备工作,项目也能构建成功,但是运行的时候,就会报错了

3.1 初始化数据库


 
#1. 创建wherehows数据库

CREATE DATABASE wherehows

DEFAULT CHARACTER SET utf8

DEFAULT COLLATE utf8_general_ci;

#2. 创建wherehows用户


CREATE USER 'wherehows'@'localhost' IDENTIFIED BY 'wherehows';

CREATE USER 'wherehows'@'%' IDENTIFIED BY 'wherehows';

GRANT ALL ON wherehows.* TO 'wherehows'@'wherehows';

GRANT ALL ON wherehows.* TO 'wherehows'@'%';

CREATE USER 'wherehows_ro'@'localhost' IDENTIFIED BY 'readmetadata';

CREATE USER 'wherehows_ro'@'%' IDENTIFIED BY 'readmetadata';

GRANT SELECT ON wherehows.* TO 'wherehows_ro'@'localhost';

GRANT SELECT ON wherehows.* TO 'wherehows_ro'@'%';



#3. 执行建表语句

cd WhereHows/data-model/DDL

mysql -h localhost -u wherehows -p wherehows < create_all_tables_wrapper.sql

3.2 启动ElasticSearch索引


 

#1. 创建数据集、注释、字段映射


curl -XPUT '$YOUR_INDEX_URL:9200/wherehows' -d '

{

"mappings": {

"dataset": {},

"comment": {

"_parent": {

"type": "dataset"

}

},

"field": {

"_parent": {

"type": "dataset"

}

}

}

}

'



#2. 创建flow_job内嵌对象映射


curl -XPUT '$YOUR_INDEX_URL:9200/wherehows/flow_jobs/_mapping' -d '

{

"flow_jobs": {

"properties": {

"jobs": {

"type": "nested",

"properties": {

"job_name": { "type": "string" },

"job_path": { "type": "string" },

"job_type": { "type": "string" },

"pre_jobs": { "type": "string" },

"post_jobs": { "type": "string" },

"is_current": { "type": "string" },

"is_first": { "type": "string" },

"is_last": { "type": "string" },

"job_type_id": { "type": "short" },

"app_id": { "type": "short" },

"flow_id": { "type": "long" },

"job_id": { "type": "long" }

}

}

}

}

}

'


#3. 构建ElasticSearch索引


这个构建工作作为一个`ETL Job`,在从Mysql获取数据时会自动触发,当然也可以手动执行`metadata-etl/src/main/resources/jython/ElasticSearchIndex.py`来构建

3.3 调整Akka-actor版本

WhereHows是一个 Gradle多工程项目,公共依赖都是在父工程声明的,所以修改WhereHows/build.gradle文件


 

将"akka" : "com.typesafe.akka:akka-actor_2.10:2.3.15",

调整为"akka" : "com.typesafe.akka:akka-actor_2.10:2.2.5",

具体描述参见 这里

3.4 创建一个临时目录供ETL-Job使用

WhereHows中的metadata-ETL的工作流程是这样的:

  • backend-service项目定时读取DB中wherehows.wh_etl_job表的记录,找出本次需要执行的ETL-Job

  • Java调Jython脚本执行Extract,生成一些文件到磁盘,CSV文件

  • Java调Jython脚本执行Transform,生成一些文件到磁盘,CSV和JSON文件

  • Java调Jython脚本执行Load,分析上面生成的文件,并录入Mysql


 

cd $HOME/Documents

#1. 用来存放生成的csv或json文件

mkdir -p wherehows_tmp/exec

mkdir -p wherehows_tmp/app_folder


#3. 存放一些UI相关的文件

midir -p wherehows_tmp/resources

4. 构建并运行

主要是启动backend-serviceweb两个工程

UI和后台服务之间是互相独立的,可以分别启动

4.1 启动backend-service

它是一个Play应用,启动方式如下:


 
#1. 修改conf/database.conf配置信息

db.wherehows.driver = "com.mysql.jdbc.Driver"

db.wherehows.url = "jdbc:mysql://localhost/wherehows?charset=utf8&zeroDateTimeBehavior=convertToNull"

db.wherehows.user = "wherehows"

db.wherehows.password = "wherehows"

db.wherehows.host = "localhost"


#2. dev模式-启动

cd backend-service

$PLAY_HOME/play "run PORT_NUM"


#3. prod模式-启动

cd backend-service

gradle dist

##启动

./target/universal/stage/bin/backend-service -Dhttp.port=PORT_NUM

在浏览器输入http://localhost:PORT_NUM能看到Test即启动成功

4.2 启动UI

它是一个Play应用,启动方式如下:


 

#1. 修改web/conf/application.conf的如下配置


search.engine = "default"

elasticsearch.dataset.url = "$YOUR_DATASET_INDEX_URL"

elasticsearch.flow.url = "$YOUR_FLOW_INDEX_URL"


datasets.tree.name = "$YOUR_HOME/Documents/wherehows_tmp/resource/dataset.json"

flows.tree.name = "$YOUR_HOME/Documents/wherehows_tmp/resource/flow.json"


database.opensource.username = "wherehows"

database.opensource.password = "wherehows"

database.opensource.url = "jdbc:mysql://localhost/wherehows?charset=utf8&zeroDateTimeBehavior=convertToNull"



#2. dev-模式 启动

cd web

$PLA_HOME/play "run PORT_NUM"




#3. 发布程序

cd web

gradle dist

在`target/universal`下就包含了zip包

在浏览器输入http://localhost:PORT_NUM就可以看到了

5. 新增HIVE-ETL-Job

保证backend-service应用启动的前提下,例如http://localhost:9000,教程在 这里

5.1 增加公共配置属性到wherehows.wh_property

NOTE:这一步骤做一次就好了,直接刷脚本吧

改一下路径


INSERT INTO `wh_property` (`property_name`,`property_value`,`is_encrypted`,`group_name`) VALUES ('wherehows.app_folder','$YOUR_HOME/Documents/wherehows_tmp/app_folder','N',NULL);


INSERT INTO `wh_property` (`property_name`,`property_value`,`is_encrypted`,`group_name`) VALUES ('wherehows.db.driver','com.mysql.jdbc.Driver','N',NULL);


INSERT INTO `wh_property` (`property_name`,`property_value`,`is_encrypted`,`group_name`) VALUES ('wherehows.db.jdbc.url','jdbc:mysql://localhost/wherehows?charset=utf8&zeroDateTimeBehavior=convertToNull','N',NULL);


INSERT INTO `wh_property` (`property_name`,`property_value`,`is_encrypted`,`group_name`) VALUES ('wherehows.db.password','wherehows','N',NULL);


INSERT INTO `wh_property` (`property_name`,`property_value`,`is_encrypted`,`group_name`) VALUES ('wherehows.db.username','wherehows','N',NULL);


INSERT INTO `wh_property` (`property_name`,`property_value`,`is_encrypted`,`group_name`) VALUES ('wherehows.ui.tree.dataset.file','$YOUR_HOME/Documents/wherehows_tmp/resource/dataset.json','N',NULL);


INSERT INTO `wh_property` (`property_name`,`property_value`,`is_encrypted`,`group_name`) VALUES ('wherehows.ui.tree.flow.file','$YOUR_HOME/Documents/wherehows_tmp/resource/flow.json','N',NULL);

5.2 新增Hive-database

文档说明在 这里,那些Required=N的字段也必须给,文档描述有误

URL: http://localhost:9000/cfg/db


Method: POST


Body(JSON):


{


"db_id": 10001,


"db_code": "HIVE_DEMO",


"db_type_id": 0,


"description": "HIVE_DEMO_desc",


"cluster_size": 0,


"associated_data_centers": 1,


"replication_role": "MASTER",


"uri": "Teradata://sample-td",


"short_connection_string": "SAMPLE-HIVE"


}

5.3 新增ETL-Job

文档说明在 这里,这里的wh_etl_job_name字段取值去metadata-etl/src/main/java/metadata/etl/models/EtJobName.java里找,这里没有完全列举。。。


 
URL: http://localhost:9000/cfg/db


Method: POST


Body(JSON):


{


"db_id": 10001,


"db_code": "HIVE_DEMO",


"db_type_id": 0,


"description": "HIVE_DEMO_desc",


"cluster_size": 0,


"associated_data_centers": 1,


"replication_role": "MASTER",


"uri": "Teradata://sample-td",


"short_connection_string": "SAMPLE-HIVE"

一旦新增成功后,backend-service在下一次调度时就会去执行了

6. 后续

  • 理解针对Hive的E-T-L过程,完善目前UI界面的缺陷

 

转载:https://blog.csdn.net/houzhizhen/article/details/66972166

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