Spark实战2:Zeppelin的安装和SparkSQL使用总结
zeppelin是spark的web版本notebook编辑器,相当于ipython的notebook编辑器。
一Zeppelin安装
(前提是spark已经安装好)
1 下载https://zeppelin.apache.org/download.html(下载编译好的bin版)
2 解压运行:sh bin/zeppelin-daemon.sh start
3 权限问题:chown –R –v mapr:mapr zeppelin
4 异常:jackson版本冲突
4.1报错:
com.fasterxml.jackson.databind.JsonMappingException: Could not find creator property with name 'id' (in class org.apache.spark.rdd.RDDOperationScope)
at [Source: {"id":"5","name":"textFile"}; line: 1, column: 1]
at com.fasterxml.jackson.databind.JsonMappingException.from(JsonMappingException.java:148)
at com.fasterxml.jackson.databind.DeserializationContext.mappingException(DeserializationContext.java:843)
at com.fasterxml.jackson.databind.deser.BeanDeserializerFactory.addBeanProps(BeanDeserializerFactory.java:533)
4.2原因:jackson版本冲突,查看自己spark的pow文件,下载需要的jackson版本
<fasterxml.jackson.version>2.4.4</fasterxml.jackson.version>
,依赖2.4.4,而zeppelin加载2.5.3。
[mapr@apm1 zeppelin-0.6.0-bin-netinst]$ find . | grep jackson
./lib/jackson-annotations-2.5.0.jar
./lib/jackson-core-2.5.3.jar
./lib/jackson-databind-2.5.3.jar
4.3方案:
把上面三个jar包替换这三个为2.4.4,在maven的依赖包中找到下面三个文件:
/lib/jackson-annotations-2.4.4.jar
/lib/jackson-databind-2.4.4.jar
/lib/jackson-core-2.4.4.jar
并重启zeppelin
5浏览器登陆http://localhost:8080/,设置默认interpretation,点击保存即可。
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" alt="" />
二 Zeppelin使用
1 加载bank.csv数据集
val bankText = sc.textFile("bank.csv") case class Bank(age: Integer, job: String, marital: String, education: String, balance: Integer) val bank = bankText.map(s => s.split(";")).filter(s => s() != "\"age\"").map( s => Bank(s().toInt, s().replaceAll("\"", ""), s().replaceAll("\"", ""), s().replaceAll("\"", ""), s().replaceAll("\"", "").toInt ) ).toDF() bank.registerTempTable("bank")
2sql统计
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" 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3 sql统计
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" 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4 sql统计
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" 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