2017-04-23 119 views
1

我試圖讀取壓縮的csv文件(.bz2)作爲DataFrame。我的代碼如下Spark 2.1.0:讀取壓縮的csv文件

// read the data 
    Dataset<Row> rData = spark.read().option("header", true).csv(input); 

這在我在IDE中嘗試時有效。我可以讀取數據並進行處理,但是當我嘗試使用Maven來構建它,並在命令行中,我得到以下錯誤

Exception in thread "main" java.lang.ClassNotFoundException: Failed to find data source: csv. Please find packages at http://spark.apache.org/third-party-projects.html 
    at org.apache.spark.sql.execution.datasources.DataSource$.lookupDataSource(DataSource.scala:569) 
    at org.apache.spark.sql.execution.datasources.DataSource.providingClass$lzycompute(DataSource.scala:86) 
    at org.apache.spark.sql.execution.datasources.DataSource.providingClass(DataSource.scala:86) 
    at org.apache.spark.sql.execution.datasources.DataSource.resolveRelation(DataSource.scala:325) 
    at org.apache.spark.sql.DataFrameReader.load(DataFrameReader.scala:152) 
    at org.apache.spark.sql.DataFrameReader.csv(DataFrameReader.scala:415) 
    at org.apache.spark.sql.DataFrameReader.csv(DataFrameReader.scala:352) 
    at com.cs6240.Driver.main(Driver.java:28) 
Caused by: java.lang.ClassNotFoundException: csv.DefaultSource 
    at java.net.URLClassLoader.findClass(URLClassLoader.java:381) 
    at java.lang.ClassLoader.loadClass(ClassLoader.java:424) 
    at sun.misc.Launcher$AppClassLoader.loadClass(Launcher.java:331) 
    at java.lang.ClassLoader.loadClass(ClassLoader.java:357) 
    at org.apache.spark.sql.execution.datasources.DataSource$$anonfun$25$$anonfun$apply$13.apply(DataSource.scala:554) 
    at org.apache.spark.sql.execution.datasources.DataSource$$anonfun$25$$anonfun$apply$13.apply(DataSource.scala:554) 
    at scala.util.Try$.apply(Try.scala:192) 
    at org.apache.spark.sql.execution.datasources.DataSource$$anonfun$25.apply(DataSource.scala:554) 
    at org.apache.spark.sql.execution.datasources.DataSource$$anonfun$25.apply(DataSource.scala:554) 
    at scala.util.Try.orElse(Try.scala:84) 
    at org.apache.spark.sql.execution.datasources.DataSource$.lookupDataSource(DataSource.scala:554) 
    ... 7 more 

我不知道如果我失去了一些東西運行。讀取CSV文件是否有一些依賴性?根據文檔,Spark 2.x.x支持這個功能。

回答

1

我按照此答案中的步驟解決了問題。 https://stackoverflow.com/a/39465892/2705924

基本上有一些問題與組裝插件,當我用遮陽插件,使用這種

<transformer implementation="org.apache.maven.plugins.shade.resource.ServicesResourceTransformer"/>