我是spark开发的新手，尝试在redhat linux环境中使用sbt构建我的第一个spark2（scala）应用程序。以下是环境细节。

CDH Version: 5.11.0
Apache Spark2: 2.1.0.cloudera1
Scala Version: 2.11.11
Java Version: 1.7.0_101

申请代码：

import org.apache.spark.sql
import org.apache.spark.sql.SparkSession
import org.apache.spark.sql.types._
import org.apache.spark.sql

object MySample {
def main(args: Array[String]) {

    val warehouseLocation = "file:${system:user.dir}/spark-warehouse"
    val spark = SparkSession
       .builder()
       .appName("FirstApplication")
       .config("spark.sql.warehouse.dir", warehouseLocation)
       .getOrCreate()

    val schPer = new StructType(Array(
    new StructField("Column1",IntegerType,false),
    new StructField("Column2",StringType,true),
    new StructField("Column3",StringType,true),
    new StructField("Column4",IntegerType,true)
    ))
val dfPeriod = spark.read.format("csv").option("header",false).schema(schPer).load("/prakash/periodFiles/")
dfPeriod.write.format("csv").save("/prakash/output/dfPeriod")
}

}
使用sbt编译时出现以下错误。

$ sbt
[info] Loading project definition from /home/prakash/project
[info] Set current project to my sample (in build file:/home/prakash/)
> compile
[info] Compiling 2 Scala sources to /home/prakash/target/scala-2.11/classes...
[error] /home/prakash/src/main/scala/my_sample.scala:2: object SparkSession is not a member of package org.apache.spark.sql
[error] import org.apache.spark.sql.SparkSession
[error]        ^
[error] /home/prakash/src/main/scala/my_sample.scala:3: object types is not a member of package org.apache.spark.sql
[error] import org.apache.spark.sql.types._
[error]                             ^
[error] /home/prakash/src/main/scala/my_sample.scala:10: not found: value SparkSession
[error]                 val spark = SparkSession
[error]                             ^
[error] /home/prakash/src/main/scala/my_sample.scala:16: not found: type StructType
[error]                 val schPer = new StructType(Array(
[error]                                  ^
..
..
..
[error] 43 errors found
[error] (compile:compileIncremental) Compilation failed

下面是我的sbt项目配置。

name := "my sample"
version := "1.0"
scalaVersion := "2.11.8"
libraryDependencies += "org.apache.spark" %% "spark-core" % "2.1.0"