带有 Spark 和 Cassandra 的 SBT 应用程序 - 类路径中缺少符号 'type <none>.package.DataFrame'

Question

我正在尝试创建简单的 Apache Spark 应用程序，它将使用 Datastax Cassandra 连接器连接到 Cassandra 并执行一些操作，但出现错误

Symbol 'type <none>.package.DataFrame' is missing from the classpath.

我的build.sbt:

name := "spark-app"
version := "1.0"
scalaVersion := "2.11.11"


libraryDependencies ++= Seq(
  "com.datastax.spark" %% "spark-cassandra-connector" % "2.0.0",
  "org.apache.spark" %% "spark-core" % "2.1.1" % "provided"
)

resolvers += "Spark Packages Repo" at "https://dl.bintray.com/spark-packages/maven"

我的简单应用：

package com.budgetbakers.be.dwh.spark
import com.datastax.spark.connector._
import org.apache.spark.{SparkConf, SparkContext}

object Distinct {
  def main(args: Array[String]): Unit = {
    val conf = new SparkConf(true)
      .set("spark.cassandra.connection.host", "127.0.0.1")

    val sc = new SparkContext(conf)
    println(sc.cassandraTable("ks", "users").select("gender").distinct().collect().mkString(","))
    sc.stop()
  }
}

当我尝试 package 项目时，出现以下编译错误：

[error] /.../Distinct.scala:18: Symbol 'type <none>.package.DataFrame' is missing from the classpath.
[error] This symbol is required by 'value com.datastax.spark.connector.package.dataFrame'.
[error] Make sure that type DataFrame is in your classpath and check for conflicting dependencies with `-Ylog-classpath`.
[error] A full rebuild may help if 'package.class' was compiled against an incompatible version of <none>.package.
[error]     println(sc.cassandraTable("ks", "users").select("gender").distinct().collect().mkString(","))
[error]             ^

我是不是漏掉了什么？也许存在一些依赖冲突？

我使用的应用版本：

卡桑德拉：3.1
apache 火花：2.1.1
spark cassandra 连接器：2.0.0
斯卡拉：2.11
sbt: 0.13.15
sbt 汇编插件：0.14.0

Answer 1

尝试添加 spark-sql 依赖项以及核心库。为了将来参考，有示例构建文件 here

带有 Spark 和 Cassandra 的 SBT 应用程序 - 类路径中缺少符号 'type <none>.package.DataFrame'

SBT app with Spark and Cassandra - Symbol 'type <none>.package.DataFrame' is missing from the classpath

scala

cassandra

sbt

datastax

apache-spark