Caused by: java.lang.NoClassDefFoundError: org/apache/spark/sql/types/StructType while it is imported

Question

我正在使用 Spark SQL 依赖项，就像已经导入它的数据结构一样，但没有将 SPark 上下文传递给 Scala 的主要方法。为什么我会收到此异常？

Caused by: java.lang.NoClassDefFoundError: org/apache/spark/sql/types/StructType

代码：

package io.sekai.industry.streaming

import org.apache.spark.sql.types
import org.apache.spark.sql.types.{LongType, StringType, StructField, StructType}

class NonSparkSensorsGeneration {

  val schema = StructType(
    StructField("id", LongType, nullable = false) :: //always skip this if using the operator
      StructField("Energy Data", StringType, nullable = false, metadata = new types.MetadataBuilder().putString("mqtt", "ESP_02/Energy Data").putString("label", "EnergyData").build()) ::
      Nil)

  def readFromCSVFile(shortPath: String): Unit= {

    println("Preparing to load the csv file from jar resource " + shortPath)
    val input = getClass.getResourceAsStream(shortPath)
    println("Loaded file from resource " + shortPath)
    println("Input stream from resource " + shortPath + " details: " + input.toString)
    val source = scala.io.Source.fromInputStream(input)
    val data = source.getLines.map(_.split("\t")).toArray
    source.close
    println(data.getClass)
  }


  def main(args: Array[String]): Unit = {
    readFromCSVFile("generation")
  }
}

那么class继承自对象：

package io.sekai.industry.streaming

object NonSparkSensorsGenerationJob extends NonSparkSensorsGeneration

和运行为：

"C:\Program Files\AdoptOpenJDK\jdk-12.0.1.12-hotspot\bin\java.exe" "-javaagent:D:\idea\IntelliJ IDEA Community Edition 2020.1.2\lib\idea_rt.jar=50417:D:\idea\IntelliJ IDEA Community Edition 2020.1.2\bin" -Dfile.encoding=UTF-8 @C:\Users\eljah32\AppData\Local\Temp\idea_arg_file1955225673 .industry.streaming.NonSparkSensorsGenerationJob

它运行正常，当我删除 val schema 变量时

Answer 1

您可能忘记在 IDE 中启用 Add dependencies with "provided" scope to classpath 标志（我提到的标志来自 IntelliJ IDEA）

Caused by: java.lang.NoClassDefFoundError: org/apache/spark/sql/types/StructType while it is imported

Caused by: java.lang.NoClassDefFoundError: org/apache/spark/sql/types/StructType while it is imported

scala

apache-spark