本文整理汇总了Scala中org.apache.spark.sql.catalyst.plans.logical类的典型用法代码示例。如果您正苦于以下问题:Scala logical类的具体用法?Scala logical怎么用?Scala logical使用的例子?那么, 这里精选的类代码示例或许可以为您提供帮助。
在下文中一共展示了logical类的1个代码示例,这些例子默认根据受欢迎程度排序。您可以为喜欢或者感觉有用的代码点赞,您的评价将有助于系统推荐出更棒的Scala代码示例。
示例1: checkAnswer
//设置package包名称以及导入依赖的类
package org.apache.spark.orientdb
import org.apache.spark.sql.catalyst.plans.logical
import org.apache.spark.sql.{DataFrame, Row}
import org.scalatest.FunSuite
trait QueryTest extends FunSuite {
def checkAnswer(df: DataFrame, expectedAnswer: Seq[Row]): Unit = {
val isSorted = df.queryExecution.logical.collect {case s: logical.Sort => s}.nonEmpty
def prepareAnswer(answer: Seq[Row]): Seq[Row] = {
val converted: Seq[Row] = answer.map { s =>
Row.fromSeq(s.toSeq.map {
case d: java.math.BigDecimal => BigDecimal(d)
case b: Array[Byte] => b.toSeq
case o => o
})
}
if (!isSorted) converted.sortBy(_.toString()) else converted
}
val sparkAnswer = try df.collect().toSeq catch {
case e: Exception =>
val errorMessage =
s"""
|Exception thrown while executing query:
|${df.queryExecution}
|== Exception ==
|$e
|${org.apache.spark.sql.catalyst.util.stackTraceToString(e)}
""".stripMargin
fail(errorMessage)
}
if (prepareAnswer(expectedAnswer) != prepareAnswer(sparkAnswer)) {
val errorMessage =
s"""
|Results do not match for query:
|${df.queryExecution}
|== Results ==
|${sideBySide(
s"== Correct Answer - ${expectedAnswer.size} ==" +:
prepareAnswer(expectedAnswer).map(_.toString()),
s"== Spark Answer - ${sparkAnswer.size} ==" +:
prepareAnswer(sparkAnswer).map(_.toString())).mkString("\n")}
""".stripMargin
fail(errorMessage)
}
}
private def sideBySide(left: Seq[String], right: Seq[String]): Seq[String] = {
val maxLeftSize = left.map(_.length).max
val leftPadded = left ++ Seq.fill(math.max(right.size - left.size, 0))("")
val rightPadded = right ++ Seq.fill(math.max(left.size - right.size, 0))("")
leftPadded.zip(rightPadded).map {
case (l, r) => (if (l == r) " " else "!") + l + (" " * ((maxLeftSize - l.length) + 3)) + r
}
}
}