【发布时间】：2017-02-28 09:03:07
【问题描述】：
我正在创建 Spark 2.0.1 项目并希望在我的 SBT 项目中使用 Spark 测试罐。
build.sbt:
scalaVersion := "2.11.0"
val sparkVersion = "2.0.1"
libraryDependencies ++= Seq(
"org.apache.spark" %% "spark-core" % sparkVersion % "compile",
"org.apache.spark" %% "spark-sql" % sparkVersion % "compile",
"org.scalatest" %% "scalatest" % "2.2.6" % "test",
"org.apache.spark" %% "spark-core" % sparkVersion % "test" classifier "tests",
"org.apache.spark" %% "spark-sql" % sparkVersion % "test" classifier "tests",
"org.apache.spark" %% "spark-catalyst" % sparkVersion % "test" classifier "tests"
)
我的测试代码：
import org.apache.spark.sql.DataFrame
import org.apache.spark.sql.functions._
import org.apache.spark.sql.test.SharedSQLContext
class LoaderTest extends org.apache.spark.sql.QueryTest with SharedSQLContext {
import testImplicits._
test("function current_date") {
val df1 = Seq((1, 2), (3, 1)).toDF("a", "b")
// Rest of test code and assertion using checkAnswer method
}
}
但是当我尝试使用以下方式运行测试时：
sbt clean test
出现以下错误：
[info] Compiling 1 Scala source to /tstprg/test/target/scala-2.11/test-classes...
[error] bad symbolic reference to org.apache.spark.sql.catalyst.expressions.PredicateHelper encountered in class file 'PlanTest.class'.
[error] Cannot access type PredicateHelper in package org.apache.spark.sql.catalyst.expressions. The current classpath may be
[error] missing a definition for org.apache.spark.sql.catalyst.expressions.PredicateHelper, or PlanTest.class may have been compiled against a version that's
[error] incompatible with the one found on the current classpath.
[error] /tstprg/test/src/test/scala/facts/LoaderTest.scala:7: illegal inheritance;
[error] self-type facts.LoaderTest does not conform to org.apache.spark.sql.QueryTest's selftype org.apache.spark.sql.QueryTest
[error] class LoaderTest extends org.apache.spark.sql.QueryTest with SharedSQLContext {
[error] ^
[error] /tstprg/test/src/test/scala/facts/LoaderTest.scala:7: illegal inheritance;
[error] self-type facts.LoaderTest does not conform to org.apache.spark.sql.test.SharedSQLContext's selftype org.apache.spark.sql.test.SharedSQLContext
[error] class LoaderTest extends org.apache.spark.sql.QueryTest with SharedSQLContext {
[error] ^
[error] bad symbolic reference to org.apache.spark.sql.Encoder encountered in class file 'SQLImplicits.class'.
[error] Cannot access type Encoder in package org.apache.spark.sql. The current classpath may be
[error] missing a definition for org.apache.spark.sql.Encoder, or SQLImplicits.class may have been compiled against a version that's
[error] incompatible with the one found on the current classpath.
[error] /tstprg/test/src/test/scala/facts/LoaderTest.scala:11: bad symbolic reference to org.apache.spark.sql.catalyst.plans.logical encountered in class file 'SQLTestUtils.class'.
[error] Cannot access term logical in package org.apache.spark.sql.catalyst.plans. The current classpath may be
[error] missing a definition for org.apache.spark.sql.catalyst.plans.logical, or SQLTestUtils.class may have been compiled against a version that's
[error] incompatible with the one found on the current classpath.
[error] val df1 = Seq((1, 2), (3, 1)).toDF("a", "b")
[error] ^
[error] 5 errors found
[error] (test:compileIncremental) Compilation failed
任何尝试使用火花测试罐使用 SBT 进行单元测试的人都可以帮助我解决我所缺少的吗？
注意：当我通过 IntelliJ IDE 运行时，此测试运行良好。
【问题讨论】：
标签： apache-spark intellij-idea sbt