java - Spark Java saveAsTable 因 ArrayIndexOutOfBoundsException 而失败

Question

我使用的是 2.4.0 Spark-core 和 Spark-sql。

我正在尝试创建 sparkSession，然后创建一个范围，然后将其写入表。

使用 Scala 以下代码有效

val sparkSession = SparkSession
  .builder()
  .appName("Java Spark SQL basic example")
  .config("spark.master", "local")
  .getOrCreate();
   sparkSession.range(10).write.option("path", "/tmp/test").saveAsTable("testData")

但是当我使用 java 执行相同的步骤时，它失败了。

   SparkSession sparkSession = SparkSession.builder()
            .appName("Java Spark SQL basic example")
            .config("spark.master", "local")
            .getOrCreate();

    //create table
    sparkSession.range(10).write().mode(SaveMode.Overwrite).option("path", "/tmp/test").saveAsTable("testData");

错误堆栈跟踪是:

Exception in thread "main" java.lang.ArrayIndexOutOfBoundsException: 10582
    at com.thoughtworks.paranamer.BytecodeReadingParanamer$ClassReader.accept(BytecodeReadingParanamer.java:563)
    at com.thoughtworks.paranamer.BytecodeReadingParanamer$ClassReader.access$200(BytecodeReadingParanamer.java:338)
    at com.thoughtworks.paranamer.BytecodeReadingParanamer.lookupParameterNames(BytecodeReadingParanamer.java:103)
    at com.thoughtworks.paranamer.CachingParanamer.lookupParameterNames(CachingParanamer.java:90)
    at com.fasterxml.jackson.module.scala.introspect.BeanIntrospector$.getCtorParams(BeanIntrospector.scala:44)
    at com.fasterxml.jackson.module.scala.introspect.BeanIntrospector$.$anonfun$apply$1(BeanIntrospector.scala:58)
    at com.fasterxml.jackson.module.scala.introspect.BeanIntrospector$.$anonfun$apply$1$adapted(BeanIntrospector.scala:58)
    at scala.collection.TraversableLike.$anonfun$flatMap$1(TraversableLike.scala:240)
    at scala.collection.Iterator.foreach(Iterator.scala:937)
    at scala.collection.Iterator.foreach$(Iterator.scala:937)
    at scala.collection.AbstractIterator.foreach(Iterator.scala:1425)
    at scala.collection.IterableLike.foreach(IterableLike.scala:70)
    at scala.collection.IterableLike.foreach$(IterableLike.scala:69)
    at scala.collection.AbstractIterable.foreach(Iterable.scala:54)
    at scala.collection.TraversableLike.flatMap(TraversableLike.scala:240)
    at scala.collection.TraversableLike.flatMap$(TraversableLike.scala:237)
    at scala.collection.AbstractTraversable.flatMap(Traversable.scala:104)
    at com.fasterxml.jackson.module.scala.introspect.BeanIntrospector$.findConstructorParam$1(BeanIntrospector.scala:58)
    at com.fasterxml.jackson.module.scala.introspect.BeanIntrospector$.$anonfun$apply$19(BeanIntrospector.scala:176)
    at scala.collection.TraversableLike.$anonfun$map$1(TraversableLike.scala:233)
    at scala.collection.IndexedSeqOptimized.foreach(IndexedSeqOptimized.scala:32)
    at scala.collection.IndexedSeqOptimized.foreach$(IndexedSeqOptimized.scala:29)
    at scala.collection.mutable.ArrayOps$ofRef.foreach(ArrayOps.scala:194)
    at scala.collection.TraversableLike.map(TraversableLike.scala:233)
    at scala.collection.TraversableLike.map$(TraversableLike.scala:226)
    at scala.collection.mutable.ArrayOps$ofRef.map(ArrayOps.scala:194)
    at com.fasterxml.jackson.module.scala.introspect.BeanIntrospector$.$anonfun$apply$14(BeanIntrospector.scala:170)
    at com.fasterxml.jackson.module.scala.introspect.BeanIntrospector$.$anonfun$apply$14$adapted(BeanIntrospector.scala:169)
    at scala.collection.TraversableLike.$anonfun$flatMap$1(TraversableLike.scala:240)
    at scala.collection.immutable.List.foreach(List.scala:388)
    at scala.collection.TraversableLike.flatMap(TraversableLike.scala:240)
    at scala.collection.TraversableLike.flatMap$(TraversableLike.scala:237)
    at scala.collection.immutable.List.flatMap(List.scala:351)
    at com.fasterxml.jackson.module.scala.introspect.BeanIntrospector$.apply(BeanIntrospector.scala:169)
    at com.fasterxml.jackson.module.scala.introspect.ScalaAnnotationIntrospector$._descriptorFor(ScalaAnnotationIntrospectorModule.scala:22)
    at com.fasterxml.jackson.module.scala.introspect.ScalaAnnotationIntrospector$.fieldName(ScalaAnnotationIntrospectorModule.scala:30)
    at com.fasterxml.jackson.module.scala.introspect.ScalaAnnotationIntrospector$.findImplicitPropertyName(ScalaAnnotationIntrospectorModule.scala:78)
    at com.fasterxml.jackson.databind.introspect.AnnotationIntrospectorPair.findImplicitPropertyName(AnnotationIntrospectorPair.java:467)
    at com.fasterxml.jackson.databind.introspect.POJOPropertiesCollector._addFields(POJOPropertiesCollector.java:351)
    at com.fasterxml.jackson.databind.introspect.POJOPropertiesCollector.collectAll(POJOPropertiesCollector.java:283)
    at com.fasterxml.jackson.databind.introspect.POJOPropertiesCollector.getJsonValueMethod(POJOPropertiesCollector.java:169)
    at com.fasterxml.jackson.databind.introspect.BasicBeanDescription.findJsonValueMethod(BasicBeanDescription.java:223)
    at com.fasterxml.jackson.databind.ser.BasicSerializerFactory.findSerializerByAnnotations(BasicSerializerFactory.java:348)
    at com.fasterxml.jackson.databind.ser.BeanSerializerFactory._createSerializer2(BeanSerializerFactory.java:210)
    at com.fasterxml.jackson.databind.ser.BeanSerializerFactory.createSerializer(BeanSerializerFactory.java:153)
    at com.fasterxml.jackson.databind.SerializerProvider._createUntypedSerializer(SerializerProvider.java:1203)
    at com.fasterxml.jackson.databind.SerializerProvider._createAndCacheUntypedSerializer(SerializerProvider.java:1157)
    at com.fasterxml.jackson.databind.SerializerProvider.findValueSerializer(SerializerProvider.java:481)
    at com.fasterxml.jackson.databind.SerializerProvider.findTypedValueSerializer(SerializerProvider.java:679)
    at com.fasterxml.jackson.databind.ser.DefaultSerializerProvider.serializeValue(DefaultSerializerProvider.java:107)
    at com.fasterxml.jackson.databind.ObjectMapper._configAndWriteValue(ObjectMapper.java:3559)
    at com.fasterxml.jackson.databind.ObjectMapper.writeValueAsString(ObjectMapper.java:2927)
    at org.apache.spark.rdd.RDDOperationScope.toJson(RDDOperationScope.scala:52)
    at org.apache.spark.rdd.RDDOperationScope$.withScope(RDDOperationScope.scala:142)
    at org.apache.spark.sql.execution.SparkPlan.executeQuery(SparkPlan.scala:152)
    at org.apache.spark.sql.execution.SparkPlan.execute(SparkPlan.scala:127)
    at org.apache.spark.sql.execution.QueryExecution.toRdd$lzycompute(QueryExecution.scala:80)
    at org.apache.spark.sql.execution.QueryExecution.toRdd(QueryExecution.scala:80)
    at org.apache.spark.sql.DataFrameWriter.$anonfun$runCommand$1(DataFrameWriter.scala:668)
    at org.apache.spark.sql.execution.SQLExecution$.$anonfun$withNewExecutionId$1(SQLExecution.scala:78)
    at org.apache.spark.sql.execution.SQLExecution$.withSQLConfPropagated(SQLExecution.scala:125)
    at org.apache.spark.sql.execution.SQLExecution$.withNewExecutionId(SQLExecution.scala:73)
    at org.apache.spark.sql.DataFrameWriter.runCommand(DataFrameWriter.scala:668)
    at org.apache.spark.sql.DataFrameWriter.createTable(DataFrameWriter.scala:465)
    at org.apache.spark.sql.DataFrameWriter.saveAsTable(DataFrameWriter.scala:444)
    at org.apache.spark.sql.DataFrameWriter.saveAsTable(DataFrameWriter.scala:400)
    at org.amir.spark.FirstSparkApp.main(FirstSparkApp.java:16)

Answer 1

这是参数版本的问题。在 spark-core/spark-sql 之前添加如下依赖。

<dependency>
    <groupId>com.thoughtworks.paranamer</groupId>
    <artifactId>paranamer</artifactId>
    <version>2.8</version>
</dependency>