elasticsearch-spark indexing error : Cannot handle type Map within Map using ScalaValueWriter

Question

我正在尝试使用带有 spark-1.3.1 的 elasticsearch-spark-2.1.0 在 elasticsearch 中索引数据，但出现以下错误：

org.elasticsearch.hadoop.serialization.EsHadoopSerializationException: Cannot handle type [class scala.collection.immutable.Map$Map3] within type [class scala.collection.immutable.Map$Map4], instance [Map(word -> ..., pos -> ...)] within instance [Map(page_title -> ..., full -> ..., tokens -> [Lscala.collection.immutable.Map;@1efb3e9)] using writer [org.elasticsearch.spark.serialization.ScalaValueWriter@200c86fd]

这是我索引 spark RDD 的代码。

val spark = new SparkContext(...)
val filesRDD = spark.wholeTextFiles("hdfs://" + source_dir + "/*", 200)

// val sentenceList: RDD[Map[String, Object with Serializable { .. }]]
val sentenceList = filesRDD.flatMap(file => ...)
  .flatMap { page =>
    page.sentences.map { sentence =>
      Map("page_title" -> page.title,
        "full" -> sentence.map(_.word).mkString(" "),
        "tokens" -> sentence.map { t =>
          Map("word" -> t.word, "pos" -> t.pos)
        }.toArray)
    }
  }

EsSpark.saveToEs(sentenceList, ES_RESOURCE)

为什么我不能在地图中索引地图，如何解决？谢谢

Answer 1

终于解决了问题

我只是删除了 Map 中的 .toArray 调用。好像是库解析不了。

生成的地图是：

Map("page_title" -> page.title,
    "full" -> sentence.map(_.word).mkString(" "),
    "tokens" -> sentence.map { t =>
      Map("word" -> t.word, "pos" -> t.pos)
    })

elasticsearch-spark indexing error : Cannot handle type Map within Map using ScalaValueWriter

elasticsearch-spark indexing error : Cannot handle type Map within Map using ScalaValueWriter

scala

apache-spark

elasticsearch-hadoop