我使用的是GeoSpark 1.3.1,我试图找到包含在多边形中的所有地理点。我使用sql命令:
val result = spark.sql(
|SELECT *
|FROM spatial_trace, streetCrossDf
|WHERE ST_Within (streetCrossDf.geometry, spatial_trace.geometry)
""".stripMargin)
result.show() 查询运行得很好,但是当我试图显示结果时,查询失败了。看起来像是库中的输出问题。我在齐柏林飞艇笔记本上做这件事。有人能告诉我我做错了什么吗?我得到以下错误:
org.apache.spark.SparkException:由于阶段故障而中止作业:阶段10.0中的任务0失败了4次,最近一次失败:阶段10.0中丢失了任务0.3 (TID 15,10.42.22.236,执行器3):在org.apache.spark.sql.geosparksql.strategy.join.TraitJoinQueryExec$$anonfun$toSpatialRdd$1.apply(TraitJoinQueryExec.scala:164) at org.apache.spark.sql.geosparksql.strategy.join.TraitJoinQueryExec$$anonfun$toSpatialRdd$1.apply(TraitJoinQueryExec.scala:163) at scala.collection.Iterator$$anon$11.next(Iterator.scala:410) at scala.collection.Iterator$class.foreach(Iterator.scala:891) at scala中,java.lang.ClassCastException: org.apache.spark.unsafe.types.UTF8String不能强制转换为org.apache.spark.sql.catalyst.util.ArrayData.collection.AbstractIterator.foreach(Iterator.scala:1334)在scala.collection.TraversableOnce$class.foldLeft(TraversableOnce.scala:157)在scala.collection.AbstractIterator.foldLeft(Iterator.scala:1334)在scala.collection.TraversableOnce$class.aggregate(TraversableOnce.scala:214)在scala.collection.AbstractIterator.aggregate(Iterator.scala:1334)在org.apache.spark.rdd.RDD$$anonfun$aggregate$1$$anonfun$22.apply(RDD.scala:1122)在org.apache.spark.rdd.RDD$$anonfun$aggregate$1$$anonfun$22.apply(RDD.scala:1122)在org.apache.spark.SparkContext$$anonfun$36。在org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:90)在org.apache.spark.scheduler.Task.run(Task.scala:121)在org.apache.spark.executor.Executor$TaskRunner$$anonfun$10.apply(Executor.scala:402)在org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:1360)在org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:408)在org.apache.spark.SparkContext$$anonfun$36.apply(SparkContext.scala:2157)申请(SparkContext.scala:2157)java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149) at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624) at java.lang.Thread.run(Thread.java:748)
发布于 2020-12-17 05:11:11
我知道我来晚了,但是这个问题已经由开发人员here解决了。需要使用constructor转换几何
示例修复:
WHERE ST_Within (ST_GeomFromWKT(streetCrossDf.geometry), ST_GeomFromWKT(spatial_trace.geometry))https://stackoverflow.com/questions/63967777
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