我在码头工人上运行pyspark。我能够使用 pyspark 进行基本操作。但是当我尝试执行sql查询时,我得到以下异常
[IN] from pyspark.sql import SQLContext, HiveContext
sqlContext = HiveContext(sc)
rdd = sqlContext.parquetFile("/2014122x.parquet")
rdd.count()
[OUT] 53855299L
但是当我执行以下查询时,我收到以下错误
[IN] rdd.registerAsTable("tweets")
sqlContext.sql("drop table if exists tweets_filtered")
%time sqlContext.sql("create table tweets_filtered as "
+" select floor(cast(timestamp_ms as decimal)/(900*1000)) as ts, source"
+", user.geo_enabled, user.followers_count, user.friends_count, user.id"
+", user.lang, user.location, user.verified"
+" from tweets a where timestamp_ms is not null")
sqlContext.cacheTable("tweets_filtered")
Py4JJavaError: An error occurred while calling o18.sql.
: org.apache.spark.sql.execution.QueryExecutionException: FAILED: Execution Error, return code 1 from org.apache.hadoop.hive.ql.exec.DDLTask. MetaException(message:java.lang.IllegalArgumentException: java.net.UnknownHostException: 3f8c07a0e645)
at org.apache.spark.sql.hive.HiveContext.runHive(HiveContext.scala:309)
at org.apache.spark.sql.hive.HiveContext.runSqlHive(HiveContext.scala:276)
at org.apache.spark.sql.hive.execution.DropTable.sideEffectResult$lzycompute(commands.scala:58)
at org.apache.spark.sql.hive.execution.DropTable.sideEffectResult(commands.scala:56)
at org.apache.spark.sql.execution.Command$class.execute(commands.scala:46)
at org.apache.spark.sql.hive.execution.DropTable.execute(commands.scala:51)
at org.apache.spark.sql.SQLContext$QueryExecution.toRdd$lzycompute(SQLContext.scala:425)
at org.apache.spark.sql.SQLContext$QueryExecution.toRdd(SQLContext.scala:425)
at org.apache.spark.sql.SchemaRDDLike$class.$init$(SchemaRDDLike.scala:58)
at org.apache.spark.sql.SchemaRDD.<init>(SchemaRDD.scala:108)
at org.apache.spark.sql.hive.HiveContext.sql(HiveContext.scala:94)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:57)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:606)
at py4j.reflection.MethodInvoker.invoke(MethodInvoker.java:231)
at py4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:379)
at py4j.Gateway.invoke(Gateway.java:259)
at py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:133)
at py4j.commands.CallCommand.execute(CallCommand.java:79)
at py4j.GatewayConnection.run(GatewayConnection.java:207)
at java.lang.Thread.run(Thread.java:744)
有人可以帮助解决这个问题吗?
如果您最近升级了 docker(或者可能从 boot2docker 迁移到 docker-machine),则工作目录中的metastore_db可能是使用旧 docker VM 的主机名(3f8c07a0e645?)配置
的。为了在我的 docker 上解决此问题,我完全删除了metastore_db,重新创建了它,当我再次尝试我的命令时,一切都很顺利。 不过,可能有更好的方法来处理它。