spark 遇到的一个join产生的broadcast问题

3,310次阅读

共计 776 个字符，预计需要花费 2 分钟才能阅读完成。

深夜水文一篇，这是n天前碰到的一个问题：

Exception in thread “main” org.apache.spark.sql.catalyst.errors.package$TreeNodeException: execute, tree:

出现这个问题的是发生在join的时候，同时也会报一些 broadcast 异常，为了解决这个问题，你需要做以下两个配置

`spark.sql.broadcastTimeout`	300	Timeout in seconds for the broadcast wait time in broadcast joins	1.3.0
`spark.sql.autoBroadcastJoinThreshold`	10485760 (10 MB)	Configures the maximum size in bytes for a table that will be broadcast to all worker nodes when performing a join. By setting this value to -1 broadcasting can be disabled. Note that currently statistics are only supported for Hive Metastore tables where the command `ANALYZE TABLE <tableName> COMPUTE STATISTICS noscan` has been run.	1.1.0

上面是默认的配置，为了解决上面的问题，我设置如下

spark = SparkSession
  .builder
  .appName("test")
  .config("spark.sql.broadcastTimeout", "1800")
  .config("spark.sql.autoBroadcastJoinThreshold","-1")
  .getOrCreate()

正文完

请博主喝杯咖啡吧！