spark maxResultSize

最新推荐文章于 2025-01-17 18:36:59 发布

sina微博_SNS程飞

最新推荐文章于 2025-01-17 18:36:59 发布

阅读量4.1k

点赞数

CC 4.0 BY-SA版权

分类专栏： spark 文章标签： spark

本文链接：https://blog.youkuaiyun.com/ksearch/article/details/72377556

spark 专栏收录该内容

10 篇文章

订阅专栏

本文介绍了解决Apache Spark任务中因结果大小超过限制而导致的任务失败问题。通过调整配置参数，如executor内存开销和driver最大结果大小，可以有效避免此类错误。

摘要生成于 C知道，由 DeepSeek-R1 满血版支持，前往体验 >

INFO org.apache.spark.deploy.yarn.ApplicationMaster:

Unregistering ApplicationMaster with FAILED

(diag message:

	User class threw exception:

		org.apache.spark.SparkException:

			Job aborted due to stage failure:

				Total size of serialized results of 19 tasks (1069.2 MB) is bigger than spark.driver.maxResultSize (1024.0 MB)

val conf = new SparkConf().setAppName("your app name")
conf.set("spark.yarn.executor.memoryOverhead", "2000")
conf.set("spark.driver.maxResultSize", "8g")

确定要放弃本次机会？

福利倒计时

: :

立减 ¥

普通VIP年卡可用

立即使用

sina微博_SNS程飞

关注关注

0
点赞
踩
0

收藏

觉得还不错? 一键收藏
0
评论
分享

复制链接

分享到 QQ

分享到新浪微博

扫一扫
举报

举报

专栏目录

Spark spark.driver.maxResultSize作用，报错 is bigger than spark.driver.maxResultSize

Top5软件工程硕士，先后在京东、字节从事多年Java后端开发、实时和离线大数据开发

12-26

6637

Application Properties Property Name Default Meaning spark.app.name (none) The name of your application. This will appear in the UI and in log data. spark.driver.cores 1 Number of cores to use for the driver process, only in cluster

Zeppelin设置返回的最大结果行数zeppelin.spark.maxResult

zhengzaifeidelushang的博客

08-30

872

Zeppelin设置返回的最大结果行数方法： interpreter页面设置最大行树： zeppelin.spark.maxResult：10000 查询数据超过10万行就会出现下面的提示：

参与评论您还未登录，请先登录后发表或查看评论

Spark优化那些事(4)-关于spark.driver.maxResultSize的疑惑

weixin_43668299的博客

06-30

2721

今天遇到了spark.driver.maxResultSize的异常，通过增大该值解决了，但是其运行机制不是很明白，先记录在这里，希望后面有机会可以明白背后的机制。该异常会报如下的异常信息: Job aborted due to stage failure: Total size of serialized results of 3979 tasks (1024.2 MB) is bigger than spark.driver.maxResultSize (1024.0 MB) 锁定了是spark.d

spark.driver.maxResultSize限制 Spark 驱动程序（driver）在向客户端返回结果时的最大大小

qq_43688472的博客

09-21

3609

每个Spark　action的所有分区的序列化结果的总大小限制（例如，collect行动算子）。应该至少为1M，或者为无限制。如果超过1g，job将被中止。如果driver.maxResultSize设置过大可能会超出内存（取决于spark.driver.memory和JVM中对象的内存开销）。设置适当的参数限制可以防止内存不足。设置为0则为无限制，但是有OOM的风险。这会将最大结果大小设置为 2GB。

spark.driver.maxResultSize参数详解

ChengYanan的博客

11-21

6913

参数含义及默认值： Limit of total size of serialized results of all partitions for each Spark action (e.g. collect). Should be at least 1M, or 0 for unlimited. Jobs will be aborted if the total size is above ...

spark - tasks is bigger than spark.driver.maxResultSize

weixin_30444105的博客

04-03

313

set by SparkConf:conf.set("spark.driver.maxResultSize", "3g") set byspark-defaults.conf:spark.driver.maxResultSize 3g set when callingspark-submit:--conf spark.driver.maxResultSize=3g 转载...

Spark 总结项目一---报错:bigger than spark.driver.maxResultSize

修行的博客

09-25

2130

七、spark集群报错：bigger than spark.driver.maxResultSize 难点报错代码 20/09/15 15:21:32 ERROR scheduler.TaskSetManager: Total size of serialized results of 423 tasks (4.0 GB) is bigger than spark.driver.maxResultSize (4.0 GB) Exception in thread "main" org.apache.spa

spark任务优化参数

热门推荐

不负如来不负卿

06-05

2万+

本地local模式运行报spark.driver.maxResultSize超出1024M,接下来分解决方法、参数含义及默认值等维度说明。一、解决方法：增大spark.driver.maxResultSize，设置方式是sparkConf.set("spark.driver.maxResultSize", "4g")二、参数含义及默认值：Limit of total size of seriali...

【bigger than spark.driver.maxResultSize】

很吵请安静

09-23

4701

提交spark程序后报如下错误 Caused by: org.apache.spark.SparkException: Job aborted due to stage failure: Total size of serialized results of 90 tasks (1025.7 MB) is bigger than spark.driver.maxResultSize (1024.0...

spark 或 hive报错：bigger than spark.driver.maxResultSize

hzp666的博客

02-22

2213

异常信息： Job aborted due to stage failure: Total size of serialized results of 17509 tasks (2.0 GiB) is bigger thanspark.driver.maxResultSize (2.0 GiB) 解决方案： spark.driver.maxResultSize默认大小为1G,指的是每个Spark action(如collect)所有分区的序列化结果的总大小限制，就是说，executor给driv.

spark.driver.maxResultSize || java.lang.OutOfMemoryError

陈陈的专栏

03-11

3304

16/03/11 12:05:56 ERROR TaskSetManager: Total size of serialized results of 4 tasks (1800.7 MB) is bigger than spark.driver.maxResultSize (1024.0 MB) java.lang.OutOfMemoryError: Direct buffer memory .s

spark - tasks is bigger than spark.driver.maxResultSize

weixin_30532759的博客

12-13

296

Error ERROR TaskSetManager: Total size of serialized results of 8113 tasks (1131.0 MB) is bigger than spark.driver.maxResultSize (1024.0 MB) ERROR TaskSetManager: Total size of serialized results of...

spark对spark.driver.maxResultSize报错的解决方案

jane3von的专栏

12-07

6327

Total size of serialized results of x tasks (x MB) is bigger than spark.driver.maxResultSize (y MB)

SunnyRivers

07-26

930

序列化是在网络传输过程中将数据对象转换为一系列字节的处理。在我们的Spark场景中，executor之间或driver和executor之间的数据传输是通过序列化数据进行的。

User class threw exception: org.apache.spark.SparkException: Task not serializable问题解决

LZX的博客

02-22

3411

问题描述：计划将sparksql查询结果数据通过alibaba.druid.pool.存入mysql，结果报错序列化问题 User class threw exception: org.apache.spark.SparkException: Task not serializable at org.apache.spark.util.ClosureCleaner$.ensureSerializable(ClosureCleaner.scala:345) at org.apache.spark.util

Spark提交任务运行报错：Unregistering ApplicationMaster...Promise already completed.

m0_38109926的博客

05-23

1421

2022-05-23 14:33:05,581 INFO yarn.ApplicationMaster: Unregistering ApplicationMaster with FAILED (diag message: User class threw exception: java.lang.IllegalStateException: Promise already completed. at scala.concurrent.Promise.complete(Promise.scala:53).