org.apache.spark.SparkException:job aborted due to stage failure spark driver maxResultSize (1024)

最新推荐文章于 2024-10-23 11:22:23 发布
原创 最新推荐文章于 2024-10-23 11:22:23 发布 · 4.1k 阅读 · 1 ·
CC 4.0 BY-SA版权
原创文章,转载请注明原文地址
文章标签：

#spark #spark driver #sparkexception

此篇博客介绍了Spark任务因广播变量导致的job aborted问题，重点在于如何调整Spark driver内存设置，通常需要将默认的1GB增大以确保任务顺利执行。

org.apache.spark.SparkException:job aborted due to stage failure spark driver maxResultSize (1024)

默认大小 :
spark.driver.memory = 1g

调整上述参数到一个合适大小即可。

一般如果存在广播变量的情况下需要调整driver内存。

Spark报错处理系列之：org.apache.spark.SparkException: Job aborted due to stage failure FileNotFoundException
zhengzaifeidelushang的博客
12-16 3991
Spark报错处理系列之：org.apache.spark.SparkException: Job aborted due to stage failure: Task 0 in stage 312.0 failed 4 times, most recent failure: Lost task 0.3 in stage 312.0 TID 9203,dn-005, executor 236: java.io.FileNotFoundException: File does not exist ... It
Spark报错处理系列之：Exception in thread “main“ org.apache.spark.SparkException: Job aborted due to stage
zhengzaifeidelushang的博客
12-16 1973
Spark报错处理系列之：Exception in thread "main" org.apache.spark.SparkException: Job aborted due to stage failure: Total size of serialized results of 23 tasks 1043.8 MB is bigger than spark.driver.maxResultSize 1024.0 MB
org.apache.spark.SparkException: Job aborted due to stage failure:Task 1 in stage 0.0 failed 4 times
LOGAN'S BLOG
10-14 4万+
在运行spark代码时，执行过半报出了如题的异常： 只能得知job没有正常执行，但是不知道具体的问题出现在哪里，没法直接看出错误就要去日志查看更详细的错误日志 每个application执行的日志都在如下路径中：hadoop安装目录下 /opt/apps/hadoop-3.1.1/logs/userlogs/ 该目录中会列出所有已经执行过的application drwx--x---. 3 root root 52 Oct 14 16:56 application_1602637680764
Caused by: org.apache.spark.SparkException: Job aborted due to stage failure: Task 0 in stage 0.0 fa
lihelu的博客
09-26 1540
因为本机的scala、spark与虚拟机的scala、spark版本不匹配，例如我的本机scala版本是2.11.8，虚拟机的版本是2.12.17，因此需要修改idea中的pom.xml文件与虚拟机对应的版本号。
Exception in thread“main“org.apache.spark.SparkException:Job aborted due to stage failure:Task 0：已解决
屹力97
04-07 4210
这个报错是由于把文件中字符串转换为数字时，遇到了空字符串(" ")导致的。我们得检查输入数据文件是否存在空行或空字符串。如下图所示，发现是在文件中分隔数据时多了一个空格，我们将其删除，便不报错了
py4j.protocol.Py4JJavaError: An error occurred while calling z:org.apache.spark.api.python.PythonRDD.runJob. : org.apache.spark.SparkException: Job aborted due to stage failure
09-17
`py4j.protocol.Py4JJavaError` 通常表示 Python 代码与 Java 虚拟机（JVM）之间的通信出现问题，而 `org.apache.spark.SparkException: Job aborted due to stage failure` 表明 Spark 作业因某个阶段失败而中止。...
Py4JJavaError: An error occurred while calling z:org.apache.spark.api.python.PythonRDD.collectAndServe. : org.apache.spark.SparkException: Job aborted due to stage failure: Task 0 in stage 3.0 failed 1 times, most recent failure: Lost task 0.0 in stage 3.0 (TID 3) (192.168.244.132 executor driver): org.apache.spark.SparkException:
03-11
好的，我现在需要解决用户遇到的Py4JJavaError和SparkException错误，特别是涉及org.apache.spark.api.python.PythonRDD.collectAndServe的问题。根据用户提供的引用信息，有几个可能的原因和解决方案需要考虑。 ...
25/06/03 09:30:13 ERROR datasources.FileFormatWriter: Aborting job 15f7e31b-360d-49a3-85ca-cca0b693a925. org.apache.spark.SparkException: Job aborted due to stage failure: Task 0 in stage 13.0 failed 4 times, most recent failure : Lost task 0.3 in stage 13.0 (TID 370, uklvadfmd003c.pi.dev.net, executor 5): org.apache.spark.SparkException: Task failed while writing rows.
06-04
具体错误是："org.apache.spark.SparkException:Taskfailedwhilewritingrows."这种错误通常发生在Spark将数据写入外部存储（如HDFS、S3、数据库等）时。可能的原因有很多，包括但不限于：1.存储系统的连接问题（如...
Exception in thread "main" org.apache.spark.SparkException: Job aborted due to stage failure: Task 0 in stage 0.0 failed 1 times, most recent failure: Lost task 0.0 in stage 0.0 (TID 0) (192.168.42.1 executor driver): java.lang.NoClassDefFoundError: com/fasterxml/jackson/core/StreamReadConstraints
最新发布
11-10
- 或者，在Spark配置中设置`spark.driver.userClassPathFirst`和`spark.executor.userClassPathFirst`为`true`，让用户提供的jar包优先于集群的类路径。 5. 如果问题是由于依赖冲突引起，可以使用Maven命令`mvn ...
org.apache.spark.SparkException: Job aborted due to stage failure: Serialized task 9:0 was 1373316
糖果先生的博客
06-16 4156
项目场景： 使用Pyspark做数据清晰的时候，从小数据到大数据转换的时候报了这个错。 问题描述： org.apache.spark.SparkException: Job aborted due to stage failure: Serialized task 9:0 was 137331649 bytes, which exceeds max allowed: spark.rpc.message.maxSize (134217728 bytes). Consider increasing spar
Job failed with org.apache.spark.SparkException: Job aborted due to stage failure
qq_44463295的博客
01-12 1万+
今天在自己写了一个 jar 使用 hive on spark 模式 提交到 yarn上运行 发现一直报这个错误 Job failed with org.apache.spark.SparkException: Job aborted due to stage failure: Task 0 in stage 0.0 failed 4 times, most recent failure: Lost task 0.3 in stage 0.0 (TID 4, hadoop101, executor 2):
本地运行spark报错为Exception in thread “main“ org.apache.spark.SparkException: Job aborted.
2301_76509964的博客
10-23 2358
这篇文章探讨了使用 Spark 时因日期和时间戳处理引发的错误及解决方案。首先，通过修改 yarn-site.xml 调整 YARN 的内存和 CPU 配置，防止内存不足。接着，在 SparkSession 中添加时间戳处理配置，解决了与日期或时间戳相关的兼容性问题，特别是处理1582年10月15日之前的数据。最后，介绍了两种处理模式：LEGACY模式旨在保持与旧版 Spark 和 Hive 的兼容性，适合交互场景；而CORRECTED模式确保日期的准确性，仅适用于 Spark 3.0 及以上版本。
spark 写入hive报错[笔记]:Caused by: org.apache.spark.SparkException: Job aborted due to stage failure: Tas
m0_69097184的博客
12-15 1311
Spark将数据写入hive时报错：Exception in thread "main" org.apache.spark.SparkException: Job aborted.Caused by: org.apache.spark.SparkException: Job aborted due to stage failure: Task 0 in stage 2.0 failed 1 times, most recent failure: Lost task 0.0 in stage 2.0 (TID
Spark开发：Job aborted due to stage failure: Task 0 in stage 0.0 failed 1 times, most recent failure问题
热门推荐
yulutian的博客
06-11 6万+
LZ最近在用spark清洗日志信息时（Scala编程），出现了一条异常： Exception in thread “main” org.apache.spark.SparkException: Job aborted due to stage failure: Task 0 in stage 0.0 failed 1 times, most recent failure: 追朔异常日...
[已解决]Job failed with org.apache.spark.SparkException: Job aborted due to stage failure: Task 3 in st
Maynor的博客
11-02 1304
## 问题 如何将hive集群升级到spark,hivesql脚本运行比较慢 参数设置 set hive.execution.engine=spark; 之后报错Expected SaslMessage, received something else (maybe your client does not have SASL enabled ## 思路 spark.authenticate=false 把SASL 认证关了
Spark报错处理系列之：Job aborted.Caused by: java.io.FileNotFoundException: File ... does not exist.
zhengzaifeidelushang的博客
12-16 1531
Spark报错处理系列之：Job aborted.Caused by: java.io.FileNotFoundException: File ... does not exist.
Spark读取json文件报错Job aborted due to stage failure
m0_73434516的博客
01-15 1094
【代码】Spark读取json文件报错Job aborted due to stage failure。
评论
添加红包

请填写红包祝福语或标题

个

红包个数最小为10个

元

红包金额最低5元

当前余额3.43元 前往充值 >
需支付：10.00元
成就一亿技术人!
领取后你会自动成为博主和红包主的粉丝 规则
hope_wisdom
发出的红包
实付元
使用余额支付
点击重新获取
扫码支付
钱包余额 0

抵扣说明：

1.余额是钱包充值的虚拟货币，按照1:1的比例进行支付金额的抵扣。
2.余额无法直接购买下载，可以购买VIP、付费专栏及课程。

余额充值