guihuawen created SPARK-48309:
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Summary: Stop am retry, in situations where some errors and
retries may not be successful
Key: SPARK-48309
URL: https://issues.apache.org/jira/browse/SPARK-48309
Project: Spark
Issue Type: Improvement
Components: YARN
Affects Versions: 4.0.0
Reporter: guihuawen
Fix For: 4.0.0
In yarn cluster mode, spark.yarn.maxAppAttempts will be configured. In our
production environment, it is configured as 2 If the first execution fails, AM
will retry. However, in some scenarios, even attempting a second task may fail.
For example:
org. apache. park. SQL AnalysisException: Table or view not found:
test.testxxxx_xxxxx; Line 1 pos 14;
Project
+-Unresolved Relationship [bigdata_qa, testxxxxx_xxxxx], [], false
Other example:
Caused by: org. apache. hadoop. hdfs. protocol NSQuotaExceededException: The
NameSpace quota (directories and files) of directory/tmp/xxx_file/xxxx is
exceeded: quota=1000000 file count=1000001
Would it be more appropriate to try capturing these exceptions and stopping
retry?
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