You are viewing a plain text version of this content. The canonical link for it is here.
Posted to issues@flink.apache.org by "Steven Zhen Wu (JIRA)" <ji...@apache.org> on 2018/05/02 16:36:00 UTC
[jira] [Assigned] (FLINK-9061) add entropy to s3 path for better
scalability
[ https://issues.apache.org/jira/browse/FLINK-9061?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Steven Zhen Wu reassigned FLINK-9061:
-------------------------------------
Assignee: Indrajit Roychoudhury
Summary: add entropy to s3 path for better scalability (was: S3 checkpoint data not partitioned well -- causes errors and poor performance)
> add entropy to s3 path for better scalability
> ---------------------------------------------
>
> Key: FLINK-9061
> URL: https://issues.apache.org/jira/browse/FLINK-9061
> Project: Flink
> Issue Type: Bug
> Components: FileSystem, State Backends, Checkpointing
> Affects Versions: 1.4.2
> Reporter: Jamie Grier
> Assignee: Indrajit Roychoudhury
> Priority: Critical
>
> I think we need to modify the way we write checkpoints to S3 for high-scale jobs (those with many total tasks). The issue is that we are writing all the checkpoint data under a common key prefix. This is the worst case scenario for S3 performance since the key is used as a partition key.
>
> In the worst case checkpoints fail with a 500 status code coming back from S3 and an internal error type of TooBusyException.
>
> One possible solution would be to add a hook in the Flink filesystem code that allows me to "rewrite" paths. For example say I have the checkpoint directory set to:
>
> s3://bucket/flink/checkpoints
>
> I would hook that and rewrite that path to:
>
> s3://bucket/[HASH]/flink/checkpoints, where HASH is the hash of the original path
>
> This would distribute the checkpoint write load around the S3 cluster evenly.
>
> For reference: https://aws.amazon.com/premiumsupport/knowledge-center/s3-bucket-performance-improve/
>
> Any other people hit this issue? Any other ideas for solutions? This is a pretty serious problem for people trying to checkpoint to S3.
>
> -Jamie
>
--
This message was sent by Atlassian JIRA
(v7.6.3#76005)