apex-dev mailing list archives

Site index · List index
Message view « Date » · « Thread »
Top « Date » · « Thread »
From "Chandni Singh (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (APEXMALHAR-2063) Integrate WAL to FS WindowDataManager
Date Fri, 03 Jun 2016 19:46:59 GMT

    [ https://issues.apache.org/jira/browse/APEXMALHAR-2063?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15314680#comment-15314680

Chandni Singh commented on APEXMALHAR-2063:

I am looking into the possibility of writing window ids with the WAL entries. This requires
creating extensions  of FSWALWriter and FSWALReader
- Meta info consists of more than entry size. It includes window id as well. 
- temp files are finalized as soon as they are rotated which ensures that there is only one
most recent valid temporary file.
- wal content is not truncated to the last checkpoint. It is truncated to the point after
last finished window.

> Integrate WAL to FS WindowDataManager
> -------------------------------------
>                 Key: APEXMALHAR-2063
>                 URL: https://issues.apache.org/jira/browse/APEXMALHAR-2063
>             Project: Apache Apex Malhar
>          Issue Type: Improvement
>            Reporter: Chandni Singh
>            Assignee: Chandni Singh
> FS Window Data Manager is used to save meta-data that helps in replaying tuples every
completed application window after failure. For this it saves meta-data in a file per window.
Having multiple small size files on hdfs cause issues as highlighted here:
> http://blog.cloudera.com/blog/2009/02/the-small-files-problem/
> Instead FS Window Data Manager can utilize the WAL to write data and maintain a mapping
of how much data was flushed to WAL each window. 
> In order to use FileSystemWAL for replaying data of a finished window, there are few
changes made to FileSystemWAL this is because of following:
> 1. WindowDataManager needs to reply data of every finished window. This window may not
be checkpointed. 
> FileSystemWAL truncates the WAL file to the checkpointed point after recovery so this
poses a problem. 
> WindowDataManager should be able to control recovery of FileSystemWAL.
> 2.  FileSystemWAL writes to temporary files. The mapping of temp files to actual file
is part of its state which is checkpointed. Since WindowDataManager replays data of a window
not yet checkpointed, it needs to know the actual temporary file the data is being persisted
> At a high level, WindowDataManager will persist meta information on file system which
includes following details for every window 
> - start wal pointer
> - end was pointer
> - wal file path
> This is a single file which is updated every end-window along with the actual data in
WAL file.

This message was sent by Atlassian JIRA

View raw message