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https://issues.apache.org/jira/browse/HIVE-417?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=12734405#action_12734405
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He Yongqiang commented on HIVE-417:
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1) For a given key, we are using a sorted set for each bucket to store
positions at the reduer. I am worried that "one sorted set for each bucket" may
cause out of memory problem.
as you commentted earlier: "List<bucketname, List<offset>> column, offsets are
sorted".
Think about one extreme situation: one file contains a single value million
times. So at the reducer we are storing million positions in a sorted set.
>>So reducer can flush the offsets periodically to disk thus avoiding
>>OutOfMemory exceptions in reducer.
If we do this, how we can guarantee they are sorted. I mean offsets after this
flush are greater than offsets in previous flush.
2)What are the other options for the index output format?
I think there is no other options. We need to discard the key part. And i think
in hive only IgnoreKeyTextOutputFormat does that. And Of course all hive's
custom HiveOutputFormat can discard key part, but they can not be specified in
the map-reduce jobconf, since they do not extend OutputFormat.
> Implement Indexing in Hive
> --------------------------
>
> Key: HIVE-417
> URL: https://issues.apache.org/jira/browse/HIVE-417
> Project: Hadoop Hive
> Issue Type: New Feature
> Components: Metastore, Query Processor
> Affects Versions: 0.2.0, 0.3.0, 0.3.1, 0.4.0
> Reporter: Prasad Chakka
> Assignee: He Yongqiang
> Attachments: hive-417.proto.patch, hive-417-2009-07-18.patch
>
>
> Implement indexing on Hive so that lookup and range queries are efficient.
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