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https://issues.apache.org/jira/browse/PIG-1472?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=12886820#action_12886820
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Thejas M Nair commented on PIG-1472:
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The audit warning diff looks bogus. The contrib tests passed when i ran them on
my machine, failures seem to be caused by hudson environment.
The changes in PIG-1295 will need to be ported to work with this new
serialization format. For that patch, I think we should introduce a new
functions in InterSedes that can compare two serialized tuples. Also add a
function to BinSedesTuple that returns corresponding InterSedes class.
Then while selecting the comparator, add a check to see if the default tuple
type is BinSedesTuple, if yes, use the corresponding InterSedes function as the
comparator class.
> Optimize serialization/deserialization between Map and Reduce and between MR
> jobs
> ---------------------------------------------------------------------------------
>
> Key: PIG-1472
> URL: https://issues.apache.org/jira/browse/PIG-1472
> Project: Pig
> Issue Type: Improvement
> Affects Versions: 0.8.0
> Reporter: Thejas M Nair
> Assignee: Thejas M Nair
> Fix For: 0.8.0
>
> Attachments: PIG-1472.2.patch, PIG-1472.3.patch, PIG-1472.patch
>
>
> In certain types of pig queries most of the execution time is spent in
> serializing/deserializing (sedes) records between Map and Reduce and between
> MR jobs.
> For example, if PigMix queries are modified to specify types for all the
> fields in the load statement schema, some of the queries (L2,L3,L9, L10 in
> pigmix v1) that have records with bags and maps being transmitted across map
> or reduce boundaries run a lot longer (runtime increase of few times has been
> seen.
> There are a few optimizations that have shown to improve the performance of
> sedes in my tests -
> 1. Use smaller number of bytes to store length of the column . For example if
> a bytearray is smaller than 255 bytes , a byte can be used to store the
> length instead of the integer that is currently used.
> 2. Instead of custom code to do sedes on Strings, use DataOutput.writeUTF and
> DataInput.readUTF. This reduces the cost of serialization by more than 1/2.
> Zebra and BinStorage are known to use DefaultTuple sedes functionality. The
> serialization format that these loaders use cannot change, so after the
> optimization their format is going to be different from the format used
> between M/R boundaries.
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