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What is the term 'Vectorization' used while update/delete operations in Hive?

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Expert Contributor
 
1 ACCEPTED SOLUTION

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Master Guru

Can you paste the actual message? Normally Vectorization is Hive grouping together x ( 1024 ) records to run operations at them at once. This is much more efficient than doing operations row by row on modern CPUs because of cache settings and compiler optimizations.

https://cwiki.apache.org/confluence/display/Hive/Vectorized+Query+Execution

Not sure about Update Deletes, they might use Vectorization for some functions there too.

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Master Guru

Can you paste the actual message? Normally Vectorization is Hive grouping together x ( 1024 ) records to run operations at them at once. This is much more efficient than doing operations row by row on modern CPUs because of cache settings and compiler optimizations.

https://cwiki.apache.org/confluence/display/Hive/Vectorized+Query+Execution

Not sure about Update Deletes, they might use Vectorization for some functions there too.

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Expert Contributor

I wanted to understand the concept for vectorization.I got it from above link.Thanks

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Master Guru

I agree with @Benjamin Leonhardi. Provide the log file because vectorization occurs during opertaions like scans, filters, aggregates, and joins.