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https://issues.apache.org/jira/browse/SPARK-16070?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng updated SPARK-16070:
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Description:
I created this umbrella JIRA to track DataFrame/Parquet issues with primitive
arrays. This is mostly related to machine learning use cases, where feature
indices/values are stored as (usually large) primitive arrays.
Issues:
* SPARK-16043: Tungsten array data is not specialized for primitive types
* Not sufficient array size checks
([[https://issues.apache.org/jira/issues/?jql=project%20%3D%20SPARK%20AND%20text%20~%20NegativeArraySizeException
NegativeArraySizeException]] or silent errors)
** There
* Performance of Parquet encodings on saving primitive arrays
was:
I created this umbrella JIRA to track DataFrame/Parquet issues with primitive
arrays. This is mostly related to machine learning use cases, where feature
indices/values are stored as (usually large) primitive arrays.
Issues:
* SPARK-16043: Tungsten array data is not specialized for primitive types
* Not sufficient array size checks
([NegativeArraySizeException](https://issues.apache.org/jira/issues/?jql=project%20%3D%20SPARK%20AND%20text%20~%20NegativeArraySizeException)
or silent errors)
** There
* Performance of Parquet encodings on saving primitive arrays
> DataFrame/Parquet issues with primitive arrays
> ----------------------------------------------
>
> Key: SPARK-16070
> URL: https://issues.apache.org/jira/browse/SPARK-16070
> Project: Spark
> Issue Type: Umbrella
> Components: MLlib, SQL
> Affects Versions: 2.0.0
> Reporter: Xiangrui Meng
>
> I created this umbrella JIRA to track DataFrame/Parquet issues with primitive
> arrays. This is mostly related to machine learning use cases, where feature
> indices/values are stored as (usually large) primitive arrays.
> Issues:
> * SPARK-16043: Tungsten array data is not specialized for primitive types
> * Not sufficient array size checks
> ([[https://issues.apache.org/jira/issues/?jql=project%20%3D%20SPARK%20AND%20text%20~%20NegativeArraySizeException
> NegativeArraySizeException]] or silent errors)
> ** There
> * Performance of Parquet encodings on saving primitive arrays
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