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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:
----------------------------------
    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
* SPARK-16071: Not sufficient array size checks 
([NegativeArraySizeException|https://issues.apache.org/jira/issues/?jql=project%20%3D%20SPARK%20AND%20text%20~%20NegativeArraySizeException]
 or silent errors)
* SPARK-16073: 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
* SPARK-16071: Not sufficient array size checks 
([NegativeArraySizeException|https://issues.apache.org/jira/issues/?jql=project%20%3D%20SPARK%20AND%20text%20~%20NegativeArraySizeException]
 or silent errors)
* 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
> * SPARK-16071: Not sufficient array size checks 
> ([NegativeArraySizeException|https://issues.apache.org/jira/issues/?jql=project%20%3D%20SPARK%20AND%20text%20~%20NegativeArraySizeException]
>  or silent errors)
> * SPARK-16073: Performance of Parquet encodings on saving primitive arrays



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