spark-issues mailing list archives

Site index · List index
Message view « Date » · « Thread »
Top « Date » · « Thread »
From "Nick Dimiduk (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (SPARK-19638) Filter pushdown not working for struct fields
Date Tue, 21 Feb 2017 00:39:45 GMT

    [ https://issues.apache.org/jira/browse/SPARK-19638?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15875184#comment-15875184
] 

Nick Dimiduk commented on SPARK-19638:
--------------------------------------

Okay [~maropu], I'll continue discussion over there.

> Filter pushdown not working for struct fields
> ---------------------------------------------
>
>                 Key: SPARK-19638
>                 URL: https://issues.apache.org/jira/browse/SPARK-19638
>             Project: Spark
>          Issue Type: Improvement
>          Components: SQL
>    Affects Versions: 2.1.0
>            Reporter: Nick Dimiduk
>
> Working with a dataset containing struct fields, and enabling debug logging in the ES
connector, I'm seeing the following behavior. The dataframe is created over the ES connector
and then the schema is extended with a couple column aliases, such as.
> {noformat}
> df.withColumn("f2", df("foo"))
> {noformat}
> Queries vs those alias columns work as expected for fields that are non-struct members.
> {noformat}
> scala> df.withColumn("f2", df("foo")).where("f2 == '1'").limit(0).show
> 17/02/16 15:06:49 DEBUG DataSource: Pushing down filters [IsNotNull(foo),EqualTo(foo,1)]
> 17/02/16 15:06:49 TRACE DataSource: Transformed filters into DSL [{"exists":{"field":"foo"}},{"match":{"foo":"1"}}]
> {noformat}
> However, try the same with an alias over a struct field, and no filters are pushed down.
> {noformat}
> scala> df.withColumn("bar_baz", df("bar.baz")).where("bar_baz == '1'").limit(1).show
> {noformat}
> In fact, this is the case even when no alias is used at all.
> {noformat}
> scala> df.where("bar.baz == '1'").limit(1).show
> {noformat}
> Basically, pushdown for structs doesn't work at all.
> Maybe this is specific to the ES connector?



--
This message was sent by Atlassian JIRA
(v6.3.15#6346)

---------------------------------------------------------------------
To unsubscribe, e-mail: issues-unsubscribe@spark.apache.org
For additional commands, e-mail: issues-help@spark.apache.org


Mime
View raw message