spark-issues mailing list archives

Site index · List index
Message view « Date » · « Thread »
Top « Date » · « Thread »
From "Apache Spark (JIRA)" <j...@apache.org>
Subject [jira] [Assigned] (SPARK-16818) Exchange reuse incorrectly reuses scans over different sets of partitions
Date Sat, 30 Jul 2016 22:05:20 GMT

     [ https://issues.apache.org/jira/browse/SPARK-16818?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]

Apache Spark reassigned SPARK-16818:
------------------------------------

    Assignee:     (was: Apache Spark)

> Exchange reuse incorrectly reuses scans over different sets of partitions
> -------------------------------------------------------------------------
>
>                 Key: SPARK-16818
>                 URL: https://issues.apache.org/jira/browse/SPARK-16818
>             Project: Spark
>          Issue Type: Bug
>    Affects Versions: 2.0.0
>            Reporter: Eric Liang
>            Priority: Critical
>
> This happens because the file scan operator does not take into account partition pruning
in its implementation of `sameResult()`. As a result, executions may be incorrect on self-joins
over the same base file relation. Here's a minimal test case to reproduce:
> {code}
>     spark.conf.set("spark.sql.exchange.reuse", true)  // defaults to true in 2.0
>     withTempPath { path =>
>       val tempDir = path.getCanonicalPath
>       spark.range(10)
>         .selectExpr("id % 2 as a", "id % 3 as b", "id as c")
>         .write
>         .partitionBy("a")
>         .parquet(tempDir)
>       val df = spark.read.parquet(tempDir)
>       val df1 = df.where("a = 0").groupBy("b").agg("c" -> "sum")
>       val df2 = df.where("a = 1").groupBy("b").agg("c" -> "sum")
>       checkAnswer(df1.join(df2, "b"), Row(0, 6, 12) :: Row(1, 4, 8) :: Row(2, 10, 5)
:: Nil)
> {code}
> When exchange reuse is on, the result is
> {code}
> +---+------+------+
> |  b|sum(c)|sum(c)|
> +---+------+------+
> |  0|     6|     6|
> |  1|     4|     4|
> |  2|    10|    10|
> +---+------+------+
> {code}
> The correct result is
> {code}
> +---+------+------+
> |  b|sum(c)|sum(c)|
> +---+------+------+
> |  0|     6|    12|
> |  1|     4|     8|
> |  2|    10|     5|
> +---+------+------+
> {code}



--
This message was sent by Atlassian JIRA
(v6.3.4#6332)

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


Mime
View raw message