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https://issues.apache.org/jira/browse/SPARK-27851?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Marc Arndt updated SPARK-27851:
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Summary: Allow for custom BroadcastMode#transform return values (was:
Allow for custom BroadcastMode return values)
> Allow for custom BroadcastMode#transform return values
> ------------------------------------------------------
>
> Key: SPARK-27851
> URL: https://issues.apache.org/jira/browse/SPARK-27851
> Project: Spark
> Issue Type: Improvement
> Components: Optimizer, SQL
> Affects Versions: 2.4.3
> Reporter: Marc Arndt
> Priority: Major
>
> According to the BroadcastMode API the BroadcastMode#transform methods are
> allows to return a result object of an arbitrary type:
> {code:scala}
> /**
> * Marker trait to identify the shape in which tuples are broadcasted.
> Typical examples of this are
> * identity (tuples remain unchanged) or hashed (tuples are converted into
> some hash index).
> */
> trait BroadcastMode {
> def transform(rows: Array[InternalRow]): Any
> def transform(rows: Iterator[InternalRow], sizeHint: Option[Long]): Any
> def canonicalized: BroadcastMode
> }
> {code}
> When looking at the code which later uses the instantiated BroadcastMode
> objects in BroadcastExchangeExec it becomes that this is not really the base.
> The following lines in BroadcastExchangeExec suggest that only objects of
> type HashedRelation and Array[InternalRow] are allowed as a result for the
> BroadcastMode#transform methods:
> {code:scala}
> // Construct the relation.
> val relation = mode.transform(input, Some(numRows))
> val dataSize = relation match {
> case map: HashedRelation =>
> map.estimatedSize
> case arr: Array[InternalRow] =>
> arr.map(_.asInstanceOf[UnsafeRow].getSizeInBytes.toLong).sum
> case _ =>
> throw new SparkException("[BUG] BroadcastMode.transform returned
> unexpected type: " +
> relation.getClass.getName)
> }
> {code}
> I believe that this is the only occurrence in the code where the result of
> the BroadcastMode#transform method must be either of type HashedRelation or
> Array[InternalRow]. Therefore to allow for broader custom implementations of
> the BroadcastMode I believe it would be a good idea to solve the calculation
> of the data size of the broadcast value in an independent way of the used
> BroadcastMode implemented.
> One way this could be done is by providing an additional
> BroadcastMode#calculateDataSize method, which needs to be implemented by the
> BroadcastMode implementations. This methods could then return the required
> number of bytes for a given broadcast value.
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