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[SPARK-11051][Core] Do not allow local checkpointing after the RDD is materialized and checkpointed #9072
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[SPARK-11051][Core] Do not allow local checkpointing after the RDD is materialized and checkpointed #9072
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124aab0
We should not allow local checkpointing after the RDD is materialized…
viirya 20beda6
Merge remote-tracking branch 'upstream/master' into no-localcheckpoin…
viirya 448774f
Add isCheckpointedAndMaterialized to RDD.
viirya dc58498
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viirya 3958bc2
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Original file line number | Diff line number | Diff line change |
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@@ -294,7 +294,11 @@ abstract class RDD[T: ClassTag]( | |
*/ | ||
private[spark] def computeOrReadCheckpoint(split: Partition, context: TaskContext): Iterator[T] = | ||
{ | ||
if (isCheckpointed) firstParent[T].iterator(split, context) else compute(split, context) | ||
if (isCheckpointedAndMaterialized) { | ||
firstParent[T].iterator(split, context) | ||
} else { | ||
compute(split, context) | ||
} | ||
} | ||
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/** | ||
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@@ -1520,12 +1524,22 @@ abstract class RDD[T: ClassTag]( | |
persist(LocalRDDCheckpointData.transformStorageLevel(storageLevel), allowOverride = true) | ||
} | ||
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checkpointData match { | ||
case Some(reliable: ReliableRDDCheckpointData[_]) => logWarning( | ||
"RDD was already marked for reliable checkpointing: overriding with local checkpoint.") | ||
case _ => | ||
// If this RDD is already checkpointed and materialized, its lineage is already truncated. | ||
// We must not override our `checkpointData` in this case because it is needed to recover | ||
// the checkpointed data. If it is overridden, next time materializing on this RDD will | ||
// cause error. | ||
if (isCheckpointedAndMaterialized) { | ||
logWarning("Not marking RDD for local checkpoint because it was already " + | ||
"checkpointed and materialized") | ||
} else { | ||
// Lineage is not truncated yet, so just override any existing checkpoint data with ours | ||
checkpointData match { | ||
case Some(_: ReliableRDDCheckpointData[_]) => logWarning( | ||
"RDD was already marked for reliable checkpointing: overriding with local checkpoint.") | ||
case _ => | ||
} | ||
checkpointData = Some(new LocalRDDCheckpointData(this)) | ||
} | ||
checkpointData = Some(new LocalRDDCheckpointData(this)) | ||
this | ||
} | ||
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@@ -1534,6 +1548,12 @@ abstract class RDD[T: ClassTag]( | |
*/ | ||
def isCheckpointed: Boolean = checkpointData.exists(_.isCheckpointed) | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. can you also update the java doc for this:
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/** | ||
* Return whether this RDD is marked for checkpointing and materialized, | ||
* either reliably or locally. | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. I would just say
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*/ | ||
private[spark] def isCheckpointedAndMaterialized: Boolean = isCheckpointed | ||
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/** | ||
* Return whether this RDD is marked for local checkpointing. | ||
* Exposed for testing. | ||
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why add this? I don't think this is used except in tests