[SPARK-11792] [SQL] [FOLLOW-UP] Change SizeEstimation to KnownSizeEstimation and make estimatedSize return Long instead of Option[Long]

https://issues.apache.org/jira/browse/SPARK-11792

The main changes include:
* Renaming `SizeEstimation` to `KnownSizeEstimation`. Hopefully this new name has more information.
* Making `estimatedSize` return `Long` instead of `Option[Long]`.
* In `UnsaveHashedRelation`, `estimatedSize` will delegate the work to `SizeEstimator` if we have not created a `BytesToBytesMap`.

Since we will put `UnsaveHashedRelation` to `BlockManager`, it is generally good to let it provide a more accurate size estimation. Also, if we do not put `BytesToBytesMap` directly into `BlockerManager`, I feel it is not really necessary to make `BytesToBytesMap` extends `KnownSizeEstimation`.

Author: Yin Huai <yhuai@databricks.com>

Closes #9813 from yhuai/SPARK-11792-followup.
This commit is contained in:
Yin Huai 2015-11-18 11:49:12 -08:00
parent 90a7519daa
commit 6f99522d13
3 changed files with 26 additions and 30 deletions

View file

@ -36,9 +36,14 @@ import org.apache.spark.util.collection.OpenHashSet
* When a class extends it, [[SizeEstimator]] will query the `estimatedSize` first.
* If `estimatedSize` does not return [[None]], [[SizeEstimator]] will use the returned size
* as the size of the object. Otherwise, [[SizeEstimator]] will do the estimation work.
* The difference between a [[KnownSizeEstimation]] and
* [[org.apache.spark.util.collection.SizeTracker]] is that, a
* [[org.apache.spark.util.collection.SizeTracker]] still uses [[SizeEstimator]] to
* estimate the size. However, a [[KnownSizeEstimation]] can provide a better estimation without
* using [[SizeEstimator]].
*/
private[spark] trait SizeEstimation {
def estimatedSize: Option[Long]
private[spark] trait KnownSizeEstimation {
def estimatedSize: Long
}
/**
@ -209,18 +214,15 @@ object SizeEstimator extends Logging {
// the size estimator since it references the whole REPL. Do nothing in this case. In
// general all ClassLoaders and Classes will be shared between objects anyway.
} else {
val estimatedSize = obj match {
case s: SizeEstimation => s.estimatedSize
case _ => None
}
if (estimatedSize.isDefined) {
state.size += estimatedSize.get
} else {
val classInfo = getClassInfo(cls)
state.size += alignSize(classInfo.shellSize)
for (field <- classInfo.pointerFields) {
state.enqueue(field.get(obj))
}
obj match {
case s: KnownSizeEstimation =>
state.size += s.estimatedSize
case _ =>
val classInfo = getClassInfo(cls)
state.size += alignSize(classInfo.shellSize)
for (field <- classInfo.pointerFields) {
state.enqueue(field.get(obj))
}
}
}
}

View file

@ -60,16 +60,10 @@ class DummyString(val arr: Array[Char]) {
@transient val hash32: Int = 0
}
class DummyClass8 extends SizeEstimation {
class DummyClass8 extends KnownSizeEstimation {
val x: Int = 0
override def estimatedSize: Option[Long] = Some(2015)
}
class DummyClass9 extends SizeEstimation {
val x: Int = 0
override def estimatedSize: Option[Long] = None
override def estimatedSize: Long = 2015
}
class SizeEstimatorSuite
@ -231,9 +225,5 @@ class SizeEstimatorSuite
// DummyClass8 provides its size estimation.
assertResult(2015)(SizeEstimator.estimate(new DummyClass8))
assertResult(20206)(SizeEstimator.estimate(Array.fill(10)(new DummyClass8)))
// DummyClass9 does not provide its size estimation.
assertResult(16)(SizeEstimator.estimate(new DummyClass9))
assertResult(216)(SizeEstimator.estimate(Array.fill(10)(new DummyClass9)))
}
}

View file

@ -30,7 +30,7 @@ import org.apache.spark.sql.execution.metric.{LongSQLMetric, SQLMetrics}
import org.apache.spark.unsafe.Platform
import org.apache.spark.unsafe.map.BytesToBytesMap
import org.apache.spark.unsafe.memory.MemoryLocation
import org.apache.spark.util.{SizeEstimation, Utils}
import org.apache.spark.util.{SizeEstimator, KnownSizeEstimation, Utils}
import org.apache.spark.util.collection.CompactBuffer
import org.apache.spark.{SparkConf, SparkEnv}
@ -190,7 +190,7 @@ private[execution] object HashedRelation {
private[joins] final class UnsafeHashedRelation(
private var hashTable: JavaHashMap[UnsafeRow, CompactBuffer[UnsafeRow]])
extends HashedRelation
with SizeEstimation
with KnownSizeEstimation
with Externalizable {
private[joins] def this() = this(null) // Needed for serialization
@ -217,8 +217,12 @@ private[joins] final class UnsafeHashedRelation(
}
}
override def estimatedSize: Option[Long] = {
Option(binaryMap).map(_.getTotalMemoryConsumption)
override def estimatedSize: Long = {
if (binaryMap != null) {
binaryMap.getTotalMemoryConsumption
} else {
SizeEstimator.estimate(hashTable)
}
}
override def get(key: InternalRow): Seq[InternalRow] = {