Skip to content
Closed
Changes from 1 commit
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
Prev Previous commit
Next Next commit
add MergeJoin.scala
  • Loading branch information
Ishiihara committed Oct 29, 2014
commit dc6a6840e2d2b1681e70a6a3eeb10d7a9e6437ce
Original file line number Diff line number Diff line change
@@ -0,0 +1,168 @@
/*
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You under the Apache License, Version 2.0
* (the "License"); you may not use this file except in compliance with
* the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/

package org.apache.spark.sql.execution.joins

import scala.collection.JavaConversions._

import org.apache.spark.annotation.DeveloperApi
import org.apache.spark.sql.catalyst.expressions._
import org.apache.spark.sql.catalyst.plans.physical.{ClusteredDistribution, OrderedDistribution, Partitioning}
import org.apache.spark.sql.catalyst.plans.{Inner, FullOuter, JoinType, LeftOuter, RightOuter}
import org.apache.spark.sql.execution.{BinaryNode, SparkPlan}
import org.apache.spark.util.collection.CompactBuffer
/* : Developer Api :
Sort-merge join
*/
@DeveloperApi
case class MergeJoin(
leftKeys: Seq[Expression],
rightKeys: Seq[Expression],
joinType: JoinType,
condition: Option[Expression],
left: SparkPlan,
right: SparkPlan
) extends BinaryNode {


override def outputPartitioning: Partitioning = left.outputPartitioning

override def output = left.output ++ right.output

//SortOrder meaning?
private val leftOrders = leftKeys.map(s => SortOrder(s, Ascending))
private val rightOrders = leftKeys.map(s => SortOrder(s, Ascending))

//Ordered distribution, what order?
override def requiredChildDistribution =
ClusteredDistribution(leftKeys) :: ClusteredDistribution(rightKeys) :: Nil

@transient protected lazy val leftKeyGenerator: Projection =
newProjection(leftKeys, left.output)

@transient protected lazy val rightKeyGenerator: Projection =
newProjection(rightKeys, right.output)

val ordering = new RowOrdering(leftOrders, left.output)

// According to Postgres' merge join
// Join {
// get initial outer and inner tuples INITIALIZE
// do forever {
// while (outer != inner) { SKIP_TEST
// if (outer < inner)
// advance outer SKIPOUTER_ADVANCE
// else
// advance inner SKIPINNER_ADVANCE
// }
// mark inner position SKIP_TEST
// do forever {
// while (outer == inner) {
// join tuples JOINTUPLES
// advance inner position NEXTINNER
// }
// advance outer position NEXTOUTER
// if (outer == mark) TESTOUTER
// restore inner position to mark TESTOUTER
// else
// break // return to top of outer loop
// }
// }
// }

// put maching tuples in rightIter into compact buffer
// find a matching tuple between left and right
//
override def execute() = {

left.execute().zipPartitions(right.execute()) { (leftIter, rightIter) =>
new Iterator[Row] {
private[this] val joinRow = new JoinedRow2
var currentRow:Row = null
var leftElement:Row = null
var rightElement:Row = null
var leftKey:Row = null
var rightKey:Row = null
val leftLength = leftIter.length
val rightLength = rightIter.length
var leftIndex = 0
var rightIndex = 0
var mark = 0
val buffer = new CompactBuffer[Row]()

private def initialize() = {
if (leftIter.hasNext) {
leftElement = leftIter.next()
}
if (rightIter.hasNext) {
rightElement = rightIter.next()
}
}

initialize()

override final def hasNext: Boolean = {
leftIter.hasNext && rigthIter.hasNext


while(leftIndex < leftLength) {
if (leftElement == null) leftElement = leftIter.next()
if (rightElement == null) rightElement = rightIter.next()
leftKey = leftKeyGenerator(leftElement)
rightKey = rightKeyGenerator(rightElement)
if (ordering.compare(leftKey, rightKey) == 0) {
buffer += rightElement.copy()
currentRow = joinRow(leftElement, rightElement)
return true
}

if (ordering.compare(leftKey, rightKey) <= 0 && rightIndex < rightLength) {
rightIndex += 1
rightElement = rightIter.next()
rightKey = rightKeyGenerator(rightElement)
if (ordering.compare(leftKey, rightKey) < 0) {
mark = rightIndex
}
} else {
leftIndex += 1
leftElement = leftIter.next()
rightIndex = mark
}
}
false
// while(leftIter.hasNext && rightIter.hasNext) {
// if (ordering.compare(leftKey, rightKey) == 0) {
// currentRow = joinRow(leftElement, rightElement)
// leftElement = null
// rightElement = null
// return true
// } else if (ordering.compare(leftKey,rightKey) < 0) {
// if (leftIter.hasNext) leftElement = leftIter.next()
// } else {
// if (rightIter.hasNext) rightElement = rightIter.next()
// }
// }
// false
}

override final def next() = {
currentRow.copy()
}
}
}
}
}