[SPARK-5038] Add explicit return type for implicit functions.

This is a follow up PR for rest of Spark (outside Spark SQL).

The original PR for Spark SQL can be found at #3859

Author: rxin

core/src/main/scala/org/apache/spark/SparkContext.scala

@@ -1708,19 +1708,19 @@ object SparkContext extends Logging {
 
   // Implicit conversions to common Writable types, for saveAsSequenceFile
 
-  implicit def intToIntWritable(i: Int) = new IntWritable(i)
+  implicit def intToIntWritable(i: Int): IntWritable = new IntWritable(i)
 
-  implicit def longToLongWritable(l: Long) = new LongWritable(l)
+  implicit def longToLongWritable(l: Long): LongWritable = new LongWritable(l)
 
-  implicit def floatToFloatWritable(f: Float) = new FloatWritable(f)
+  implicit def floatToFloatWritable(f: Float): FloatWritable = new FloatWritable(f)
 
-  implicit def doubleToDoubleWritable(d: Double) = new DoubleWritable(d)
+  implicit def doubleToDoubleWritable(d: Double): DoubleWritable = new DoubleWritable(d)
 
-  implicit def boolToBoolWritable (b: Boolean) = new BooleanWritable(b)
+  implicit def boolToBoolWritable (b: Boolean): BooleanWritable = new BooleanWritable(b)
 
-  implicit def bytesToBytesWritable (aob: Array[Byte]) = new BytesWritable(aob)
+  implicit def bytesToBytesWritable (aob: Array[Byte]): BytesWritable = new BytesWritable(aob)
 
-  implicit def stringToText(s: String) = new Text(s)
+  implicit def stringToText(s: String): Text = new Text(s)
 
   private implicit def arrayToArrayWritable[T <% Writable: ClassTag](arr: Traversable[T])
     : ArrayWritable = {

core/src/main/scala/org/apache/spark/util/Vector.scala

@@ -24,9 +24,9 @@ import org.apache.spark.util.random.XORShiftRandom
 
 @deprecated("Use Vectors.dense from Spark's mllib.linalg package instead.", "1.0.0")
 class Vector(val elements: Array[Double]) extends Serializable {
-  def length = elements.length
+  def length: Int = elements.length
 
-  def apply(index: Int) = elements(index)
+  def apply(index: Int): Double = elements(index)
 
   def + (other: Vector): Vector = {
     if (length != other.length) {
@@ -35,7 +35,7 @@ class Vector(val elements: Array[Double]) extends Serializable {
     Vector(length, i => this(i) + other(i))
   }
 
-  def add(other: Vector) = this + other
+  def add(other: Vector): Vector = this + other
 
   def - (other: Vector): Vector = {
     if (length != other.length) {
@@ -44,7 +44,7 @@ class Vector(val elements: Array[Double]) extends Serializable {
     Vector(length, i => this(i) - other(i))
   }
 
-  def subtract(other: Vector) = this - other
+  def subtract(other: Vector): Vector = this - other
 
   def dot(other: Vector): Double = {
     if (length != other.length) {
@@ -93,19 +93,19 @@ class Vector(val elements: Array[Double]) extends Serializable {
     this
   }
 
-  def addInPlace(other: Vector) = this +=other
+  def addInPlace(other: Vector): Vector = this +=other
 
   def * (scale: Double): Vector = Vector(length, i => this(i) * scale)
 
-  def multiply (d: Double) = this * d
+  def multiply (d: Double): Vector = this * d
 
   def / (d: Double): Vector = this * (1 / d)
 
-  def divide (d: Double) = this / d
+  def divide (d: Double): Vector = this / d
 
-  def unary_- = this * -1
+  def unary_- : Vector = this * -1
 
-  def sum = elements.reduceLeft(_ + _)
+  def sum: Double = elements.reduceLeft(_ + _)
 
   def squaredDist(other: Vector): Double = {
     var ans = 0.0
@@ -119,40 +119,40 @@ class Vector(val elements: Array[Double]) extends Serializable {
 
   def dist(other: Vector): Double = math.sqrt(squaredDist(other))
 
-  override def toString = elements.mkString("(", ", ", ")")
+  override def toString: String = elements.mkString("(", ", ", ")")
 }
 
 object Vector {
-  def apply(elements: Array[Double]) = new Vector(elements)
+  def apply(elements: Array[Double]): Vector = new Vector(elements)
 
-  def apply(elements: Double*) = new Vector(elements.toArray)
+  def apply(elements: Double*): Vector = new Vector(elements.toArray)
 
   def apply(length: Int, initializer: Int => Double): Vector = {
     val elements: Array[Double] = Array.tabulate(length)(initializer)
     new Vector(elements)
   }
 
-  def zeros(length: Int) = new Vector(new Array[Double](length))
+  def zeros(length: Int): Vector = new Vector(new Array[Double](length))
 
-  def ones(length: Int) = Vector(length, _ => 1)
+  def ones(length: Int): Vector = Vector(length, _ => 1)
 
   /**
    * Creates this [[org.apache.spark.util.Vector]] of given length containing random numbers
    * between 0.0 and 1.0. Optional scala.util.Random number generator can be provided.
    */
-  def random(length: Int, random: Random = new XORShiftRandom()) =
+  def random(length: Int, random: Random = new XORShiftRandom()): Vector =
     Vector(length, _ => random.nextDouble())
 
   class Multiplier(num: Double) {
-    def * (vec: Vector) = vec * num
+    def * (vec: Vector): Vector = vec * num
   }
 
-  implicit def doubleToMultiplier(num: Double) = new Multiplier(num)
+  implicit def doubleToMultiplier(num: Double): Multiplier = new Multiplier(num)
 
   implicit object VectorAccumParam extends org.apache.spark.AccumulatorParam[Vector] {
-    def addInPlace(t1: Vector, t2: Vector) = t1 + t2
+    def addInPlace(t1: Vector, t2: Vector): Vector = t1 + t2
 
-    def zero(initialValue: Vector) = Vector.zeros(initialValue.length)
+    def zero(initialValue: Vector): Vector = Vector.zeros(initialValue.length)
   }
 
 }

graphx/src/main/scala/org/apache/spark/graphx/impl/EdgePartitionBuilder.scala

@@ -129,44 +129,45 @@ private[impl] case class EdgeWithLocalIds[@specialized ED](
     srcId: VertexId, dstId: VertexId, localSrcId: Int, localDstId: Int, attr: ED)
 
 private[impl] object EdgeWithLocalIds {
-  implicit def lexicographicOrdering[ED] = new Ordering[EdgeWithLocalIds[ED]] {
-    override def compare(a: EdgeWithLocalIds[ED], b: EdgeWithLocalIds[ED]): Int = {
-      if (a.srcId == b.srcId) {
-        if (a.dstId == b.dstId) 0
-        else if (a.dstId < b.dstId) -1
+  implicit def lexicographicOrdering[ED]: Ordering[EdgeWithLocalIds[ED]] =
+    new Ordering[EdgeWithLocalIds[ED]] {
+      override def compare(a: EdgeWithLocalIds[ED], b: EdgeWithLocalIds[ED]): Int = {
+        if (a.srcId == b.srcId) {
+          if (a.dstId == b.dstId) 0
+          else if (a.dstId < b.dstId) -1
+          else 1
+        } else if (a.srcId < b.srcId) -1
         else 1
-      } else if (a.srcId < b.srcId) -1
-      else 1
+      }
     }
-  }
 
-  private[graphx] def edgeArraySortDataFormat[ED]
-      = new SortDataFormat[EdgeWithLocalIds[ED], Array[EdgeWithLocalIds[ED]]] {
-    override def getKey(
-        data: Array[EdgeWithLocalIds[ED]], pos: Int): EdgeWithLocalIds[ED] = {
-      data(pos)
-    }
+  private[graphx] def edgeArraySortDataFormat[ED] = {
+    new SortDataFormat[EdgeWithLocalIds[ED], Array[EdgeWithLocalIds[ED]]] {
+      override def getKey(data: Array[EdgeWithLocalIds[ED]], pos: Int): EdgeWithLocalIds[ED] = {
+        data(pos)
+      }
 
-    override def swap(data: Array[EdgeWithLocalIds[ED]], pos0: Int, pos1: Int): Unit = {
-      val tmp = data(pos0)
-      data(pos0) = data(pos1)
-      data(pos1) = tmp
-    }
+      override def swap(data: Array[EdgeWithLocalIds[ED]], pos0: Int, pos1: Int): Unit = {
+        val tmp = data(pos0)
+        data(pos0) = data(pos1)
+        data(pos1) = tmp
+      }
 
-    override def copyElement(
-        src: Array[EdgeWithLocalIds[ED]], srcPos: Int,
-        dst: Array[EdgeWithLocalIds[ED]], dstPos: Int) {
-      dst(dstPos) = src(srcPos)
-    }
+      override def copyElement(
+          src: Array[EdgeWithLocalIds[ED]], srcPos: Int,
+          dst: Array[EdgeWithLocalIds[ED]], dstPos: Int) {
+        dst(dstPos) = src(srcPos)
+      }
 
-    override def copyRange(
-        src: Array[EdgeWithLocalIds[ED]], srcPos: Int,
-        dst: Array[EdgeWithLocalIds[ED]], dstPos: Int, length: Int) {
-      System.arraycopy(src, srcPos, dst, dstPos, length)
-    }
+      override def copyRange(
+          src: Array[EdgeWithLocalIds[ED]], srcPos: Int,
+          dst: Array[EdgeWithLocalIds[ED]], dstPos: Int, length: Int) {
+        System.arraycopy(src, srcPos, dst, dstPos, length)
+      }
 
-    override def allocate(length: Int): Array[EdgeWithLocalIds[ED]] = {
-      new Array[EdgeWithLocalIds[ED]](length)
+      override def allocate(length: Int): Array[EdgeWithLocalIds[ED]] = {
+        new Array[EdgeWithLocalIds[ED]](length)
+      }
     }
   }
 }

graphx/src/main/scala/org/apache/spark/graphx/impl/ShippableVertexPartition.scala

@@ -74,8 +74,8 @@ object ShippableVertexPartition {
    * Implicit conversion to allow invoking `VertexPartitionBase` operations directly on a
    * `ShippableVertexPartition`.
    */
-  implicit def shippablePartitionToOps[VD: ClassTag](partition: ShippableVertexPartition[VD]) =
-    new ShippableVertexPartitionOps(partition)
+  implicit def shippablePartitionToOps[VD: ClassTag](partition: ShippableVertexPartition[VD])
+    : ShippableVertexPartitionOps[VD] = new ShippableVertexPartitionOps(partition)
 
   /**
    * Implicit evidence that `ShippableVertexPartition` is a member of the

graphx/src/main/scala/org/apache/spark/graphx/impl/VertexPartition.scala

@@ -38,8 +38,8 @@ private[graphx] object VertexPartition {
    * Implicit conversion to allow invoking `VertexPartitionBase` operations directly on a
    * `VertexPartition`.
    */
-  implicit def partitionToOps[VD: ClassTag](partition: VertexPartition[VD]) =
-    new VertexPartitionOps(partition)
+  implicit def partitionToOps[VD: ClassTag](partition: VertexPartition[VD])
+    : VertexPartitionOps[VD] = new VertexPartitionOps(partition)
 
   /**
    * Implicit evidence that `VertexPartition` is a member of the `VertexPartitionBaseOpsConstructor`

graphx/src/main/scala/org/apache/spark/graphx/impl/VertexPartitionBaseOps.scala

@@ -238,8 +238,8 @@ private[graphx] abstract class VertexPartitionBaseOps
    * because these methods return a `Self` and this implicit conversion re-wraps that in a
    * `VertexPartitionBaseOps`. This relies on the context bound on `Self`.
    */
-  private implicit def toOps[VD2: ClassTag](
-      partition: Self[VD2]): VertexPartitionBaseOps[VD2, Self] = {
+  private implicit def toOps[VD2: ClassTag](partition: Self[VD2])
+    : VertexPartitionBaseOps[VD2, Self] = {
     implicitly[VertexPartitionBaseOpsConstructor[Self]].toOps(partition)
   }
 }