Introduce SchemaRDD#aggregate() for simple aggregations

rdd.aggregate(Sum('val)) is just shorthand for
rdd.groupBy()(Sum('val)), but seems be more natural than
doing a groupBy with no grouping expressions when you
really just want an aggregation over all rows.

Did not add a JavaSchemaRDD or Python API, as these seem to
be lacking in several other methods like groupBy() already --
leaving that cleanup for future patches.

Author: aarondav

sql/core/src/main/scala/org/apache/spark/sql/SchemaRDD.scala

@@ -59,7 +59,7 @@ import java.util.{Map => JMap}
  *  // Importing the SQL context gives access to all the SQL functions and implicit conversions.
  *  import sqlContext._
  *
- *  val rdd = sc.parallelize((1 to 100).map(i => Record(i, s"val_\$i")))
+ *  val rdd = sc.parallelize((1 to 100).map(i => Record(i, s"val_$i")))
  *  // Any RDD containing case classes can be registered as a table.  The schema of the table is
  *  // automatically inferred using scala reflection.
  *  rdd.registerAsTable("records")
@@ -204,6 +204,19 @@ class SchemaRDD(
     new SchemaRDD(sqlContext, Aggregate(groupingExprs, aliasedExprs, logicalPlan))
   }
 
+  /**
+   * Performs an aggregation over all Rows in this RDD.
+   *
+   * {{{
+   *   schemaRDD.aggregate(Sum('sales) as 'totalSales)
+   * }}}
+   *
+   * @group Query
+   */
+  def aggregate(aggregateExprs: Expression*): SchemaRDD = {
+    groupBy()(aggregateExprs: _*)
+  }
+
   /**
    * Applies a qualifier to the attributes of this relation.  Can be used to disambiguate attributes
    * with the same name, for example, when performing self-joins.
@@ -281,7 +294,7 @@ class SchemaRDD(
    * supports features such as filter pushdown.
    */
   @Experimental
-  override def count(): Long = groupBy()(Count(Literal(1))).collect().head.getLong(0)
+  override def count(): Long = aggregate(Count(Literal(1))).collect().head.getLong(0)
 
   /**
    * :: Experimental ::

sql/core/src/test/scala/org/apache/spark/sql/DslQuerySuite.scala

@@ -39,6 +39,14 @@ class DslQuerySuite extends QueryTest {
       testData2.groupBy('a)('a, Sum('b)),
       Seq((1,3),(2,3),(3,3))
     )
+    checkAnswer(
+      testData2.groupBy('a)('a, Sum('b) as 'totB).aggregate(Sum('totB)),
+      9
+    )
+    checkAnswer(
+      testData2.aggregate(Sum('b)),
+      9
+    )
   }
 
   test("select *") {