diff options
Diffstat (limited to 'examples')
5 files changed, 10 insertions, 20 deletions
diff --git a/examples/src/main/scala/org/apache/spark/examples/CassandraCQLTest.scala b/examples/src/main/scala/org/apache/spark/examples/CassandraCQLTest.scala index 973b005f91..ca4eea2356 100644 --- a/examples/src/main/scala/org/apache/spark/examples/CassandraCQLTest.scala +++ b/examples/src/main/scala/org/apache/spark/examples/CassandraCQLTest.scala @@ -106,9 +106,8 @@ object CassandraCQLTest { println("Count: " + casRdd.count) val productSaleRDD = casRdd.map { - case (key, value) => { + case (key, value) => (ByteBufferUtil.string(value.get("prod_id")), ByteBufferUtil.toInt(value.get("quantity"))) - } } val aggregatedRDD = productSaleRDD.reduceByKey(_ + _) aggregatedRDD.collect().foreach { @@ -116,11 +115,10 @@ object CassandraCQLTest { } val casoutputCF = aggregatedRDD.map { - case (productId, saleCount) => { + case (productId, saleCount) => val outKey = Collections.singletonMap("prod_id", ByteBufferUtil.bytes(productId)) val outVal = Collections.singletonList(ByteBufferUtil.bytes(saleCount)) (outKey, outVal) - } } casoutputCF.saveAsNewAPIHadoopFile( diff --git a/examples/src/main/scala/org/apache/spark/examples/CassandraTest.scala b/examples/src/main/scala/org/apache/spark/examples/CassandraTest.scala index 6a8f73ad00..eff840d36e 100644 --- a/examples/src/main/scala/org/apache/spark/examples/CassandraTest.scala +++ b/examples/src/main/scala/org/apache/spark/examples/CassandraTest.scala @@ -90,9 +90,8 @@ object CassandraTest { // Let us first get all the paragraphs from the retrieved rows val paraRdd = casRdd.map { - case (key, value) => { + case (key, value) => ByteBufferUtil.string(value.get(ByteBufferUtil.bytes("para")).value()) - } } // Lets get the word count in paras @@ -103,7 +102,7 @@ object CassandraTest { } counts.map { - case (word, count) => { + case (word, count) => val colWord = new org.apache.cassandra.thrift.Column() colWord.setName(ByteBufferUtil.bytes("word")) colWord.setValue(ByteBufferUtil.bytes(word)) @@ -122,7 +121,6 @@ object CassandraTest { mutations.get(1).setColumn_or_supercolumn(new ColumnOrSuperColumn()) mutations.get(1).column_or_supercolumn.setColumn(colCount) (outputkey, mutations) - } }.saveAsNewAPIHadoopFile("casDemo", classOf[ByteBuffer], classOf[List[Mutation]], classOf[ColumnFamilyOutputFormat], job.getConfiguration) diff --git a/examples/src/main/scala/org/apache/spark/examples/LocalALS.scala b/examples/src/main/scala/org/apache/spark/examples/LocalALS.scala index af5f216f28..fa10101955 100644 --- a/examples/src/main/scala/org/apache/spark/examples/LocalALS.scala +++ b/examples/src/main/scala/org/apache/spark/examples/LocalALS.scala @@ -104,16 +104,14 @@ object LocalALS { def main(args: Array[String]) { args match { - case Array(m, u, f, iters) => { + case Array(m, u, f, iters) => M = m.toInt U = u.toInt F = f.toInt ITERATIONS = iters.toInt - } - case _ => { + case _ => System.err.println("Usage: LocalALS <M> <U> <F> <iters>") System.exit(1) - } } showWarning() diff --git a/examples/src/main/scala/org/apache/spark/examples/ml/OneVsRestExample.scala b/examples/src/main/scala/org/apache/spark/examples/ml/OneVsRestExample.scala index a0bb5dabf4..0b5d31c0ff 100644 --- a/examples/src/main/scala/org/apache/spark/examples/ml/OneVsRestExample.scala +++ b/examples/src/main/scala/org/apache/spark/examples/ml/OneVsRestExample.scala @@ -118,17 +118,15 @@ object OneVsRestExample { val inputData = sqlContext.read.format("libsvm").load(params.input) // compute the train/test split: if testInput is not provided use part of input. val data = params.testInput match { - case Some(t) => { + case Some(t) => // compute the number of features in the training set. val numFeatures = inputData.first().getAs[Vector](1).size val testData = sqlContext.read.option("numFeatures", numFeatures.toString) .format("libsvm").load(t) Array[DataFrame](inputData, testData) - } - case None => { + case None => val f = params.fracTest inputData.randomSplit(Array(1 - f, f), seed = 12345) - } } val Array(train, test) = data.map(_.cache()) diff --git a/examples/src/main/scala/org/apache/spark/examples/mllib/DecisionTreeRunner.scala b/examples/src/main/scala/org/apache/spark/examples/mllib/DecisionTreeRunner.scala index c263f4f595..ee811d3aa1 100644 --- a/examples/src/main/scala/org/apache/spark/examples/mllib/DecisionTreeRunner.scala +++ b/examples/src/main/scala/org/apache/spark/examples/mllib/DecisionTreeRunner.scala @@ -180,7 +180,7 @@ object DecisionTreeRunner { } // For classification, re-index classes if needed. val (examples, classIndexMap, numClasses) = algo match { - case Classification => { + case Classification => // classCounts: class --> # examples in class val classCounts = origExamples.map(_.label).countByValue() val sortedClasses = classCounts.keys.toList.sorted @@ -209,7 +209,6 @@ object DecisionTreeRunner { println(s"$c\t$frac\t${classCounts(c)}") } (examples, classIndexMap, numClasses) - } case Regression => (origExamples, null, 0) case _ => @@ -225,7 +224,7 @@ object DecisionTreeRunner { case "libsvm" => MLUtils.loadLibSVMFile(sc, testInput, numFeatures) } algo match { - case Classification => { + case Classification => // classCounts: class --> # examples in class val testExamples = { if (classIndexMap.isEmpty) { @@ -235,7 +234,6 @@ object DecisionTreeRunner { } } Array(examples, testExamples) - } case Regression => Array(examples, origTestExamples) } |