R
QRDecomposition
RACK_LOCAL
TaskLocality
RANDOM
KMeans
RDD
rdd BlockId
RDDBlockId
storage
RDDDataDistribution
v1
RDDFunctions
rdd
RDDInfo
storage
RDDPartitionInfo
v1
RDDStorageInfo
v1
RFormula
feature
RFormulaModel
feature
RMATa
GraphGenerators
RMATb
GraphGenerators
RMATc
GraphGenerators
RMATd
GraphGenerators
RandomDataGenerator
random
RandomForest
tree
RandomForestClassificationModel
classification
RandomForestClassifier
classification
RandomForestModel
model
RandomForestRegressionModel
regression
RandomForestRegressor
regression
RandomRDDs
random
RandomSampler
random
RandomVertexCut
PartitionStrategy
RangeDependency
spark
RangePartitioner
spark
RankingMetrics
evaluation
RateController
scheduler
RateEstimator
rate
Rating
ALS recommendation
Receiver
receiver
ReceiverInfo
scheduler
ReceiverInputDStream
dstream
RegexTokenizer
feature
Regression
Algo
RegressionEvaluator
evaluation
RegressionMetrics
evaluation
RegressionModel
regression regression
RelationProvider
sources
Resubmitted
spark
RidgeRegressionModel
regression
RidgeRegressionWithSGD
regression
Row
sql
RowFactory
sql
RowMatrix
distributed
RpcUtils
util
Rule
AssociationRules
r2
LinearRegressionSummary RegressionMetrics
rand
DenseMatrix Matrices functions
randn
DenseMatrix Matrices functions
random
mllib Vector util
randomRDD
RandomRDDs
randomSplit
JavaRDD RDD DataFrame
randomUID
Identifiable
randomVectorRDD
RandomRDDs
range
SparkContext SQLContext
rangeBetween
WindowSpec
rank
Conf ALSModel MatrixFactorizationModel functions
rate
scheduler
rateController
InputDStream ReceiverInputDStream
rating
Rating Rating
raw2prediction
ClassificationModel LogisticRegressionModel ProbabilisticClassificationModel
raw2probability
ProbabilisticClassificationModel
raw2probabilityInPlace
DecisionTreeClassificationModel LogisticRegressionModel NaiveBayesModel ProbabilisticClassificationModel RandomForestClassificationModel
rawSocketStream
StreamingContext JavaStreamingContext
rdd
Dependency NarrowDependency ShuffleDependency JavaDoubleRDD JavaPairRDD JavaRDD JavaRDDLike mllib spark DataFrame
rddBlocks
ExecutorSummary StorageStatus
rddBlocksById
StorageStatus
rddId
SparkListenerUnpersistRDD RDDBlockId
rddInfoList
StorageListener
rddInfos
StageInfo
rddStorageLevel
StorageStatus
rddToAsyncRDDActions
SparkContext RDD
rddToOrderedRDDFunctions
SparkContext RDD
rddToPairRDDFunctions
SparkContext RDD
rddToSequenceFileRDDFunctions
SparkContext RDD
rdds
CoGroupedRDD UnionRDD
read
SQLContext WriteAheadLog
readAll
WriteAheadLog
readBytes
ShuffleReadMetricDistributions
readExternal
JavaSerializer BlockManagerId StorageLevel SparkFlumeEvent
readKey
DeserializationStream
readObject
DeserializationStream
readRecords
ShuffleReadMetricDistributions
readValue
DeserializationStream
ready
ComplexFutureAction FutureAction SimpleFutureAction
reason
SparkListenerExecutorRemoved SparkListenerTaskEnd
recall
MulticlassMetrics MultilabelMetrics
recallByThreshold
BinaryLogisticRegressionSummary BinaryClassificationMetrics
receiver
streaming
receiverInfo
StreamingListenerReceiverError StreamingListenerReceiverStarted StreamingListenerReceiverStopped
receiverInputDStream
JavaPairReceiverInputDStream JavaReceiverInputDStream
receiverStream
StreamingContext JavaStreamingContext
recommendProducts
MatrixFactorizationModel
recommendProductsForUsers
MatrixFactorizationModel
recommendUsers
MatrixFactorizationModel
recommendUsersForProducts
MatrixFactorizationModel
recommendation
ml mllib
recordJobProperties
JobLogger
recordTaskMetrics
JobLogger
recordsRead
InputMetricDistributions InputMetrics ShuffleReadMetrics
recordsWritten
OutputMetricDistributions OutputMetrics ShuffleWriteMetrics
reduce
JavaRDDLike RDD JavaDStreamLike DStream
reduceByKey
JavaPairRDD PairRDDFunctions JavaPairDStream PairDStreamFunctions
reduceByKeyAndWindow
JavaPairDStream PairDStreamFunctions
reduceByKeyLocally
JavaPairRDD PairRDDFunctions
reduceByKeyToDriver
PairRDDFunctions
reduceByWindow
JavaDStreamLike DStream
reduceId
FetchFailed ShuffleBlockId ShuffleDataBlockId ShuffleIndexBlockId
refreshTable
HiveContext
regexp_extract
functions
regexp_replace
functions
register
UDFRegistration
registerAvroSchemas
SparkConf
registerClasses
GraphKryoRegistrator KryoRegistrator
registerDialect
JdbcDialects
registerKryoClasses
SparkConf GraphXUtils
registerPython
UDFRegistration
registerTempTable
DataFrame
regression
ml mllib
reindex
VertexRDD VertexRDDImpl
relativeDirection
Edge
remainder
Decimal
remember
StreamingContext JavaStreamingContext
remoteBlocksFetched
ShuffleReadMetricDistributions ShuffleReadMetrics
remoteBytesRead
ShuffleReadMetricDistributions ShuffleReadMetrics
remove
SparkConf ParamMap
repartition
JavaDoubleRDD JavaPairRDD JavaRDD RDD DataFrame JavaDStream JavaPairDStream DStream
repartitionAndSortWithinPartitions
JavaPairRDD OrderedRDDFunctions
repeat
functions
replace
DataFrameNaFunctions
replicatedVertexView
GraphImpl
replication
StorageLevel
reportError
Receiver
requestExecutors
SparkContext
residuals
LinearRegressionSummary
resolve
DataFrame
restart
Receiver
result
ComplexFutureAction FutureAction SimpleFutureAction
resultSerializationTime
TaskMetricDistributions TaskMetrics
resultSetToObjectArray
JdbcRDD
resultSize
TaskMetricDistributions TaskMetrics
retainedJobs
JobProgressListener
retainedStages
JobProgressListener
retryWaitMs
RpcUtils
reverse
EdgeDirection EdgeRDD Graph EdgeRDDImpl GraphImpl functions
reverseRoutingTables
VertexRDD VertexRDDImpl
right
And Or
rightCategories
CategoricalSplit
rightChild
InternalNode
rightImpurity
InformationGainStats
rightNode
Node
rightOuterJoin
JavaPairRDD PairRDDFunctions JavaPairDStream PairDStreamFunctions
rightPredict
InformationGainStats
rint
functions
rlike
Column
rmatGraph
GraphGenerators
roc
BinaryLogisticRegressionSummary BinaryClassificationMetrics
rollup
DataFrame
rootMeanSquaredError
LinearRegressionSummary RegressionMetrics
rootNode
DecisionTreeClassificationModel DecisionTreeRegressionModel
round
functions
rowIndices
SparseMatrix
rowNumber
functions
rows
IndexedRowMatrix RowMatrix
rowsBetween
WindowSpec
rowsPerBlock
BlockMatrix
rpad
functions
rtrim
functions
run
ComplexFutureAction Bagel ConnectedComponents LabelPropagation PageRank SVDPlusPlus ShortestPaths StronglyConnectedComponents TriangleCount NaiveBayes GaussianMixture KMeans LDA PowerIterationClustering AssociationRules FPGrowth PrefixSpan ALS GeneralizedLinearAlgorithm IsotonicRegression DecisionTree GradientBoostedTrees
runApproximateJob
SparkContext
runJob
ComplexFutureAction SparkContext
runLBFGS
LBFGS
runMiniBatchSGD
GradientDescent
runSVDPlusPlus
SVDPlusPlus
runSqlHive
HiveContext
runUntilConvergence
PageRank
runUntilConvergenceWithOptions
PageRank
runWithOptions
PageRank
runWithValidation
GradientBoostedTrees
running
TaskInfo
runningLocally
TaskContext