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
ROUND_CEILING
Decimal
ROUND_FLOOR
Decimal
ROUND_HALF_EVEN
Decimal
ROUND_HALF_UP
Decimal
RandomBlockReplicationPolicy
storage
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
streaming scheduler
ReceiverInputDStream
dstream
ReduceFunction
function
RegexTokenizer
feature
Regression
Algo
RegressionEvaluator
evaluation
RegressionMetrics
evaluation
RegressionModel
regression regression
RelationConversions
hive
RelationProvider
sources
RelationalGroupedDataset
sql
ResolveHiveSerdeTable
hive
Resubmitted
spark
RidgeRegressionModel
regression
RidgeRegressionWithSGD
regression
Row
sql
RowFactory
sql
RowMatrix
distributed
Rule
AssociationRules
RuleBuilder
SparkSessionExtensions
RuntimeConfig
sql
RuntimeInfo
v1
r2
LinearRegressionSummary RegressionMetrics
radians
functions
rand
DenseMatrix Matrices DenseMatrix Matrices functions
randn
DenseMatrix Matrices DenseMatrix Matrices functions
random
mllib util
randomJavaRDD
RandomRDDs
randomJavaVectorRDD
RandomRDDs
randomRDD
RandomRDDs
randomSplit
JavaRDD RDD Dataset
randomSplitAsList
Dataset
randomUID
Identifiable
randomVectorRDD
RandomRDDs
range
SparkContext SQLContext SparkSession
rangeBetween
Window WindowSpec
rank
Conf ALSModel GeneralizedLinearRegressionSummary MatrixFactorizationModel functions
rate
scheduler
rateController
InputDStream ReceiverInputDStream
rating
Rating Rating
raw2prediction
ClassificationModel LinearSVCModel LogisticRegressionModel ProbabilisticClassificationModel
raw2probability
ProbabilisticClassificationModel
raw2probabilityInPlace
DecisionTreeClassificationModel GBTClassificationModel LogisticRegressionModel NaiveBayesModel ProbabilisticClassificationModel RandomForestClassificationModel
rawSocketStream
StreamingContext JavaStreamingContext
rdd
Dependency NarrowDependency ShuffleDependency JavaDoubleRDD JavaPairRDD JavaRDD JavaRDDLike mllib spark Dataset
rddBlocks
ExecutorSummary StorageStatus
rddBlocksById
StorageStatus
rddId
SparkListenerUnpersistRDD RDDBlockId
rddInfoList
StorageListener
rddInfos
StageInfo
rddStorageLevel
StorageStatus
rddToAsyncRDDActions
RDD
rddToDatasetHolder
SQLImplicits
rddToOrderedRDDFunctions
RDD
rddToPairRDDFunctions
RDD
rddToSequenceFileRDDFunctions
RDD
rdds
CoGroupedRDD UnionRDD
read
LZ4BlockInputStream NioBufferedFileInputStream Pipeline PipelineModel DecisionTreeClassificationModel GBTClassificationModel LinearSVCModel LogisticRegressionModel MultilayerPerceptronClassificationModel NaiveBayesModel OneVsRest OneVsRestModel RandomForestClassificationModel BisectingKMeansModel DistributedLDAModel GaussianMixtureModel KMeansModel LDA LocalLDAModel BucketedRandomProjectionLSHModel ChiSqSelectorModel CountVectorizerModel IDFModel ImputerModel MaxAbsScalerModel MinHashLSHModel MinMaxScalerModel PCAModel RFormulaModel StandardScalerModel StringIndexerModel VectorIndexerModel Word2VecModel FPGrowthModel ALSModel AFTSurvivalRegressionModel DecisionTreeRegressionModel GBTRegressionModel GeneralizedLinearRegressionModel IsotonicRegressionModel LinearRegressionModel RandomForestRegressionModel CrossValidator CrossValidatorModel TrainValidationSplit TrainValidationSplitModel DefaultParamsReadable MLReadable SQLContext SparkSession WriteAheadLog
readAll
WriteAheadLog
readBytes
ShuffleReadMetricDistributions
readExternal
JavaSerializer BlockManagerId StorageLevel SparkFlumeEvent
readKey
DeserializationStream
readObject
DeserializationStream
readRecords
ShuffleReadMetricDistributions
readStream
SQLContext SparkSession
readValue
DeserializationStream
ready
ComplexFutureAction FutureAction SimpleFutureAction
reason
ExecutorLostFailure TaskKilled TaskKilledException SparkListenerExecutorRemoved SparkListenerTaskEnd
recall
MulticlassMetrics MultilabelMetrics
recallByThreshold
BinaryLogisticRegressionSummary BinaryClassificationMetrics
receiver
streaming
receiverInfo
StreamingListenerReceiverError StreamingListenerReceiverStarted StreamingListenerReceiverStopped
receiverInputDStream
JavaPairReceiverInputDStream JavaReceiverInputDStream
receiverStream
StreamingContext JavaStreamingContext
recentProgress
StreamingQuery
recommendForAllItems
ALSModel
recommendForAllUsers
ALSModel
recommendProducts
MatrixFactorizationModel
recommendProductsForUsers
MatrixFactorizationModel
recommendUsers
MatrixFactorizationModel
recommendUsersForProducts
MatrixFactorizationModel
recommendation
ml mllib
recordReader
HiveScriptIOSchema
recordReaderClass
HiveScriptIOSchema
recordWriter
HiveScriptIOSchema
recordWriterClass
HiveScriptIOSchema
recordsRead
InputMetricDistributions InputMetrics ShuffleReadMetrics
recordsWritten
OutputMetricDistributions OutputMetrics ShuffleWriteMetrics
recoverPartitions
Catalog
redirectError
SparkLauncher
redirectOutput
SparkLauncher
redirectToLog
SparkLauncher
reduce
JavaRDDLike RDD Dataset Aggregator JavaDStreamLike DStream
reduceByKey
JavaPairRDD PairRDDFunctions JavaPairDStream PairDStreamFunctions
reduceByKeyAndWindow
JavaPairDStream PairDStreamFunctions
reduceByKeyLocally
JavaPairRDD PairRDDFunctions
reduceByWindow
JavaDStreamLike DStream
reduceGroups
KeyValueGroupedDataset
reduceId
FetchFailed ShuffleBlockId ShuffleDataBlockId ShuffleIndexBlockId
references
And EqualNullSafe EqualTo Filter GreaterThan GreaterThanOrEqual In IsNotNull IsNull LessThan LessThanOrEqual Not Or StringContains StringEndsWith StringStartsWith
refreshByPath
Catalog
refreshTable
Catalog HiveContext
regexp_extract
functions
regexp_replace
functions
regionName
Builder
register
SparkContext UDFRegistration ExecutionListenerManager
registerAvroSchemas
SparkConf
registerClasses
KryoRegistrator
registerDialect
JdbcDialects
registerKryoClasses
SparkConf GraphXUtils
registerPython
UDFRegistration
registerStream
StreamingTest
registerTempTable
Dataset
regression
ml mllib
reindex
VertexRDD VertexRDDImpl
relativeDirection
Edge
relativeError
CountMinSketch
remainder
Decimal
remember
StreamingContext JavaStreamingContext
remoteBlocksFetched
ShuffleReadMetricDistributions ShuffleReadMetrics
remoteBytesRead
ShuffleReadMetricDistributions ShuffleReadMetrics
remove
SparkConf ParamMap GroupState MetadataBuilder State
removeListener
StreamingQueryManager
removeSelfEdges
GraphOps
removeSparkListener
SparkContext
repartition
JavaDoubleRDD JavaPairRDD JavaRDD RDD Dataset JavaDStream JavaPairDStream DStream
repartitionAndSortWithinPartitions
JavaPairRDD OrderedRDDFunctions
repeat
functions
replace
DataFrameNaFunctions
replaceCharType
HiveStringType
replicatedVertexView
GraphImpl
replication
StorageLevel
reportError
Receiver
requestExecutors
SparkContext
requestTotalExecutors
SparkContext
reset
LZ4BlockInputStream HiveCatalogMetrics AccumulatorV2 CollectionAccumulator DoubleAccumulator LegacyAccumulatorWrapper LongAccumulator
resetTerminated
StreamingQueryManager
residualDegreeOfFreedom
GeneralizedLinearRegressionSummary
residualDegreeOfFreedomNull
GeneralizedLinearRegressionSummary
residuals
GeneralizedLinearRegressionSummary LinearRegressionSummary
resourceLoader
HiveSessionStateBuilder
restart
Receiver
result
ComplexFutureAction FutureAction SimpleFutureAction
resultSerializationTime
TaskMetricDistributions TaskMetrics
resultSetToObjectArray
JdbcRDD
resultSize
TaskMetricDistributions TaskMetrics
retainedJobs
JobProgressListener
retainedStages
JobProgressListener
retainedTasks
JobProgressListener
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
Dataset
rootMeanSquaredError
LinearRegressionSummary RegressionMetrics
rootNode
DecisionTreeClassificationModel DecisionTreeRegressionModel
round
functions
rowIndices
SparseMatrix SparseMatrix
rowIter
Matrix Matrix
row_number
functions
rows
IndexedRowMatrix RowMatrix
rowsBetween
Window WindowSpec
rowsPerBlock
BlockMatrix
rpad
functions
rtrim
functions
run
ConnectedComponents LabelPropagation PageRank SVDPlusPlus ShortestPaths StronglyConnectedComponents TriangleCount LogisticRegressionWithLBFGS NaiveBayes BisectingKMeans GaussianMixture KMeans LDA PowerIterationClustering AssociationRules FPGrowth PrefixSpan ALS GeneralizedLinearAlgorithm IsotonicRegression DecisionTree GradientBoostedTrees CreateHiveTableAsSelectCommand InsertIntoHiveTable
runApproximateJob
SparkContext
runId
StreamingQuery QueryStartedEvent QueryTerminatedEvent StreamingQueryProgress
runJob
SparkContext
runLBFGS
LBFGS
runMiniBatchSGD
GradientDescent
runParallelPersonalizedPageRank
PageRank
runPreCanonicalized
TriangleCount
runUntilConvergence
PageRank
runUntilConvergenceWithOptions
PageRank
runWithOptions
PageRank
runWithValidation
GradientBoostedTrees
running
TaskInfo
runtime
ApplicationEnvironmentInfo