SingularValueDecomposition

java

java

java

java

java

java

java

java

java

java

java

java

java

java

java

java

java

java

java

java

java

java

java

sql

DecimalType

ml

random

rdd

spark

storage

AttributeType

attribute

optimization

expressions

expressions

SQLContext SparkSession functions

SQLUserDefinedType

SparkContext

Pipeline PipelineModel DecisionTreeClassificationModel DecisionTreeClassifier GBTClassificationModel GBTClassifier LinearSVC LinearSVCModel LogisticRegression LogisticRegressionModel MultilayerPerceptronClassificationModel MultilayerPerceptronClassifier NaiveBayes NaiveBayesModel OneVsRest OneVsRestModel RandomForestClassificationModel RandomForestClassifier BisectingKMeans BisectingKMeansModel GaussianMixture GaussianMixtureModel KMeans KMeansModel LDA LDAModel BinaryClassificationEvaluator ClusteringEvaluator MulticlassClassificationEvaluator RegressionEvaluator Binarizer BucketedRandomProjectionLSH BucketedRandomProjectionLSHModel Bucketizer ChiSqSelector ChiSqSelectorModel CountVectorizer CountVectorizerModel DCT ElementwiseProduct FeatureHasher HashingTF IDF IDFModel Imputer ImputerModel IndexToString Interaction MaxAbsScaler MaxAbsScalerModel MinHashLSH MinHashLSHModel MinMaxScaler MinMaxScalerModel NGram Normalizer OneHotEncoder OneHotEncoderEstimator OneHotEncoderModel PCA PCAModel PolynomialExpansion QuantileDiscretizer RFormula RFormulaModel RegexTokenizer SQLTransformer StandardScaler StandardScalerModel StopWordsRemover StringIndexer StringIndexerModel Tokenizer VectorAssembler VectorIndexer VectorIndexerModel VectorSizeHint VectorSlicer Word2Vec Word2VecModel FPGrowth FPGrowthModel ALS ALSModel AFTSurvivalRegression AFTSurvivalRegressionModel DecisionTreeRegressionModel DecisionTreeRegressor GBTRegressionModel GBTRegressor GeneralizedLinearRegression GeneralizedLinearRegressionModel IsotonicRegression IsotonicRegressionModel LinearRegression LinearRegressionModel RandomForestRegressionModel RandomForestRegressor CrossValidator CrossValidatorModel TrainValidationSplit TrainValidationSplitModel Identifiable

EdgeContext DenseVector SparseVector DenseVector SparseVector AtomicType DecimalType

Row

Column

Column Decimal

functions

Window functions

Window functions

SQLContext Catalog

ImageSchema

SplitInfo

BaseRelation

functions

RandomRDDs

RandomRDDs

RandomRDDs

RandomRDDs

SparkContext JavaDoubleRDD JavaPairRDD JavaRDD JavaSparkContext RDD Dataset StreamingContext JavaDStream JavaPairDStream JavaStreamingContext DStream

Dataset

Dataset

StreamBlockId

functions

JavaDoubleRDD JavaPairRDD JavaRDD Broadcast Graph EdgeRDDImpl GraphImpl VertexRDDImpl BinaryClassificationMetrics RDD Dataset

Graph GraphImpl

ExecutionListenerManager

JdbcDialects

TaskContext RuntimeConfig

Time

StreamingKMeansModel AccumulableInfo MutableAggregationBuffer UserDefinedAggregateFunction GroupState ColumnarArray ColumnarRow AccumulableInfo State MutablePair

GradientBoostedTreesModel

JavaPairDStream PairDStreamFunctions

functions

StorageLevel

StorageLevel

Strategy

StorageLevel

MemoryMetrics

MemoryMetrics

Rating Rating

VectorUDT

ALSModel

MatrixFactorizationModel

graphx ml mllib sql streaming spark