GeoPySpark
v0.1.0
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RasterRDD and TiledRasterRDD
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Ingesting a Grayscale Image
Creating a Tile Server From Greyscale Data
Ingesting a Sentinel Image
Creating a Tile Server From Sentinel Data
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geopyspark package
geopyspark.geotrellis package
GeoPySpark
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Index
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D
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E
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I
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Z
A
abs() (in module pyspark.sql.functions)
Accumulator (class in pyspark)
accumulator() (pyspark.SparkContext method)
AccumulatorParam (class in pyspark)
accuracy (pyspark.mllib.evaluation.MulticlassMetrics attribute)
acos() (in module pyspark.sql.functions)
active (pyspark.sql.streaming.StreamingQueryManager attribute)
add() (pyspark.Accumulator method)
(pyspark.mllib.linalg.distributed.BlockMatrix method)
(pyspark.sql.types.StructType method)
add_months() (in module pyspark.sql.functions)
addFile() (pyspark.SparkContext method)
addGrid() (pyspark.ml.tuning.ParamGridBuilder method)
addInPlace() (pyspark.AccumulatorParam method)
addPyFile() (pyspark.SparkContext method)
addStreamingListener() (pyspark.streaming.StreamingContext method)
AFTSurvivalRegression (class in pyspark.ml.regression)
AFTSurvivalRegressionModel (class in pyspark.ml.regression)
agg() (pyspark.sql.DataFrame method)
(pyspark.sql.GroupedData method)
aggregate() (pyspark.RDD method)
aggregateByKey() (pyspark.RDD method)
aggregationDepth (pyspark.ml.classification.LogisticRegression attribute)
(pyspark.ml.regression.AFTSurvivalRegression attribute)
(pyspark.ml.regression.LinearRegression attribute)
aic (pyspark.ml.regression.GeneralizedLinearRegressionSummary attribute)
(pyspark.ml.regression.GeneralizedLinearRegressionTrainingSummary attribute)
alias() (pyspark.sql.Column method)
(pyspark.sql.DataFrame method)
alpha (pyspark.ml.recommendation.ALS attribute)
ALS (class in pyspark.ml.recommendation)
(class in pyspark.mllib.recommendation)
ALSModel (class in pyspark.ml.recommendation)
Annulus (class in geopyspark.geotrellis.neighborhoods)
ANNULUS (in module geopyspark.geotrellis.constants)
appendBias() (pyspark.mllib.util.MLUtils static method)
applicationId (pyspark.SparkContext attribute)
appName() (pyspark.sql.SparkSession.Builder method)
approx_count_distinct() (in module pyspark.sql.functions)
approxCountDistinct() (in module pyspark.sql.functions)
approxQuantile() (pyspark.sql.DataFrame method)
(pyspark.sql.DataFrameStatFunctions method)
areaUnderPR (pyspark.mllib.evaluation.BinaryClassificationMetrics attribute)
areaUnderROC (pyspark.ml.classification.BinaryLogisticRegressionSummary attribute)
(pyspark.ml.classification.BinaryLogisticRegressionTrainingSummary attribute)
(pyspark.mllib.evaluation.BinaryClassificationMetrics attribute)
array() (in module pyspark.sql.functions)
array_contains() (in module pyspark.sql.functions)
ArrayType (class in pyspark.sql.types)
asc() (in module pyspark.sql.functions)
(pyspark.sql.Column method)
ascii() (in module pyspark.sql.functions)
asDict() (pyspark.sql.Row method)
asin() (in module pyspark.sql.functions)
asML() (pyspark.mllib.linalg.DenseMatrix method)
(pyspark.mllib.linalg.DenseVector method)
(pyspark.mllib.linalg.Matrix method)
(pyspark.mllib.linalg.SparseMatrix method)
(pyspark.mllib.linalg.SparseVector method)
(pyspark.mllib.linalg.Vector method)
ASPECT (in module geopyspark.geotrellis.constants)
assignments() (pyspark.mllib.clustering.PowerIterationClusteringModel method)
astype() (pyspark.sql.Column method)
atan() (in module pyspark.sql.functions)
atan2() (in module pyspark.sql.functions)
AVERAGE (in module geopyspark.geotrellis.constants)
avg() (in module pyspark.sql.functions)
(pyspark.sql.GroupedData method)
avgMetrics (pyspark.ml.tuning.CrossValidatorModel attribute)
AvroRegistry (class in geopyspark.geopycontext)
AvroSerializer (class in geopyspark.geopycontext)
awaitAnyTermination() (pyspark.sql.streaming.StreamingQueryManager method)
awaitTermination() (pyspark.sql.streaming.StreamingQuery method)
(pyspark.streaming.StreamingContext method)
awaitTerminationOrTimeout() (pyspark.streaming.StreamingContext method)
B
base64() (in module pyspark.sql.functions)
baseOn() (pyspark.ml.tuning.ParamGridBuilder method)
BasicProfiler (class in pyspark)
bestModel (pyspark.ml.tuning.CrossValidatorModel attribute)
(pyspark.ml.tuning.TrainValidationSplitModel attribute)
between() (pyspark.sql.Column method)
BILINEAR (in module geopyspark.geotrellis.constants)
bin() (in module pyspark.sql.functions)
Binarizer (class in pyspark.ml.feature)
binary (pyspark.ml.feature.CountVectorizer attribute)
(pyspark.ml.feature.HashingTF attribute)
BinaryClassificationEvaluator (class in pyspark.ml.evaluation)
BinaryClassificationMetrics (class in pyspark.mllib.evaluation)
binaryFiles() (pyspark.SparkContext method)
BinaryLogisticRegressionSummary (class in pyspark.ml.classification)
BinaryLogisticRegressionTrainingSummary (class in pyspark.ml.classification)
binaryRecords() (pyspark.SparkContext method)
binaryRecordsStream() (pyspark.streaming.StreamingContext method)
BinaryType (class in pyspark.sql.types)
BisectingKMeans (class in pyspark.ml.clustering)
(class in pyspark.mllib.clustering)
BisectingKMeansModel (class in pyspark.ml.clustering)
(class in pyspark.mllib.clustering)
BisectingKMeansSummary (class in pyspark.ml.clustering)
bitwiseAND() (pyspark.sql.Column method)
bitwiseNOT() (in module pyspark.sql.functions)
bitwiseOR() (pyspark.sql.Column method)
bitwiseXOR() (pyspark.sql.Column method)
BlockMatrix (class in pyspark.mllib.linalg.distributed)
blocks (pyspark.mllib.linalg.distributed.BlockMatrix attribute)
blockSize (pyspark.ml.classification.MultilayerPerceptronClassifier attribute)
BLUE_TO_ORANGE (in module geopyspark.geotrellis.constants)
BLUE_TO_RED (in module geopyspark.geotrellis.constants)
BOOL (in module geopyspark.geotrellis.constants)
BooleanType (class in pyspark.sql.types)
BOOLRAW (in module geopyspark.geotrellis.constants)
boundaries (pyspark.ml.regression.IsotonicRegressionModel attribute)
Bounds (class in geopyspark.geotrellis)
bounds (geopyspark.geotrellis.Metadata attribute)
Broadcast (class in pyspark)
broadcast() (in module pyspark.sql.functions)
(pyspark.SparkContext method)
Broker (class in pyspark.streaming.kafka)
bround() (in module pyspark.sql.functions)
Bucketizer (class in pyspark.ml.feature)
build() (pyspark.ml.tuning.ParamGridBuilder method)
builder (pyspark.sql.SparkSession attribute)
ByteType (class in pyspark.sql.types)
C
CachableRDD (class in geopyspark.geotrellis.rdd)
cache() (geopyspark.geotrellis.rdd.CachableRDD method)
(geopyspark.geotrellis.rdd.RasterRDD method)
(geopyspark.geotrellis.rdd.TiledRasterRDD method)
(pyspark.RDD method)
(pyspark.mllib.linalg.distributed.BlockMatrix method)
(pyspark.sql.DataFrame method)
(pyspark.streaming.DStream method)
cacheNodeIds (pyspark.ml.classification.DecisionTreeClassifier attribute)
(pyspark.ml.classification.GBTClassifier attribute)
(pyspark.ml.classification.RandomForestClassifier attribute)
(pyspark.ml.regression.DecisionTreeRegressor attribute)
(pyspark.ml.regression.GBTRegressor attribute)
(pyspark.ml.regression.RandomForestRegressor attribute)
cacheTable() (pyspark.sql.SQLContext method)
call() (pyspark.mllib.tree.DecisionTreeModel method)
(pyspark.mllib.tree.GradientBoostedTreesModel method)
(pyspark.mllib.tree.RandomForestModel method)
cancelAllJobs() (pyspark.SparkContext method)
cancelJobGroup() (pyspark.SparkContext method)
cartesian() (pyspark.RDD method)
caseSensitive (pyspark.ml.feature.StopWordsRemover attribute)
cast() (pyspark.sql.Column method)
catalog (pyspark.sql.SparkSession attribute)
categoryMaps (pyspark.ml.feature.VectorIndexerModel attribute)
cbrt() (in module pyspark.sql.functions)
ceil() (in module pyspark.sql.functions)
cell_type (geopyspark.geotrellis.Metadata attribute)
CELL_TYPES (in module geopyspark.geotrellis.constants)
censorCol (pyspark.ml.regression.AFTSurvivalRegression attribute)
checkpoint() (pyspark.RDD method)
(pyspark.sql.DataFrame method)
(pyspark.streaming.DStream method)
(pyspark.streaming.StreamingContext method)
checkpointInterval (pyspark.ml.classification.DecisionTreeClassifier attribute)
(pyspark.ml.classification.GBTClassifier attribute)
(pyspark.ml.classification.RandomForestClassifier attribute)
(pyspark.ml.clustering.LDA attribute)
(pyspark.ml.recommendation.ALS attribute)
(pyspark.ml.regression.DecisionTreeRegressor attribute)
(pyspark.ml.regression.GBTRegressor attribute)
(pyspark.ml.regression.RandomForestRegressor attribute)
ChiSqSelector (class in pyspark.ml.feature)
(class in pyspark.mllib.feature)
ChiSqSelectorModel (class in pyspark.ml.feature)
(class in pyspark.mllib.feature)
chiSqTest() (pyspark.mllib.stat.Statistics static method)
ChiSqTestResult (class in pyspark.mllib.stat)
Circle (class in geopyspark.geotrellis.neighborhoods)
CIRCLE (in module geopyspark.geotrellis.constants)
CLASSIFICATION_BOLD_LAND_USE (in module geopyspark.geotrellis.constants)
classifier (pyspark.ml.classification.OneVsRest attribute)
(pyspark.ml.classification.OneVsRestModel attribute)
clearCache() (pyspark.sql.SQLContext method)
clearThreshold() (pyspark.mllib.classification.LogisticRegressionModel method)
(pyspark.mllib.classification.SVMModel method)
cluster (pyspark.ml.clustering.BisectingKMeansSummary attribute)
(pyspark.ml.clustering.GaussianMixtureSummary attribute)
clusterCenters (pyspark.mllib.clustering.BisectingKMeansModel attribute)
(pyspark.mllib.clustering.KMeansModel attribute)
clusterCenters() (pyspark.ml.clustering.BisectingKMeansModel method)
(pyspark.ml.clustering.KMeansModel method)
clusterSizes (pyspark.ml.clustering.BisectingKMeansSummary attribute)
(pyspark.ml.clustering.GaussianMixtureSummary attribute)
clusterWeights (pyspark.mllib.clustering.StreamingKMeansModel attribute)
coalesce() (in module pyspark.sql.functions)
(pyspark.RDD method)
(pyspark.sql.DataFrame method)
coefficientMatrix (pyspark.ml.classification.LogisticRegressionModel attribute)
coefficients (pyspark.ml.classification.LogisticRegressionModel attribute)
(pyspark.ml.regression.AFTSurvivalRegressionModel attribute)
(pyspark.ml.regression.GeneralizedLinearRegressionModel attribute)
(pyspark.ml.regression.LinearRegressionModel attribute)
coefficientStandardErrors (pyspark.ml.regression.GeneralizedLinearRegressionTrainingSummary attribute)
(pyspark.ml.regression.LinearRegressionSummary attribute)
(pyspark.ml.regression.LinearRegressionTrainingSummary attribute)
cogroup() (pyspark.RDD method)
(pyspark.streaming.DStream method)
col() (in module pyspark.sql.functions)
collect() (pyspark.RDD method)
(pyspark.sql.DataFrame method)
collect_list() (in module pyspark.sql.functions)
collect_metadata() (geopyspark.geotrellis.rdd.RasterRDD method)
collect_set() (in module pyspark.sql.functions)
collectAsMap() (pyspark.RDD method)
colsPerBlock (pyspark.mllib.linalg.distributed.BlockMatrix attribute)
colStats() (pyspark.mllib.stat.Statistics static method)
Column (class in pyspark.sql)
column() (in module pyspark.sql.functions)
columns (pyspark.sql.DataFrame attribute)
columnSimilarities() (pyspark.mllib.linalg.distributed.IndexedRowMatrix method)
(pyspark.mllib.linalg.distributed.RowMatrix method)
combineByKey() (pyspark.RDD method)
(pyspark.streaming.DStream method)
computeColumnSummaryStatistics() (pyspark.mllib.linalg.distributed.RowMatrix method)
computeCost() (pyspark.ml.clustering.BisectingKMeansModel method)
(pyspark.ml.clustering.KMeansModel method)
(pyspark.mllib.clustering.BisectingKMeansModel method)
(pyspark.mllib.clustering.KMeansModel method)
computeCovariance() (pyspark.mllib.linalg.distributed.RowMatrix method)
computeGramianMatrix() (pyspark.mllib.linalg.distributed.IndexedRowMatrix method)
(pyspark.mllib.linalg.distributed.RowMatrix method)
concat() (in module pyspark.sql.functions)
concat_ws() (in module pyspark.sql.functions)
conf (pyspark.sql.SparkSession attribute)
config() (pyspark.sql.SparkSession.Builder method)
confusionMatrix() (pyspark.mllib.evaluation.MulticlassMetrics method)
contains() (pyspark.SparkConf method)
context (pyspark.RDD attribute)
context() (pyspark.streaming.DStream method)
conv() (in module pyspark.sql.functions)
convert_data_type() (geopyspark.geotrellis.rdd.RasterRDD method)
(geopyspark.geotrellis.rdd.TiledRasterRDD method)
convertMatrixColumnsFromML() (pyspark.mllib.util.MLUtils static method)
convertMatrixColumnsToML() (pyspark.mllib.util.MLUtils static method)
convertVectorColumnsFromML() (pyspark.mllib.util.MLUtils static method)
convertVectorColumnsToML() (pyspark.mllib.util.MLUtils static method)
COOLWARM (in module geopyspark.geotrellis.constants)
CoordinateMatrix (class in pyspark.mllib.linalg.distributed)
copy() (pyspark.ml.classification.DecisionTreeClassificationModel method)
(pyspark.ml.Estimator method)
(pyspark.ml.Model method)
(pyspark.ml.Pipeline method)
(pyspark.ml.PipelineModel method)
(pyspark.ml.Transformer method)
(pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassificationModel method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.classification.LogisticRegressionModel method)
(pyspark.ml.classification.MultilayerPerceptronClassificationModel method)
(pyspark.ml.classification.MultilayerPerceptronClassifier method)
(pyspark.ml.classification.NaiveBayes method)
(pyspark.ml.classification.NaiveBayesModel method)
(pyspark.ml.classification.OneVsRest method)
(pyspark.ml.classification.OneVsRestModel method)
(pyspark.ml.classification.RandomForestClassificationModel method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.clustering.BisectingKMeans method)
(pyspark.ml.clustering.BisectingKMeansModel method)
(pyspark.ml.clustering.DistributedLDAModel method)
(pyspark.ml.clustering.GaussianMixture method)
(pyspark.ml.clustering.GaussianMixtureModel method)
(pyspark.ml.clustering.KMeans method)
(pyspark.ml.clustering.KMeansModel method)
(pyspark.ml.clustering.LDA method)
(pyspark.ml.clustering.LDAModel method)
(pyspark.ml.clustering.LocalLDAModel method)
(pyspark.ml.evaluation.BinaryClassificationEvaluator method)
(pyspark.ml.evaluation.Evaluator method)
(pyspark.ml.evaluation.MulticlassClassificationEvaluator method)
(pyspark.ml.evaluation.RegressionEvaluator method)
(pyspark.ml.feature.Binarizer method)
(pyspark.ml.feature.Bucketizer method)
(pyspark.ml.feature.ChiSqSelector method)
(pyspark.ml.feature.ChiSqSelectorModel method)
(pyspark.ml.feature.CountVectorizer method)
(pyspark.ml.feature.CountVectorizerModel method)
(pyspark.ml.feature.DCT method)
(pyspark.ml.feature.ElementwiseProduct method)
(pyspark.ml.feature.HashingTF method)
(pyspark.ml.feature.IDF method)
(pyspark.ml.feature.IDFModel method)
(pyspark.ml.feature.IndexToString method)
(pyspark.ml.feature.MaxAbsScaler method)
(pyspark.ml.feature.MaxAbsScalerModel method)
(pyspark.ml.feature.MinMaxScaler method)
(pyspark.ml.feature.MinMaxScalerModel method)
(pyspark.ml.feature.NGram method)
(pyspark.ml.feature.Normalizer method)
(pyspark.ml.feature.OneHotEncoder method)
(pyspark.ml.feature.PCA method)
(pyspark.ml.feature.PCAModel method)
(pyspark.ml.feature.PolynomialExpansion method)
(pyspark.ml.feature.QuantileDiscretizer method)
(pyspark.ml.feature.RFormula method)
(pyspark.ml.feature.RFormulaModel method)
(pyspark.ml.feature.RegexTokenizer method)
(pyspark.ml.feature.SQLTransformer method)
(pyspark.ml.feature.StandardScaler method)
(pyspark.ml.feature.StandardScalerModel method)
(pyspark.ml.feature.StopWordsRemover method)
(pyspark.ml.feature.StringIndexer method)
(pyspark.ml.feature.StringIndexerModel method)
(pyspark.ml.feature.Tokenizer method)
(pyspark.ml.feature.VectorAssembler method)
(pyspark.ml.feature.VectorIndexer method)
(pyspark.ml.feature.VectorIndexerModel method)
(pyspark.ml.feature.VectorSlicer method)
(pyspark.ml.feature.Word2Vec method)
(pyspark.ml.feature.Word2VecModel method)
(pyspark.ml.param.Params method)
(pyspark.ml.recommendation.ALS method)
(pyspark.ml.recommendation.ALSModel method)
(pyspark.ml.regression.AFTSurvivalRegression method)
(pyspark.ml.regression.AFTSurvivalRegressionModel method)
(pyspark.ml.regression.DecisionTreeRegressionModel method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressionModel method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
(pyspark.ml.regression.GeneralizedLinearRegressionModel method)
(pyspark.ml.regression.IsotonicRegression method)
(pyspark.ml.regression.IsotonicRegressionModel method)
(pyspark.ml.regression.LinearRegression method)
(pyspark.ml.regression.LinearRegressionModel method)
(pyspark.ml.regression.RandomForestRegressionModel method)
(pyspark.ml.regression.RandomForestRegressor method)
(pyspark.ml.tuning.CrossValidator method)
(pyspark.ml.tuning.CrossValidatorModel method)
(pyspark.ml.tuning.TrainValidationSplit method)
(pyspark.ml.tuning.TrainValidationSplitModel method)
corr() (in module pyspark.sql.functions)
(pyspark.mllib.stat.Statistics static method)
(pyspark.sql.DataFrame method)
(pyspark.sql.DataFrameStatFunctions method)
cos() (in module pyspark.sql.functions)
cosh() (in module pyspark.sql.functions)
cost_distance() (geopyspark.geotrellis.rdd.TiledRasterRDD method)
count() (geopyspark.geotrellis.Bounds method)
(geopyspark.geotrellis.Extent method)
(geopyspark.geotrellis.LayoutDefinition method)
(geopyspark.geotrellis.TileLayout method)
(in module pyspark.sql.functions)
(pyspark.RDD method)
(pyspark.mllib.stat.MultivariateStatisticalSummary method)
(pyspark.sql.DataFrame method)
(pyspark.sql.GroupedData method)
(pyspark.streaming.DStream method)
countApprox() (pyspark.RDD method)
countApproxDistinct() (pyspark.RDD method)
countByKey() (pyspark.RDD method)
countByValue() (pyspark.RDD method)
(pyspark.streaming.DStream method)
countByValueAndWindow() (pyspark.streaming.DStream method)
countByWindow() (pyspark.streaming.DStream method)
countDistinct() (in module pyspark.sql.functions)
CountVectorizer (class in pyspark.ml.feature)
CountVectorizerModel (class in pyspark.ml.feature)
cov() (pyspark.sql.DataFrame method)
(pyspark.sql.DataFrameStatFunctions method)
covar_pop() (in module pyspark.sql.functions)
covar_samp() (in module pyspark.sql.functions)
crc32() (in module pyspark.sql.functions)
create_map() (in module pyspark.sql.functions)
create_partial_tuple_decoder() (geopyspark.geopycontext.AvroRegistry class method)
create_partial_tuple_encoder() (geopyspark.geopycontext.AvroRegistry class method)
create_python_rdd() (geopyspark.geopycontext.GeoPyContext method)
create_schema() (geopyspark.geopycontext.GeoPyContext method)
createDataFrame() (pyspark.sql.SparkSession method)
(pyspark.sql.SQLContext method)
createDirectStream() (pyspark.streaming.kafka.KafkaUtils static method)
createExternalTable() (pyspark.sql.SQLContext method)
createGlobalTempView() (pyspark.sql.DataFrame method)
createOrReplaceTempView() (pyspark.sql.DataFrame method)
createPollingStream() (pyspark.streaming.flume.FlumeUtils static method)
createRDD() (pyspark.streaming.kafka.KafkaUtils static method)
createStream() (pyspark.streaming.flume.FlumeUtils static method)
(pyspark.streaming.kafka.KafkaUtils static method)
(pyspark.streaming.kinesis.KinesisUtils static method)
createTempView() (pyspark.sql.DataFrame method)
crossJoin() (pyspark.sql.DataFrame method)
crosstab() (pyspark.sql.DataFrame method)
(pyspark.sql.DataFrameStatFunctions method)
CrossValidator (class in pyspark.ml.tuning)
CrossValidatorModel (class in pyspark.ml.tuning)
crs (geopyspark.geotrellis.Metadata attribute)
csv() (pyspark.sql.DataFrameReader method)
(pyspark.sql.DataFrameWriter method)
(pyspark.sql.streaming.DataStreamReader method)
cube() (pyspark.sql.DataFrame method)
CUBICCONVOLUTION (in module geopyspark.geotrellis.constants)
CUBICSPLINE (in module geopyspark.geotrellis.constants)
cume_dist() (in module pyspark.sql.functions)
current_date() (in module pyspark.sql.functions)
current_timestamp() (in module pyspark.sql.functions)
currentRow (pyspark.sql.Window attribute)
cut_tiles() (geopyspark.geotrellis.rdd.RasterRDD method)
D
DataFrame (class in pyspark.sql)
DataFrameNaFunctions (class in pyspark.sql)
DataFrameReader (class in pyspark.sql)
DataFrameStatFunctions (class in pyspark.sql)
DataFrameWriter (class in pyspark.sql)
DataStreamReader (class in pyspark.sql.streaming)
DataStreamWriter (class in pyspark.sql.streaming)
DataType (class in pyspark.sql.types)
date_add() (in module pyspark.sql.functions)
date_format() (in module pyspark.sql.functions)
date_sub() (in module pyspark.sql.functions)
datediff() (in module pyspark.sql.functions)
DateType (class in pyspark.sql.types)
dayofmonth() (in module pyspark.sql.functions)
dayofyear() (in module pyspark.sql.functions)
DAYS (in module geopyspark.geotrellis.constants)
DCT (class in pyspark.ml.feature)
DecimalType (class in pyspark.sql.types)
DecisionTree (class in pyspark.mllib.tree)
DecisionTreeClassificationModel (class in pyspark.ml.classification)
DecisionTreeClassifier (class in pyspark.ml.classification)
DecisionTreeModel (class in pyspark.mllib.tree)
DecisionTreeRegressionModel (class in pyspark.ml.regression)
DecisionTreeRegressor (class in pyspark.ml.regression)
decode() (in module pyspark.sql.functions)
decoding_method (geopyspark.geopycontext.AvroSerializer attribute)
defaultMinPartitions (pyspark.SparkContext attribute)
defaultParallelism (pyspark.SparkContext attribute)
degree (pyspark.ml.feature.PolynomialExpansion attribute)
degrees() (in module pyspark.sql.functions)
degreesOfFreedom (pyspark.ml.regression.GeneralizedLinearRegressionSummary attribute)
(pyspark.ml.regression.GeneralizedLinearRegressionTrainingSummary attribute)
dense() (pyspark.ml.linalg.Matrices static method)
(pyspark.ml.linalg.Vectors static method)
(pyspark.mllib.linalg.Matrices static method)
(pyspark.mllib.linalg.Vectors static method)
dense_rank() (in module pyspark.sql.functions)
DenseMatrix (class in pyspark.ml.linalg)
(class in pyspark.mllib.linalg)
DenseVector (class in pyspark.ml.linalg)
(class in pyspark.mllib.linalg)
depth (pyspark.ml.classification.DecisionTreeClassificationModel attribute)
(pyspark.ml.regression.DecisionTreeRegressionModel attribute)
depth() (pyspark.mllib.tree.DecisionTreeModel method)
desc() (in module pyspark.sql.functions)
(pyspark.sql.Column method)
describe() (pyspark.sql.DataFrame method)
describeTopics() (pyspark.ml.clustering.DistributedLDAModel method)
(pyspark.ml.clustering.LDAModel method)
(pyspark.ml.clustering.LocalLDAModel method)
(pyspark.mllib.clustering.LDAModel method)
destroy() (pyspark.Broadcast method)
deviance (pyspark.ml.regression.GeneralizedLinearRegressionSummary attribute)
(pyspark.ml.regression.GeneralizedLinearRegressionTrainingSummary attribute)
devianceResiduals (pyspark.ml.regression.LinearRegressionSummary attribute)
(pyspark.ml.regression.LinearRegressionTrainingSummary attribute)
DISK_ONLY (pyspark.StorageLevel attribute)
DISK_ONLY_2 (pyspark.StorageLevel attribute)
dispersion (pyspark.ml.regression.GeneralizedLinearRegressionSummary attribute)
(pyspark.ml.regression.GeneralizedLinearRegressionTrainingSummary attribute)
distinct() (pyspark.RDD method)
(pyspark.sql.DataFrame method)
DistributedLDAModel (class in pyspark.ml.clustering)
DistributedMatrix (class in pyspark.mllib.linalg.distributed)
docConcentration (pyspark.ml.clustering.LDA attribute)
dot() (pyspark.ml.linalg.DenseVector method)
(pyspark.ml.linalg.SparseVector method)
(pyspark.mllib.linalg.DenseVector method)
(pyspark.mllib.linalg.SparseVector method)
DoubleType (class in pyspark.sql.types)
drop() (pyspark.sql.DataFrame method)
(pyspark.sql.DataFrameNaFunctions method)
drop_duplicates() (pyspark.sql.DataFrame method)
dropDuplicates() (pyspark.sql.DataFrame method)
dropLast (pyspark.ml.feature.OneHotEncoder attribute)
dropna() (pyspark.sql.DataFrame method)
dropTempTable() (pyspark.sql.SQLContext method)
DStream (class in pyspark.streaming)
dtypes (pyspark.sql.DataFrame attribute)
dump() (pyspark.Broadcast method)
(pyspark.Profiler method)
dump_profiles() (pyspark.SparkContext method)
dumps() (geopyspark.geopycontext.AvroSerializer method)
(pyspark.MarshalSerializer method)
(pyspark.PickleSerializer method)
E
elasticNetParam (pyspark.ml.classification.LogisticRegression attribute)
(pyspark.ml.regression.LinearRegression attribute)
ElementwiseProduct (class in pyspark.ml.feature)
(class in pyspark.mllib.feature)
emptyRDD() (pyspark.SparkContext method)
enableHiveSupport() (pyspark.sql.SparkSession.Builder method)
encode() (in module pyspark.sql.functions)
encoding_method (geopyspark.geopycontext.AvroSerializer attribute)
end_angle (geopyspark.geotrellis.neighborhoods.Wedge attribute)
endswith() (pyspark.sql.Column method)
entries (pyspark.mllib.linalg.distributed.CoordinateMatrix attribute)
EPOCH_ORDINAL (pyspark.sql.types.DateType attribute)
estimate() (pyspark.mllib.stat.KernelDensity method)
estimatedDocConcentration() (pyspark.ml.clustering.DistributedLDAModel method)
(pyspark.ml.clustering.LDAModel method)
(pyspark.ml.clustering.LocalLDAModel method)
Estimator (class in pyspark.ml)
estimator (pyspark.ml.tuning.CrossValidator attribute)
(pyspark.ml.tuning.CrossValidatorModel attribute)
(pyspark.ml.tuning.TrainValidationSplit attribute)
(pyspark.ml.tuning.TrainValidationSplitModel attribute)
estimatorParamMaps (pyspark.ml.tuning.CrossValidator attribute)
(pyspark.ml.tuning.CrossValidatorModel attribute)
(pyspark.ml.tuning.TrainValidationSplit attribute)
(pyspark.ml.tuning.TrainValidationSplitModel attribute)
euclidean_distance() (geopyspark.geotrellis.rdd.TiledRasterRDD class method)
evaluate() (pyspark.ml.classification.LogisticRegressionModel method)
(pyspark.ml.evaluation.BinaryClassificationEvaluator method)
(pyspark.ml.evaluation.Evaluator method)
(pyspark.ml.evaluation.MulticlassClassificationEvaluator method)
(pyspark.ml.evaluation.RegressionEvaluator method)
(pyspark.ml.regression.GeneralizedLinearRegressionModel method)
(pyspark.ml.regression.LinearRegressionModel method)
Evaluator (class in pyspark.ml.evaluation)
evaluator (pyspark.ml.tuning.CrossValidator attribute)
(pyspark.ml.tuning.CrossValidatorModel attribute)
(pyspark.ml.tuning.TrainValidationSplit attribute)
(pyspark.ml.tuning.TrainValidationSplitModel attribute)
EXACT (in module geopyspark.geotrellis.constants)
exception() (pyspark.sql.streaming.StreamingQuery method)
exp() (in module pyspark.sql.functions)
explain() (pyspark.sql.DataFrame method)
(pyspark.sql.streaming.StreamingQuery method)
explainedVariance (pyspark.ml.feature.PCAModel attribute)
(pyspark.ml.regression.LinearRegressionSummary attribute)
(pyspark.ml.regression.LinearRegressionTrainingSummary attribute)
(pyspark.mllib.evaluation.RegressionMetrics attribute)
explainParam() (pyspark.ml.classification.DecisionTreeClassificationModel method)
(pyspark.ml.Estimator method)
(pyspark.ml.Model method)
(pyspark.ml.Pipeline method)
(pyspark.ml.PipelineModel method)
(pyspark.ml.Transformer method)
(pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassificationModel method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.classification.LogisticRegressionModel method)
(pyspark.ml.classification.MultilayerPerceptronClassificationModel method)
(pyspark.ml.classification.MultilayerPerceptronClassifier method)
(pyspark.ml.classification.NaiveBayes method)
(pyspark.ml.classification.NaiveBayesModel method)
(pyspark.ml.classification.OneVsRest method)
(pyspark.ml.classification.OneVsRestModel method)
(pyspark.ml.classification.RandomForestClassificationModel method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.clustering.BisectingKMeans method)
(pyspark.ml.clustering.BisectingKMeansModel method)
(pyspark.ml.clustering.DistributedLDAModel method)
(pyspark.ml.clustering.GaussianMixture method)
(pyspark.ml.clustering.GaussianMixtureModel method)
(pyspark.ml.clustering.KMeans method)
(pyspark.ml.clustering.KMeansModel method)
(pyspark.ml.clustering.LDA method)
(pyspark.ml.clustering.LDAModel method)
(pyspark.ml.clustering.LocalLDAModel method)
(pyspark.ml.evaluation.BinaryClassificationEvaluator method)
(pyspark.ml.evaluation.Evaluator method)
(pyspark.ml.evaluation.MulticlassClassificationEvaluator method)
(pyspark.ml.evaluation.RegressionEvaluator method)
(pyspark.ml.feature.Binarizer method)
(pyspark.ml.feature.Bucketizer method)
(pyspark.ml.feature.ChiSqSelector method)
(pyspark.ml.feature.ChiSqSelectorModel method)
(pyspark.ml.feature.CountVectorizer method)
(pyspark.ml.feature.CountVectorizerModel method)
(pyspark.ml.feature.DCT method)
(pyspark.ml.feature.ElementwiseProduct method)
(pyspark.ml.feature.HashingTF method)
(pyspark.ml.feature.IDF method)
(pyspark.ml.feature.IDFModel method)
(pyspark.ml.feature.IndexToString method)
(pyspark.ml.feature.MaxAbsScaler method)
(pyspark.ml.feature.MaxAbsScalerModel method)
(pyspark.ml.feature.MinMaxScaler method)
(pyspark.ml.feature.MinMaxScalerModel method)
(pyspark.ml.feature.NGram method)
(pyspark.ml.feature.Normalizer method)
(pyspark.ml.feature.OneHotEncoder method)
(pyspark.ml.feature.PCA method)
(pyspark.ml.feature.PCAModel method)
(pyspark.ml.feature.PolynomialExpansion method)
(pyspark.ml.feature.QuantileDiscretizer method)
(pyspark.ml.feature.RFormula method)
(pyspark.ml.feature.RFormulaModel method)
(pyspark.ml.feature.RegexTokenizer method)
(pyspark.ml.feature.SQLTransformer method)
(pyspark.ml.feature.StandardScaler method)
(pyspark.ml.feature.StandardScalerModel method)
(pyspark.ml.feature.StopWordsRemover method)
(pyspark.ml.feature.StringIndexer method)
(pyspark.ml.feature.StringIndexerModel method)
(pyspark.ml.feature.Tokenizer method)
(pyspark.ml.feature.VectorAssembler method)
(pyspark.ml.feature.VectorIndexer method)
(pyspark.ml.feature.VectorIndexerModel method)
(pyspark.ml.feature.VectorSlicer method)
(pyspark.ml.feature.Word2Vec method)
(pyspark.ml.feature.Word2VecModel method)
(pyspark.ml.param.Params method)
(pyspark.ml.recommendation.ALS method)
(pyspark.ml.recommendation.ALSModel method)
(pyspark.ml.regression.AFTSurvivalRegression method)
(pyspark.ml.regression.AFTSurvivalRegressionModel method)
(pyspark.ml.regression.DecisionTreeRegressionModel method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressionModel method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
(pyspark.ml.regression.GeneralizedLinearRegressionModel method)
(pyspark.ml.regression.IsotonicRegression method)
(pyspark.ml.regression.IsotonicRegressionModel method)
(pyspark.ml.regression.LinearRegression method)
(pyspark.ml.regression.LinearRegressionModel method)
(pyspark.ml.regression.RandomForestRegressionModel method)
(pyspark.ml.regression.RandomForestRegressor method)
(pyspark.ml.tuning.CrossValidator method)
(pyspark.ml.tuning.CrossValidatorModel method)
(pyspark.ml.tuning.TrainValidationSplit method)
(pyspark.ml.tuning.TrainValidationSplitModel method)
explainParams() (pyspark.ml.classification.DecisionTreeClassificationModel method)
(pyspark.ml.Estimator method)
(pyspark.ml.Model method)
(pyspark.ml.Pipeline method)
(pyspark.ml.PipelineModel method)
(pyspark.ml.Transformer method)
(pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassificationModel method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.classification.LogisticRegressionModel method)
(pyspark.ml.classification.MultilayerPerceptronClassificationModel method)
(pyspark.ml.classification.MultilayerPerceptronClassifier method)
(pyspark.ml.classification.NaiveBayes method)
(pyspark.ml.classification.NaiveBayesModel method)
(pyspark.ml.classification.OneVsRest method)
(pyspark.ml.classification.OneVsRestModel method)
(pyspark.ml.classification.RandomForestClassificationModel method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.clustering.BisectingKMeans method)
(pyspark.ml.clustering.BisectingKMeansModel method)
(pyspark.ml.clustering.DistributedLDAModel method)
(pyspark.ml.clustering.GaussianMixture method)
(pyspark.ml.clustering.GaussianMixtureModel method)
(pyspark.ml.clustering.KMeans method)
(pyspark.ml.clustering.KMeansModel method)
(pyspark.ml.clustering.LDA method)
(pyspark.ml.clustering.LDAModel method)
(pyspark.ml.clustering.LocalLDAModel method)
(pyspark.ml.evaluation.BinaryClassificationEvaluator method)
(pyspark.ml.evaluation.Evaluator method)
(pyspark.ml.evaluation.MulticlassClassificationEvaluator method)
(pyspark.ml.evaluation.RegressionEvaluator method)
(pyspark.ml.feature.Binarizer method)
(pyspark.ml.feature.Bucketizer method)
(pyspark.ml.feature.ChiSqSelector method)
(pyspark.ml.feature.ChiSqSelectorModel method)
(pyspark.ml.feature.CountVectorizer method)
(pyspark.ml.feature.CountVectorizerModel method)
(pyspark.ml.feature.DCT method)
(pyspark.ml.feature.ElementwiseProduct method)
(pyspark.ml.feature.HashingTF method)
(pyspark.ml.feature.IDF method)
(pyspark.ml.feature.IDFModel method)
(pyspark.ml.feature.IndexToString method)
(pyspark.ml.feature.MaxAbsScaler method)
(pyspark.ml.feature.MaxAbsScalerModel method)
(pyspark.ml.feature.MinMaxScaler method)
(pyspark.ml.feature.MinMaxScalerModel method)
(pyspark.ml.feature.NGram method)
(pyspark.ml.feature.Normalizer method)
(pyspark.ml.feature.OneHotEncoder method)
(pyspark.ml.feature.PCA method)
(pyspark.ml.feature.PCAModel method)
(pyspark.ml.feature.PolynomialExpansion method)
(pyspark.ml.feature.QuantileDiscretizer method)
(pyspark.ml.feature.RFormula method)
(pyspark.ml.feature.RFormulaModel method)
(pyspark.ml.feature.RegexTokenizer method)
(pyspark.ml.feature.SQLTransformer method)
(pyspark.ml.feature.StandardScaler method)
(pyspark.ml.feature.StandardScalerModel method)
(pyspark.ml.feature.StopWordsRemover method)
(pyspark.ml.feature.StringIndexer method)
(pyspark.ml.feature.StringIndexerModel method)
(pyspark.ml.feature.Tokenizer method)
(pyspark.ml.feature.VectorAssembler method)
(pyspark.ml.feature.VectorIndexer method)
(pyspark.ml.feature.VectorIndexerModel method)
(pyspark.ml.feature.VectorSlicer method)
(pyspark.ml.feature.Word2Vec method)
(pyspark.ml.feature.Word2VecModel method)
(pyspark.ml.param.Params method)
(pyspark.ml.recommendation.ALS method)
(pyspark.ml.recommendation.ALSModel method)
(pyspark.ml.regression.AFTSurvivalRegression method)
(pyspark.ml.regression.AFTSurvivalRegressionModel method)
(pyspark.ml.regression.DecisionTreeRegressionModel method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressionModel method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
(pyspark.ml.regression.GeneralizedLinearRegressionModel method)
(pyspark.ml.regression.IsotonicRegression method)
(pyspark.ml.regression.IsotonicRegressionModel method)
(pyspark.ml.regression.LinearRegression method)
(pyspark.ml.regression.LinearRegressionModel method)
(pyspark.ml.regression.RandomForestRegressionModel method)
(pyspark.ml.regression.RandomForestRegressor method)
(pyspark.ml.tuning.CrossValidator method)
(pyspark.ml.tuning.CrossValidatorModel method)
(pyspark.ml.tuning.TrainValidationSplit method)
(pyspark.ml.tuning.TrainValidationSplitModel method)
explode() (in module pyspark.sql.functions)
expm1() (in module pyspark.sql.functions)
exponentialRDD() (pyspark.mllib.random.RandomRDDs static method)
exponentialVectorRDD() (pyspark.mllib.random.RandomRDDs static method)
expr() (in module pyspark.sql.functions)
Extent (class in geopyspark.geotrellis)
extent (geopyspark.geotrellis.LayoutDefinition attribute)
(geopyspark.geotrellis.Metadata attribute)
(geopyspark.geotrellis.neighborhoods.Nesw attribute)
extractParamMap() (pyspark.ml.classification.DecisionTreeClassificationModel method)
(pyspark.ml.Estimator method)
(pyspark.ml.Model method)
(pyspark.ml.Pipeline method)
(pyspark.ml.PipelineModel method)
(pyspark.ml.Transformer method)
(pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassificationModel method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.classification.LogisticRegressionModel method)
(pyspark.ml.classification.MultilayerPerceptronClassificationModel method)
(pyspark.ml.classification.MultilayerPerceptronClassifier method)
(pyspark.ml.classification.NaiveBayes method)
(pyspark.ml.classification.NaiveBayesModel method)
(pyspark.ml.classification.OneVsRest method)
(pyspark.ml.classification.OneVsRestModel method)
(pyspark.ml.classification.RandomForestClassificationModel method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.clustering.BisectingKMeans method)
(pyspark.ml.clustering.BisectingKMeansModel method)
(pyspark.ml.clustering.DistributedLDAModel method)
(pyspark.ml.clustering.GaussianMixture method)
(pyspark.ml.clustering.GaussianMixtureModel method)
(pyspark.ml.clustering.KMeans method)
(pyspark.ml.clustering.KMeansModel method)
(pyspark.ml.clustering.LDA method)
(pyspark.ml.clustering.LDAModel method)
(pyspark.ml.clustering.LocalLDAModel method)
(pyspark.ml.evaluation.BinaryClassificationEvaluator method)
(pyspark.ml.evaluation.Evaluator method)
(pyspark.ml.evaluation.MulticlassClassificationEvaluator method)
(pyspark.ml.evaluation.RegressionEvaluator method)
(pyspark.ml.feature.Binarizer method)
(pyspark.ml.feature.Bucketizer method)
(pyspark.ml.feature.ChiSqSelector method)
(pyspark.ml.feature.ChiSqSelectorModel method)
(pyspark.ml.feature.CountVectorizer method)
(pyspark.ml.feature.CountVectorizerModel method)
(pyspark.ml.feature.DCT method)
(pyspark.ml.feature.ElementwiseProduct method)
(pyspark.ml.feature.HashingTF method)
(pyspark.ml.feature.IDF method)
(pyspark.ml.feature.IDFModel method)
(pyspark.ml.feature.IndexToString method)
(pyspark.ml.feature.MaxAbsScaler method)
(pyspark.ml.feature.MaxAbsScalerModel method)
(pyspark.ml.feature.MinMaxScaler method)
(pyspark.ml.feature.MinMaxScalerModel method)
(pyspark.ml.feature.NGram method)
(pyspark.ml.feature.Normalizer method)
(pyspark.ml.feature.OneHotEncoder method)
(pyspark.ml.feature.PCA method)
(pyspark.ml.feature.PCAModel method)
(pyspark.ml.feature.PolynomialExpansion method)
(pyspark.ml.feature.QuantileDiscretizer method)
(pyspark.ml.feature.RFormula method)
(pyspark.ml.feature.RFormulaModel method)
(pyspark.ml.feature.RegexTokenizer method)
(pyspark.ml.feature.SQLTransformer method)
(pyspark.ml.feature.StandardScaler method)
(pyspark.ml.feature.StandardScalerModel method)
(pyspark.ml.feature.StopWordsRemover method)
(pyspark.ml.feature.StringIndexer method)
(pyspark.ml.feature.StringIndexerModel method)
(pyspark.ml.feature.Tokenizer method)
(pyspark.ml.feature.VectorAssembler method)
(pyspark.ml.feature.VectorIndexer method)
(pyspark.ml.feature.VectorIndexerModel method)
(pyspark.ml.feature.VectorSlicer method)
(pyspark.ml.feature.Word2Vec method)
(pyspark.ml.feature.Word2VecModel method)
(pyspark.ml.param.Params method)
(pyspark.ml.recommendation.ALS method)
(pyspark.ml.recommendation.ALSModel method)
(pyspark.ml.regression.AFTSurvivalRegression method)
(pyspark.ml.regression.AFTSurvivalRegressionModel method)
(pyspark.ml.regression.DecisionTreeRegressionModel method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressionModel method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
(pyspark.ml.regression.GeneralizedLinearRegressionModel method)
(pyspark.ml.regression.IsotonicRegression method)
(pyspark.ml.regression.IsotonicRegressionModel method)
(pyspark.ml.regression.LinearRegression method)
(pyspark.ml.regression.LinearRegressionModel method)
(pyspark.ml.regression.RandomForestRegressionModel method)
(pyspark.ml.regression.RandomForestRegressor method)
(pyspark.ml.tuning.CrossValidator method)
(pyspark.ml.tuning.CrossValidatorModel method)
(pyspark.ml.tuning.TrainValidationSplit method)
(pyspark.ml.tuning.TrainValidationSplitModel method)
F
factorial() (in module pyspark.sql.functions)
falsePositiveRate() (pyspark.mllib.evaluation.MulticlassMetrics method)
family (pyspark.ml.classification.LogisticRegression attribute)
(pyspark.ml.regression.GeneralizedLinearRegression attribute)
featureImportances (pyspark.ml.classification.DecisionTreeClassificationModel attribute)
(pyspark.ml.classification.GBTClassificationModel attribute)
(pyspark.ml.classification.RandomForestClassificationModel attribute)
(pyspark.ml.regression.DecisionTreeRegressionModel attribute)
(pyspark.ml.regression.GBTRegressionModel attribute)
(pyspark.ml.regression.RandomForestRegressionModel attribute)
featureIndex (pyspark.ml.regression.IsotonicRegression attribute)
featuresCol (pyspark.ml.classification.BinaryLogisticRegressionSummary attribute)
(pyspark.ml.classification.BinaryLogisticRegressionTrainingSummary attribute)
(pyspark.ml.classification.DecisionTreeClassifier attribute)
(pyspark.ml.classification.GBTClassifier attribute)
(pyspark.ml.classification.LogisticRegression attribute)
(pyspark.ml.classification.LogisticRegressionSummary attribute)
(pyspark.ml.classification.LogisticRegressionTrainingSummary attribute)
(pyspark.ml.classification.MultilayerPerceptronClassifier attribute)
(pyspark.ml.classification.NaiveBayes attribute)
(pyspark.ml.classification.OneVsRest attribute)
(pyspark.ml.classification.OneVsRestModel attribute)
(pyspark.ml.classification.RandomForestClassifier attribute)
(pyspark.ml.clustering.BisectingKMeans attribute)
(pyspark.ml.clustering.BisectingKMeansSummary attribute)
(pyspark.ml.clustering.GaussianMixture attribute)
(pyspark.ml.clustering.GaussianMixtureSummary attribute)
(pyspark.ml.clustering.KMeans attribute)
(pyspark.ml.clustering.LDA attribute)
(pyspark.ml.feature.ChiSqSelector attribute)
(pyspark.ml.feature.RFormula attribute)
(pyspark.ml.regression.AFTSurvivalRegression attribute)
(pyspark.ml.regression.DecisionTreeRegressor attribute)
(pyspark.ml.regression.GBTRegressor attribute)
(pyspark.ml.regression.GeneralizedLinearRegression attribute)
(pyspark.ml.regression.IsotonicRegression attribute)
(pyspark.ml.regression.LinearRegression attribute)
(pyspark.ml.regression.LinearRegressionSummary attribute)
(pyspark.ml.regression.LinearRegressionTrainingSummary attribute)
(pyspark.ml.regression.RandomForestRegressor attribute)
featureSubsetStrategy (pyspark.ml.classification.RandomForestClassifier attribute)
(pyspark.ml.regression.RandomForestRegressor attribute)
fill() (pyspark.sql.DataFrameNaFunctions method)
fillna() (pyspark.sql.DataFrame method)
filter() (pyspark.RDD method)
(pyspark.sql.DataFrame method)
(pyspark.streaming.DStream method)
finalStorageLevel (pyspark.ml.recommendation.ALS attribute)
findSynonyms() (pyspark.ml.feature.Word2VecModel method)
(pyspark.mllib.feature.Word2VecModel method)
first() (in module pyspark.sql.functions)
(pyspark.RDD method)
(pyspark.sql.DataFrame method)
fit() (pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.Estimator method)
(pyspark.ml.Pipeline method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.classification.MultilayerPerceptronClassifier method)
(pyspark.ml.classification.NaiveBayes method)
(pyspark.ml.classification.OneVsRest method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.clustering.BisectingKMeans method)
(pyspark.ml.clustering.GaussianMixture method)
(pyspark.ml.clustering.KMeans method)
(pyspark.ml.clustering.LDA method)
(pyspark.ml.feature.ChiSqSelector method)
(pyspark.ml.feature.CountVectorizer method)
(pyspark.ml.feature.IDF method)
(pyspark.ml.feature.MaxAbsScaler method)
(pyspark.ml.feature.MinMaxScaler method)
(pyspark.ml.feature.PCA method)
(pyspark.ml.feature.QuantileDiscretizer method)
(pyspark.ml.feature.RFormula method)
(pyspark.ml.feature.StandardScaler method)
(pyspark.ml.feature.StringIndexer method)
(pyspark.ml.feature.VectorIndexer method)
(pyspark.ml.feature.Word2Vec method)
(pyspark.ml.recommendation.ALS method)
(pyspark.ml.regression.AFTSurvivalRegression method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
(pyspark.ml.regression.IsotonicRegression method)
(pyspark.ml.regression.LinearRegression method)
(pyspark.ml.regression.RandomForestRegressor method)
(pyspark.ml.tuning.CrossValidator method)
(pyspark.ml.tuning.TrainValidationSplit method)
(pyspark.mllib.feature.ChiSqSelector method)
(pyspark.mllib.feature.IDF method)
(pyspark.mllib.feature.StandardScaler method)
(pyspark.mllib.feature.Word2Vec method)
fitIntercept (pyspark.ml.classification.LogisticRegression attribute)
(pyspark.ml.regression.AFTSurvivalRegression attribute)
(pyspark.ml.regression.GeneralizedLinearRegression attribute)
(pyspark.ml.regression.LinearRegression attribute)
flatMap() (pyspark.RDD method)
(pyspark.streaming.DStream method)
flatMapValues() (pyspark.RDD method)
(pyspark.streaming.DStream method)
FLOAT (in module geopyspark.geotrellis.constants)
FLOAT32 (in module geopyspark.geotrellis.constants)
FLOAT32RAW (in module geopyspark.geotrellis.constants)
FLOAT32UD (in module geopyspark.geotrellis.constants)
FLOAT64 (in module geopyspark.geotrellis.constants)
FLOAT64RAW (in module geopyspark.geotrellis.constants)
FloatType (class in pyspark.sql.types)
floor() (in module pyspark.sql.functions)
FlumeUtils (class in pyspark.streaming.flume)
fMeasure() (pyspark.mllib.evaluation.MulticlassMetrics method)
fMeasureByThreshold (pyspark.ml.classification.BinaryLogisticRegressionSummary attribute)
(pyspark.ml.classification.BinaryLogisticRegressionTrainingSummary attribute)
focal() (geopyspark.geotrellis.rdd.TiledRasterRDD method)
fold() (pyspark.RDD method)
foldByKey() (pyspark.RDD method)
forceIndexLabel (pyspark.ml.feature.RFormula attribute)
foreach() (pyspark.RDD method)
(pyspark.sql.DataFrame method)
foreachPartition() (pyspark.RDD method)
(pyspark.sql.DataFrame method)
foreachRDD() (pyspark.streaming.DStream method)
format() (pyspark.sql.DataFrameReader method)
(pyspark.sql.DataFrameWriter method)
(pyspark.sql.streaming.DataStreamReader method)
(pyspark.sql.streaming.DataStreamWriter method)
format_number() (in module pyspark.sql.functions)
format_string() (in module pyspark.sql.functions)
formula (pyspark.ml.feature.RFormula attribute)
FPGrowth (class in pyspark.mllib.fpm)
FPGrowth.FreqItemset (class in pyspark.mllib.fpm)
FPGrowthModel (class in pyspark.mllib.fpm)
fpr (pyspark.ml.feature.ChiSqSelector attribute)
freqItems() (pyspark.sql.DataFrame method)
(pyspark.sql.DataFrameStatFunctions method)
freqItemsets() (pyspark.mllib.fpm.FPGrowthModel method)
freqSequences() (pyspark.mllib.fpm.PrefixSpanModel method)
from_dict() (geopyspark.geotrellis.Metadata class method)
from_json() (in module pyspark.sql.functions)
from_numpy_rdd() (geopyspark.geotrellis.rdd.RasterRDD class method)
(geopyspark.geotrellis.rdd.TiledRasterRDD class method)
from_polygon() (geopyspark.geotrellis.Extent class method)
from_unixtime() (in module pyspark.sql.functions)
from_utc_timestamp() (in module pyspark.sql.functions)
fromInternal() (pyspark.sql.types.ArrayType method)
(pyspark.sql.types.DataType method)
(pyspark.sql.types.DateType method)
(pyspark.sql.types.MapType method)
(pyspark.sql.types.StructField method)
(pyspark.sql.types.StructType method)
(pyspark.sql.types.TimestampType method)
fromJson() (pyspark.sql.types.ArrayType class method)
(pyspark.sql.types.MapType class method)
(pyspark.sql.types.StructField class method)
(pyspark.sql.types.StructType class method)
fromML() (pyspark.mllib.linalg.Matrices static method)
(pyspark.mllib.linalg.Vectors static method)
fullOuterJoin() (pyspark.RDD method)
(pyspark.streaming.DStream method)
G
gammaRDD() (pyspark.mllib.random.RandomRDDs static method)
gammaVectorRDD() (pyspark.mllib.random.RandomRDDs static method)
gaps (pyspark.ml.feature.RegexTokenizer attribute)
GaussianMixture (class in pyspark.ml.clustering)
(class in pyspark.mllib.clustering)
GaussianMixtureModel (class in pyspark.ml.clustering)
(class in pyspark.mllib.clustering)
GaussianMixtureSummary (class in pyspark.ml.clustering)
gaussians (pyspark.mllib.clustering.GaussianMixtureModel attribute)
gaussiansDF (pyspark.ml.clustering.GaussianMixtureModel attribute)
GBTClassificationModel (class in pyspark.ml.classification)
GBTClassifier (class in pyspark.ml.classification)
GBTRegressionModel (class in pyspark.ml.regression)
GBTRegressor (class in pyspark.ml.regression)
GeneralizedLinearRegression (class in pyspark.ml.regression)
GeneralizedLinearRegressionModel (class in pyspark.ml.regression)
GeneralizedLinearRegressionSummary (class in pyspark.ml.regression)
GeneralizedLinearRegressionTrainingSummary (class in pyspark.ml.regression)
generateLinearInput() (pyspark.mllib.util.LinearDataGenerator static method)
generateLinearRDD() (pyspark.mllib.util.LinearDataGenerator static method)
GeoPyContext (class in geopyspark.geopycontext)
geopysc (geopyspark.geotrellis.rdd.CachableRDD attribute)
(geopyspark.geotrellis.rdd.RasterRDD attribute)
(geopyspark.geotrellis.rdd.TiledRasterRDD attribute)
geopyspark.geotrellis (module)
geopyspark.geotrellis.catalog (module)
geopyspark.geotrellis.constants (module)
geopyspark.geotrellis.geotiff_rdd (module)
geopyspark.geotrellis.neighborhoods (module)
geopyspark.geotrellis.rdd (module)
get() (in module geopyspark.geotrellis.geotiff_rdd)
(pyspark.SparkConf method)
(pyspark.SparkFiles class method)
(pyspark.sql.streaming.StreamingQueryManager method)
get_histogram() (geopyspark.geotrellis.rdd.TiledRasterRDD method)
get_json_object() (in module pyspark.sql.functions)
get_layer_ids() (in module geopyspark.geotrellis.catalog)
get_min_max() (geopyspark.geotrellis.rdd.RasterRDD method)
(geopyspark.geotrellis.rdd.TiledRasterRDD method)
get_quantile_breaks() (geopyspark.geotrellis.rdd.TiledRasterRDD method)
get_quantile_breaks_exact_int() (geopyspark.geotrellis.rdd.TiledRasterRDD method)
getActive() (pyspark.streaming.StreamingContext class method)
getActiveJobsIds() (pyspark.StatusTracker method)
getActiveOrCreate() (pyspark.streaming.StreamingContext class method)
getActiveStageIds() (pyspark.StatusTracker method)
getAggregationDepth() (pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.regression.AFTSurvivalRegression method)
(pyspark.ml.regression.LinearRegression method)
getAll() (pyspark.SparkConf method)
getAlpha() (pyspark.ml.recommendation.ALS method)
getBinary() (pyspark.ml.feature.CountVectorizer method)
(pyspark.ml.feature.HashingTF method)
getBlockSize() (pyspark.ml.classification.MultilayerPerceptronClassifier method)
getCacheNodeIds() (pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.RandomForestRegressor method)
getCaseSensitive() (pyspark.ml.feature.StopWordsRemover method)
getCensorCol() (pyspark.ml.regression.AFTSurvivalRegression method)
getCheckpointFile() (pyspark.RDD method)
getCheckpointFiles() (pyspark.ml.clustering.DistributedLDAModel method)
getCheckpointInterval() (pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.clustering.LDA method)
(pyspark.ml.recommendation.ALS method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.RandomForestRegressor method)
getClassifier() (pyspark.ml.classification.OneVsRest method)
(pyspark.ml.classification.OneVsRestModel method)
getConf() (pyspark.SparkContext method)
(pyspark.sql.SQLContext method)
getDegree() (pyspark.ml.feature.PolynomialExpansion method)
getDocConcentration() (pyspark.ml.clustering.LDA method)
getDropLast() (pyspark.ml.feature.OneHotEncoder method)
getElasticNetParam() (pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.regression.LinearRegression method)
getEstimator() (pyspark.ml.tuning.CrossValidator method)
(pyspark.ml.tuning.CrossValidatorModel method)
(pyspark.ml.tuning.TrainValidationSplit method)
(pyspark.ml.tuning.TrainValidationSplitModel method)
getEstimatorParamMaps() (pyspark.ml.tuning.CrossValidator method)
(pyspark.ml.tuning.CrossValidatorModel method)
(pyspark.ml.tuning.TrainValidationSplit method)
(pyspark.ml.tuning.TrainValidationSplitModel method)
getEvaluator() (pyspark.ml.tuning.CrossValidator method)
(pyspark.ml.tuning.CrossValidatorModel method)
(pyspark.ml.tuning.TrainValidationSplit method)
(pyspark.ml.tuning.TrainValidationSplitModel method)
getFamily() (pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
getFeatureIndex() (pyspark.ml.regression.IsotonicRegression method)
getFeaturesCol() (pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.classification.MultilayerPerceptronClassifier method)
(pyspark.ml.classification.NaiveBayes method)
(pyspark.ml.classification.OneVsRest method)
(pyspark.ml.classification.OneVsRestModel method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.clustering.BisectingKMeans method)
(pyspark.ml.clustering.GaussianMixture method)
(pyspark.ml.clustering.KMeans method)
(pyspark.ml.clustering.LDA method)
(pyspark.ml.feature.ChiSqSelector method)
(pyspark.ml.feature.RFormula method)
(pyspark.ml.regression.AFTSurvivalRegression method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
(pyspark.ml.regression.IsotonicRegression method)
(pyspark.ml.regression.LinearRegression method)
(pyspark.ml.regression.RandomForestRegressor method)
getFeatureSubsetStrategy() (pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.regression.RandomForestRegressor method)
getField() (pyspark.sql.Column method)
getFinalStorageLevel() (pyspark.ml.recommendation.ALS method)
getFitIntercept() (pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.regression.AFTSurvivalRegression method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
(pyspark.ml.regression.LinearRegression method)
getForceIndexLabel() (pyspark.ml.feature.RFormula method)
getFormula() (pyspark.ml.feature.RFormula method)
getFpr() (pyspark.ml.feature.ChiSqSelector method)
getGaps() (pyspark.ml.feature.RegexTokenizer method)
getHandleInvalid() (pyspark.ml.feature.Bucketizer method)
(pyspark.ml.feature.QuantileDiscretizer method)
(pyspark.ml.feature.StringIndexer method)
getImplicitPrefs() (pyspark.ml.recommendation.ALS method)
getImpurity() (pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.RandomForestRegressor method)
getIndices() (pyspark.ml.feature.VectorSlicer method)
getInitialWeights() (pyspark.ml.classification.MultilayerPerceptronClassifier method)
getInitMode() (pyspark.ml.clustering.KMeans method)
getInitSteps() (pyspark.ml.clustering.KMeans method)
getInputCol() (pyspark.ml.feature.Binarizer method)
(pyspark.ml.feature.Bucketizer method)
(pyspark.ml.feature.CountVectorizer method)
(pyspark.ml.feature.DCT method)
(pyspark.ml.feature.ElementwiseProduct method)
(pyspark.ml.feature.HashingTF method)
(pyspark.ml.feature.IDF method)
(pyspark.ml.feature.IndexToString method)
(pyspark.ml.feature.MaxAbsScaler method)
(pyspark.ml.feature.MinMaxScaler method)
(pyspark.ml.feature.NGram method)
(pyspark.ml.feature.Normalizer method)
(pyspark.ml.feature.OneHotEncoder method)
(pyspark.ml.feature.PCA method)
(pyspark.ml.feature.PolynomialExpansion method)
(pyspark.ml.feature.QuantileDiscretizer method)
(pyspark.ml.feature.RegexTokenizer method)
(pyspark.ml.feature.StandardScaler method)
(pyspark.ml.feature.StopWordsRemover method)
(pyspark.ml.feature.StringIndexer method)
(pyspark.ml.feature.Tokenizer method)
(pyspark.ml.feature.VectorIndexer method)
(pyspark.ml.feature.VectorSlicer method)
(pyspark.ml.feature.Word2Vec method)
getInputCols() (pyspark.ml.feature.VectorAssembler method)
getIntermediateStorageLevel() (pyspark.ml.recommendation.ALS method)
getInverse() (pyspark.ml.feature.DCT method)
getIsotonic() (pyspark.ml.regression.IsotonicRegression method)
getItem() (pyspark.sql.Column method)
getItemCol() (pyspark.ml.recommendation.ALS method)
getJobIdsForGroup() (pyspark.StatusTracker method)
getJobInfo() (pyspark.StatusTracker method)
getK() (pyspark.ml.clustering.BisectingKMeans method)
(pyspark.ml.clustering.GaussianMixture method)
(pyspark.ml.clustering.KMeans method)
(pyspark.ml.clustering.LDA method)
(pyspark.ml.feature.PCA method)
getKeepLastCheckpoint() (pyspark.ml.clustering.LDA method)
getLabelCol() (pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.classification.MultilayerPerceptronClassifier method)
(pyspark.ml.classification.NaiveBayes method)
(pyspark.ml.classification.OneVsRest method)
(pyspark.ml.classification.OneVsRestModel method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.evaluation.BinaryClassificationEvaluator method)
(pyspark.ml.evaluation.MulticlassClassificationEvaluator method)
(pyspark.ml.evaluation.RegressionEvaluator method)
(pyspark.ml.feature.ChiSqSelector method)
(pyspark.ml.feature.RFormula method)
(pyspark.ml.regression.AFTSurvivalRegression method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
(pyspark.ml.regression.IsotonicRegression method)
(pyspark.ml.regression.LinearRegression method)
(pyspark.ml.regression.RandomForestRegressor method)
getLabels() (pyspark.ml.feature.IndexToString method)
getLayers() (pyspark.ml.classification.MultilayerPerceptronClassifier method)
getLearningDecay() (pyspark.ml.clustering.LDA method)
getLearningOffset() (pyspark.ml.clustering.LDA method)
getLink() (pyspark.ml.regression.GeneralizedLinearRegression method)
getLinkPredictionCol() (pyspark.ml.regression.GeneralizedLinearRegression method)
getLocalProperty() (pyspark.SparkContext method)
getLossType() (pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.regression.GBTRegressor method)
getMax() (pyspark.ml.feature.MinMaxScaler method)
getMaxBins() (pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.RandomForestRegressor method)
getMaxCategories() (pyspark.ml.feature.VectorIndexer method)
getMaxDepth() (pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.RandomForestRegressor method)
getMaxIter() (pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.classification.MultilayerPerceptronClassifier method)
(pyspark.ml.clustering.BisectingKMeans method)
(pyspark.ml.clustering.GaussianMixture method)
(pyspark.ml.clustering.KMeans method)
(pyspark.ml.clustering.LDA method)
(pyspark.ml.feature.Word2Vec method)
(pyspark.ml.recommendation.ALS method)
(pyspark.ml.regression.AFTSurvivalRegression method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
(pyspark.ml.regression.LinearRegression method)
getMaxMemoryInMB() (pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.RandomForestRegressor method)
getMaxSentenceLength() (pyspark.ml.feature.Word2Vec method)
getMetricName() (pyspark.ml.evaluation.BinaryClassificationEvaluator method)
(pyspark.ml.evaluation.MulticlassClassificationEvaluator method)
(pyspark.ml.evaluation.RegressionEvaluator method)
getMin() (pyspark.ml.feature.MinMaxScaler method)
getMinCount() (pyspark.ml.feature.Word2Vec method)
getMinDF() (pyspark.ml.feature.CountVectorizer method)
getMinDivisibleClusterSize() (pyspark.ml.clustering.BisectingKMeans method)
getMinDocFreq() (pyspark.ml.feature.IDF method)
getMinInfoGain() (pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.RandomForestRegressor method)
getMinInstancesPerNode() (pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.RandomForestRegressor method)
getMinTF() (pyspark.ml.feature.CountVectorizer method)
getMinTokenLength() (pyspark.ml.feature.RegexTokenizer method)
getModelType() (pyspark.ml.classification.NaiveBayes method)
getN() (pyspark.ml.feature.NGram method)
getNames() (pyspark.ml.feature.VectorSlicer method)
getNonnegative() (pyspark.ml.recommendation.ALS method)
getNumBuckets() (pyspark.ml.feature.QuantileDiscretizer method)
getNumFeatures() (pyspark.ml.feature.HashingTF method)
getNumFolds() (pyspark.ml.tuning.CrossValidator method)
getNumItemBlocks() (pyspark.ml.recommendation.ALS method)
getNumPartitions() (pyspark.ml.feature.Word2Vec method)
(pyspark.RDD method)
getNumTopFeatures() (pyspark.ml.feature.ChiSqSelector method)
getNumTrees (pyspark.ml.classification.GBTClassificationModel attribute)
(pyspark.ml.classification.RandomForestClassificationModel attribute)
(pyspark.ml.regression.GBTRegressionModel attribute)
(pyspark.ml.regression.RandomForestRegressionModel attribute)
getNumTrees() (pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.regression.RandomForestRegressor method)
getNumUserBlocks() (pyspark.ml.recommendation.ALS method)
getOptimizeDocConcentration() (pyspark.ml.clustering.LDA method)
getOptimizer() (pyspark.ml.clustering.LDA method)
getOrCreate() (pyspark.SparkContext class method)
(pyspark.sql.SQLContext class method)
(pyspark.sql.SparkSession.Builder method)
(pyspark.streaming.StreamingContext class method)
getOrDefault() (pyspark.ml.classification.DecisionTreeClassificationModel method)
(pyspark.ml.Estimator method)
(pyspark.ml.Model method)
(pyspark.ml.Pipeline method)
(pyspark.ml.PipelineModel method)
(pyspark.ml.Transformer method)
(pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassificationModel method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.classification.LogisticRegressionModel method)
(pyspark.ml.classification.MultilayerPerceptronClassificationModel method)
(pyspark.ml.classification.MultilayerPerceptronClassifier method)
(pyspark.ml.classification.NaiveBayes method)
(pyspark.ml.classification.NaiveBayesModel method)
(pyspark.ml.classification.OneVsRest method)
(pyspark.ml.classification.OneVsRestModel method)
(pyspark.ml.classification.RandomForestClassificationModel method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.clustering.BisectingKMeans method)
(pyspark.ml.clustering.BisectingKMeansModel method)
(pyspark.ml.clustering.DistributedLDAModel method)
(pyspark.ml.clustering.GaussianMixture method)
(pyspark.ml.clustering.GaussianMixtureModel method)
(pyspark.ml.clustering.KMeans method)
(pyspark.ml.clustering.KMeansModel method)
(pyspark.ml.clustering.LDA method)
(pyspark.ml.clustering.LDAModel method)
(pyspark.ml.clustering.LocalLDAModel method)
(pyspark.ml.evaluation.BinaryClassificationEvaluator method)
(pyspark.ml.evaluation.Evaluator method)
(pyspark.ml.evaluation.MulticlassClassificationEvaluator method)
(pyspark.ml.evaluation.RegressionEvaluator method)
(pyspark.ml.feature.Binarizer method)
(pyspark.ml.feature.Bucketizer method)
(pyspark.ml.feature.ChiSqSelector method)
(pyspark.ml.feature.ChiSqSelectorModel method)
(pyspark.ml.feature.CountVectorizer method)
(pyspark.ml.feature.CountVectorizerModel method)
(pyspark.ml.feature.DCT method)
(pyspark.ml.feature.ElementwiseProduct method)
(pyspark.ml.feature.HashingTF method)
(pyspark.ml.feature.IDF method)
(pyspark.ml.feature.IDFModel method)
(pyspark.ml.feature.IndexToString method)
(pyspark.ml.feature.MaxAbsScaler method)
(pyspark.ml.feature.MaxAbsScalerModel method)
(pyspark.ml.feature.MinMaxScaler method)
(pyspark.ml.feature.MinMaxScalerModel method)
(pyspark.ml.feature.NGram method)
(pyspark.ml.feature.Normalizer method)
(pyspark.ml.feature.OneHotEncoder method)
(pyspark.ml.feature.PCA method)
(pyspark.ml.feature.PCAModel method)
(pyspark.ml.feature.PolynomialExpansion method)
(pyspark.ml.feature.QuantileDiscretizer method)
(pyspark.ml.feature.RFormula method)
(pyspark.ml.feature.RFormulaModel method)
(pyspark.ml.feature.RegexTokenizer method)
(pyspark.ml.feature.SQLTransformer method)
(pyspark.ml.feature.StandardScaler method)
(pyspark.ml.feature.StandardScalerModel method)
(pyspark.ml.feature.StopWordsRemover method)
(pyspark.ml.feature.StringIndexer method)
(pyspark.ml.feature.StringIndexerModel method)
(pyspark.ml.feature.Tokenizer method)
(pyspark.ml.feature.VectorAssembler method)
(pyspark.ml.feature.VectorIndexer method)
(pyspark.ml.feature.VectorIndexerModel method)
(pyspark.ml.feature.VectorSlicer method)
(pyspark.ml.feature.Word2Vec method)
(pyspark.ml.feature.Word2VecModel method)
(pyspark.ml.param.Params method)
(pyspark.ml.recommendation.ALS method)
(pyspark.ml.recommendation.ALSModel method)
(pyspark.ml.regression.AFTSurvivalRegression method)
(pyspark.ml.regression.AFTSurvivalRegressionModel method)
(pyspark.ml.regression.DecisionTreeRegressionModel method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressionModel method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
(pyspark.ml.regression.GeneralizedLinearRegressionModel method)
(pyspark.ml.regression.IsotonicRegression method)
(pyspark.ml.regression.IsotonicRegressionModel method)
(pyspark.ml.regression.LinearRegression method)
(pyspark.ml.regression.LinearRegressionModel method)
(pyspark.ml.regression.RandomForestRegressionModel method)
(pyspark.ml.regression.RandomForestRegressor method)
(pyspark.ml.tuning.CrossValidator method)
(pyspark.ml.tuning.CrossValidatorModel method)
(pyspark.ml.tuning.TrainValidationSplit method)
(pyspark.ml.tuning.TrainValidationSplitModel method)
getOutputCol() (pyspark.ml.feature.Binarizer method)
(pyspark.ml.feature.Bucketizer method)
(pyspark.ml.feature.ChiSqSelector method)
(pyspark.ml.feature.CountVectorizer method)
(pyspark.ml.feature.DCT method)
(pyspark.ml.feature.ElementwiseProduct method)
(pyspark.ml.feature.HashingTF method)
(pyspark.ml.feature.IDF method)
(pyspark.ml.feature.IndexToString method)
(pyspark.ml.feature.MaxAbsScaler method)
(pyspark.ml.feature.MinMaxScaler method)
(pyspark.ml.feature.NGram method)
(pyspark.ml.feature.Normalizer method)
(pyspark.ml.feature.OneHotEncoder method)
(pyspark.ml.feature.PCA method)
(pyspark.ml.feature.PolynomialExpansion method)
(pyspark.ml.feature.QuantileDiscretizer method)
(pyspark.ml.feature.RegexTokenizer method)
(pyspark.ml.feature.StandardScaler method)
(pyspark.ml.feature.StopWordsRemover method)
(pyspark.ml.feature.StringIndexer method)
(pyspark.ml.feature.Tokenizer method)
(pyspark.ml.feature.VectorAssembler method)
(pyspark.ml.feature.VectorIndexer method)
(pyspark.ml.feature.VectorSlicer method)
(pyspark.ml.feature.Word2Vec method)
getP() (pyspark.ml.feature.Normalizer method)
getParam() (pyspark.ml.classification.DecisionTreeClassificationModel method)
(pyspark.ml.Estimator method)
(pyspark.ml.Model method)
(pyspark.ml.Pipeline method)
(pyspark.ml.PipelineModel method)
(pyspark.ml.Transformer method)
(pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassificationModel method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.classification.LogisticRegressionModel method)
(pyspark.ml.classification.MultilayerPerceptronClassificationModel method)
(pyspark.ml.classification.MultilayerPerceptronClassifier method)
(pyspark.ml.classification.NaiveBayes method)
(pyspark.ml.classification.NaiveBayesModel method)
(pyspark.ml.classification.OneVsRest method)
(pyspark.ml.classification.OneVsRestModel method)
(pyspark.ml.classification.RandomForestClassificationModel method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.clustering.BisectingKMeans method)
(pyspark.ml.clustering.BisectingKMeansModel method)
(pyspark.ml.clustering.DistributedLDAModel method)
(pyspark.ml.clustering.GaussianMixture method)
(pyspark.ml.clustering.GaussianMixtureModel method)
(pyspark.ml.clustering.KMeans method)
(pyspark.ml.clustering.KMeansModel method)
(pyspark.ml.clustering.LDA method)
(pyspark.ml.clustering.LDAModel method)
(pyspark.ml.clustering.LocalLDAModel method)
(pyspark.ml.evaluation.BinaryClassificationEvaluator method)
(pyspark.ml.evaluation.Evaluator method)
(pyspark.ml.evaluation.MulticlassClassificationEvaluator method)
(pyspark.ml.evaluation.RegressionEvaluator method)
(pyspark.ml.feature.Binarizer method)
(pyspark.ml.feature.Bucketizer method)
(pyspark.ml.feature.ChiSqSelector method)
(pyspark.ml.feature.ChiSqSelectorModel method)
(pyspark.ml.feature.CountVectorizer method)
(pyspark.ml.feature.CountVectorizerModel method)
(pyspark.ml.feature.DCT method)
(pyspark.ml.feature.ElementwiseProduct method)
(pyspark.ml.feature.HashingTF method)
(pyspark.ml.feature.IDF method)
(pyspark.ml.feature.IDFModel method)
(pyspark.ml.feature.IndexToString method)
(pyspark.ml.feature.MaxAbsScaler method)
(pyspark.ml.feature.MaxAbsScalerModel method)
(pyspark.ml.feature.MinMaxScaler method)
(pyspark.ml.feature.MinMaxScalerModel method)
(pyspark.ml.feature.NGram method)
(pyspark.ml.feature.Normalizer method)
(pyspark.ml.feature.OneHotEncoder method)
(pyspark.ml.feature.PCA method)
(pyspark.ml.feature.PCAModel method)
(pyspark.ml.feature.PolynomialExpansion method)
(pyspark.ml.feature.QuantileDiscretizer method)
(pyspark.ml.feature.RFormula method)
(pyspark.ml.feature.RFormulaModel method)
(pyspark.ml.feature.RegexTokenizer method)
(pyspark.ml.feature.SQLTransformer method)
(pyspark.ml.feature.StandardScaler method)
(pyspark.ml.feature.StandardScalerModel method)
(pyspark.ml.feature.StopWordsRemover method)
(pyspark.ml.feature.StringIndexer method)
(pyspark.ml.feature.StringIndexerModel method)
(pyspark.ml.feature.Tokenizer method)
(pyspark.ml.feature.VectorAssembler method)
(pyspark.ml.feature.VectorIndexer method)
(pyspark.ml.feature.VectorIndexerModel method)
(pyspark.ml.feature.VectorSlicer method)
(pyspark.ml.feature.Word2Vec method)
(pyspark.ml.feature.Word2VecModel method)
(pyspark.ml.param.Params method)
(pyspark.ml.recommendation.ALS method)
(pyspark.ml.recommendation.ALSModel method)
(pyspark.ml.regression.AFTSurvivalRegression method)
(pyspark.ml.regression.AFTSurvivalRegressionModel method)
(pyspark.ml.regression.DecisionTreeRegressionModel method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressionModel method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
(pyspark.ml.regression.GeneralizedLinearRegressionModel method)
(pyspark.ml.regression.IsotonicRegression method)
(pyspark.ml.regression.IsotonicRegressionModel method)
(pyspark.ml.regression.LinearRegression method)
(pyspark.ml.regression.LinearRegressionModel method)
(pyspark.ml.regression.RandomForestRegressionModel method)
(pyspark.ml.regression.RandomForestRegressor method)
(pyspark.ml.tuning.CrossValidator method)
(pyspark.ml.tuning.CrossValidatorModel method)
(pyspark.ml.tuning.TrainValidationSplit method)
(pyspark.ml.tuning.TrainValidationSplitModel method)
getPattern() (pyspark.ml.feature.RegexTokenizer method)
getPercentile() (pyspark.ml.feature.ChiSqSelector method)
getPredictionCol() (pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.classification.MultilayerPerceptronClassifier method)
(pyspark.ml.classification.NaiveBayes method)
(pyspark.ml.classification.OneVsRest method)
(pyspark.ml.classification.OneVsRestModel method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.clustering.BisectingKMeans method)
(pyspark.ml.clustering.GaussianMixture method)
(pyspark.ml.clustering.KMeans method)
(pyspark.ml.evaluation.MulticlassClassificationEvaluator method)
(pyspark.ml.evaluation.RegressionEvaluator method)
(pyspark.ml.recommendation.ALS method)
(pyspark.ml.regression.AFTSurvivalRegression method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
(pyspark.ml.regression.IsotonicRegression method)
(pyspark.ml.regression.LinearRegression method)
(pyspark.ml.regression.RandomForestRegressor method)
getProbabilityCol() (pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.classification.NaiveBayes method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.clustering.GaussianMixture method)
getQuantileProbabilities() (pyspark.ml.regression.AFTSurvivalRegression method)
getQuantilesCol() (pyspark.ml.regression.AFTSurvivalRegression method)
getRank() (pyspark.ml.recommendation.ALS method)
getRatingCol() (pyspark.ml.recommendation.ALS method)
getRawPredictionCol() (pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.classification.NaiveBayes method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.evaluation.BinaryClassificationEvaluator method)
getRegParam() (pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.recommendation.ALS method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
(pyspark.ml.regression.LinearRegression method)
getRelativeError() (pyspark.ml.feature.QuantileDiscretizer method)
getRootDirectory() (pyspark.SparkFiles class method)
getScalingVec() (pyspark.ml.feature.ElementwiseProduct method)
getSeed() (pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.MultilayerPerceptronClassifier method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.clustering.BisectingKMeans method)
(pyspark.ml.clustering.GaussianMixture method)
(pyspark.ml.clustering.KMeans method)
(pyspark.ml.clustering.LDA method)
(pyspark.ml.feature.Word2Vec method)
(pyspark.ml.recommendation.ALS method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.RandomForestRegressor method)
(pyspark.ml.tuning.CrossValidator method)
(pyspark.ml.tuning.CrossValidatorModel method)
(pyspark.ml.tuning.TrainValidationSplit method)
(pyspark.ml.tuning.TrainValidationSplitModel method)
getSelectorType() (pyspark.ml.feature.ChiSqSelector method)
getSmoothing() (pyspark.ml.classification.NaiveBayes method)
getSolver() (pyspark.ml.classification.MultilayerPerceptronClassifier method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
(pyspark.ml.regression.LinearRegression method)
getSplits() (pyspark.ml.feature.Bucketizer method)
getStageInfo() (pyspark.StatusTracker method)
getStages() (pyspark.ml.Pipeline method)
getStandardization() (pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.regression.LinearRegression method)
getStatement() (pyspark.ml.feature.SQLTransformer method)
getStepSize() (pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.MultilayerPerceptronClassifier method)
(pyspark.ml.feature.Word2Vec method)
(pyspark.ml.regression.GBTRegressor method)
getStopWords() (pyspark.ml.feature.StopWordsRemover method)
getStorageLevel() (pyspark.RDD method)
getSubsamplingRate() (pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.clustering.LDA method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.RandomForestRegressor method)
getThreshold() (pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.feature.Binarizer method)
getThresholds() (pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.classification.NaiveBayes method)
getTol() (pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.classification.MultilayerPerceptronClassifier method)
(pyspark.ml.clustering.GaussianMixture method)
(pyspark.ml.clustering.KMeans method)
(pyspark.ml.regression.AFTSurvivalRegression method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
(pyspark.ml.regression.LinearRegression method)
getToLowercase() (pyspark.ml.feature.RegexTokenizer method)
getTopicConcentration() (pyspark.ml.clustering.LDA method)
getTopicDistributionCol() (pyspark.ml.clustering.LDA method)
getTrainRatio() (pyspark.ml.tuning.TrainValidationSplit method)
getUserCol() (pyspark.ml.recommendation.ALS method)
getVarianceCol() (pyspark.ml.regression.DecisionTreeRegressor method)
getVectors() (pyspark.ml.feature.Word2VecModel method)
(pyspark.mllib.feature.Word2VecModel method)
getVectorSize() (pyspark.ml.feature.Word2Vec method)
getVocabSize() (pyspark.ml.feature.CountVectorizer method)
getWeightCol() (pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.classification.NaiveBayes method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
(pyspark.ml.regression.IsotonicRegression method)
(pyspark.ml.regression.LinearRegression method)
getWindowSize() (pyspark.ml.feature.Word2Vec method)
getWithMean() (pyspark.ml.feature.StandardScaler method)
getWithStd() (pyspark.ml.feature.StandardScaler method)
glom() (pyspark.RDD method)
(pyspark.streaming.DStream method)
GradientBoostedTrees (class in pyspark.mllib.tree)
GradientBoostedTreesModel (class in pyspark.mllib.tree)
GREATERTHAN (in module geopyspark.geotrellis.constants)
GREATERTHANOREQUALTO (in module geopyspark.geotrellis.constants)
greatest() (in module pyspark.sql.functions)
GREEN_TO_RED_ORANGE (in module geopyspark.geotrellis.constants)
groupBy() (pyspark.RDD method)
(pyspark.sql.DataFrame method)
groupby() (pyspark.sql.DataFrame method)
groupByKey() (pyspark.RDD method)
(pyspark.streaming.DStream method)
groupByKeyAndWindow() (pyspark.streaming.DStream method)
GroupedData (class in pyspark.sql)
grouping() (in module pyspark.sql.functions)
grouping_id() (in module pyspark.sql.functions)
groupWith() (pyspark.RDD method)
H
hadoopFile() (pyspark.SparkContext method)
hadoopRDD() (pyspark.SparkContext method)
handleInvalid (pyspark.ml.feature.Bucketizer attribute)
(pyspark.ml.feature.QuantileDiscretizer attribute)
(pyspark.ml.feature.StringIndexer attribute)
hasDefault() (pyspark.ml.classification.DecisionTreeClassificationModel method)
(pyspark.ml.Estimator method)
(pyspark.ml.Model method)
(pyspark.ml.Pipeline method)
(pyspark.ml.PipelineModel method)
(pyspark.ml.Transformer method)
(pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassificationModel method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.classification.LogisticRegressionModel method)
(pyspark.ml.classification.MultilayerPerceptronClassificationModel method)
(pyspark.ml.classification.MultilayerPerceptronClassifier method)
(pyspark.ml.classification.NaiveBayes method)
(pyspark.ml.classification.NaiveBayesModel method)
(pyspark.ml.classification.OneVsRest method)
(pyspark.ml.classification.OneVsRestModel method)
(pyspark.ml.classification.RandomForestClassificationModel method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.clustering.BisectingKMeans method)
(pyspark.ml.clustering.BisectingKMeansModel method)
(pyspark.ml.clustering.DistributedLDAModel method)
(pyspark.ml.clustering.GaussianMixture method)
(pyspark.ml.clustering.GaussianMixtureModel method)
(pyspark.ml.clustering.KMeans method)
(pyspark.ml.clustering.KMeansModel method)
(pyspark.ml.clustering.LDA method)
(pyspark.ml.clustering.LDAModel method)
(pyspark.ml.clustering.LocalLDAModel method)
(pyspark.ml.evaluation.BinaryClassificationEvaluator method)
(pyspark.ml.evaluation.Evaluator method)
(pyspark.ml.evaluation.MulticlassClassificationEvaluator method)
(pyspark.ml.evaluation.RegressionEvaluator method)
(pyspark.ml.feature.Binarizer method)
(pyspark.ml.feature.Bucketizer method)
(pyspark.ml.feature.ChiSqSelector method)
(pyspark.ml.feature.ChiSqSelectorModel method)
(pyspark.ml.feature.CountVectorizer method)
(pyspark.ml.feature.CountVectorizerModel method)
(pyspark.ml.feature.DCT method)
(pyspark.ml.feature.ElementwiseProduct method)
(pyspark.ml.feature.HashingTF method)
(pyspark.ml.feature.IDF method)
(pyspark.ml.feature.IDFModel method)
(pyspark.ml.feature.IndexToString method)
(pyspark.ml.feature.MaxAbsScaler method)
(pyspark.ml.feature.MaxAbsScalerModel method)
(pyspark.ml.feature.MinMaxScaler method)
(pyspark.ml.feature.MinMaxScalerModel method)
(pyspark.ml.feature.NGram method)
(pyspark.ml.feature.Normalizer method)
(pyspark.ml.feature.OneHotEncoder method)
(pyspark.ml.feature.PCA method)
(pyspark.ml.feature.PCAModel method)
(pyspark.ml.feature.PolynomialExpansion method)
(pyspark.ml.feature.QuantileDiscretizer method)
(pyspark.ml.feature.RFormula method)
(pyspark.ml.feature.RFormulaModel method)
(pyspark.ml.feature.RegexTokenizer method)
(pyspark.ml.feature.SQLTransformer method)
(pyspark.ml.feature.StandardScaler method)
(pyspark.ml.feature.StandardScalerModel method)
(pyspark.ml.feature.StopWordsRemover method)
(pyspark.ml.feature.StringIndexer method)
(pyspark.ml.feature.StringIndexerModel method)
(pyspark.ml.feature.Tokenizer method)
(pyspark.ml.feature.VectorAssembler method)
(pyspark.ml.feature.VectorIndexer method)
(pyspark.ml.feature.VectorIndexerModel method)
(pyspark.ml.feature.VectorSlicer method)
(pyspark.ml.feature.Word2Vec method)
(pyspark.ml.feature.Word2VecModel method)
(pyspark.ml.param.Params method)
(pyspark.ml.recommendation.ALS method)
(pyspark.ml.recommendation.ALSModel method)
(pyspark.ml.regression.AFTSurvivalRegression method)
(pyspark.ml.regression.AFTSurvivalRegressionModel method)
(pyspark.ml.regression.DecisionTreeRegressionModel method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressionModel method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
(pyspark.ml.regression.GeneralizedLinearRegressionModel method)
(pyspark.ml.regression.IsotonicRegression method)
(pyspark.ml.regression.IsotonicRegressionModel method)
(pyspark.ml.regression.LinearRegression method)
(pyspark.ml.regression.LinearRegressionModel method)
(pyspark.ml.regression.RandomForestRegressionModel method)
(pyspark.ml.regression.RandomForestRegressor method)
(pyspark.ml.tuning.CrossValidator method)
(pyspark.ml.tuning.CrossValidatorModel method)
(pyspark.ml.tuning.TrainValidationSplit method)
(pyspark.ml.tuning.TrainValidationSplitModel method)
hash() (in module pyspark.sql.functions)
HashingTF (class in pyspark.ml.feature)
(class in pyspark.mllib.feature)
hasParam() (pyspark.ml.classification.DecisionTreeClassificationModel method)
(pyspark.ml.Estimator method)
(pyspark.ml.Model method)
(pyspark.ml.Pipeline method)
(pyspark.ml.PipelineModel method)
(pyspark.ml.Transformer method)
(pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassificationModel method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.classification.LogisticRegressionModel method)
(pyspark.ml.classification.MultilayerPerceptronClassificationModel method)
(pyspark.ml.classification.MultilayerPerceptronClassifier method)
(pyspark.ml.classification.NaiveBayes method)
(pyspark.ml.classification.NaiveBayesModel method)
(pyspark.ml.classification.OneVsRest method)
(pyspark.ml.classification.OneVsRestModel method)
(pyspark.ml.classification.RandomForestClassificationModel method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.clustering.BisectingKMeans method)
(pyspark.ml.clustering.BisectingKMeansModel method)
(pyspark.ml.clustering.DistributedLDAModel method)
(pyspark.ml.clustering.GaussianMixture method)
(pyspark.ml.clustering.GaussianMixtureModel method)
(pyspark.ml.clustering.KMeans method)
(pyspark.ml.clustering.KMeansModel method)
(pyspark.ml.clustering.LDA method)
(pyspark.ml.clustering.LDAModel method)
(pyspark.ml.clustering.LocalLDAModel method)
(pyspark.ml.evaluation.BinaryClassificationEvaluator method)
(pyspark.ml.evaluation.Evaluator method)
(pyspark.ml.evaluation.MulticlassClassificationEvaluator method)
(pyspark.ml.evaluation.RegressionEvaluator method)
(pyspark.ml.feature.Binarizer method)
(pyspark.ml.feature.Bucketizer method)
(pyspark.ml.feature.ChiSqSelector method)
(pyspark.ml.feature.ChiSqSelectorModel method)
(pyspark.ml.feature.CountVectorizer method)
(pyspark.ml.feature.CountVectorizerModel method)
(pyspark.ml.feature.DCT method)
(pyspark.ml.feature.ElementwiseProduct method)
(pyspark.ml.feature.HashingTF method)
(pyspark.ml.feature.IDF method)
(pyspark.ml.feature.IDFModel method)
(pyspark.ml.feature.IndexToString method)
(pyspark.ml.feature.MaxAbsScaler method)
(pyspark.ml.feature.MaxAbsScalerModel method)
(pyspark.ml.feature.MinMaxScaler method)
(pyspark.ml.feature.MinMaxScalerModel method)
(pyspark.ml.feature.NGram method)
(pyspark.ml.feature.Normalizer method)
(pyspark.ml.feature.OneHotEncoder method)
(pyspark.ml.feature.PCA method)
(pyspark.ml.feature.PCAModel method)
(pyspark.ml.feature.PolynomialExpansion method)
(pyspark.ml.feature.QuantileDiscretizer method)
(pyspark.ml.feature.RFormula method)
(pyspark.ml.feature.RFormulaModel method)
(pyspark.ml.feature.RegexTokenizer method)
(pyspark.ml.feature.SQLTransformer method)
(pyspark.ml.feature.StandardScaler method)
(pyspark.ml.feature.StandardScalerModel method)
(pyspark.ml.feature.StopWordsRemover method)
(pyspark.ml.feature.StringIndexer method)
(pyspark.ml.feature.StringIndexerModel method)
(pyspark.ml.feature.Tokenizer method)
(pyspark.ml.feature.VectorAssembler method)
(pyspark.ml.feature.VectorIndexer method)
(pyspark.ml.feature.VectorIndexerModel method)
(pyspark.ml.feature.VectorSlicer method)
(pyspark.ml.feature.Word2Vec method)
(pyspark.ml.feature.Word2VecModel method)
(pyspark.ml.param.Params method)
(pyspark.ml.recommendation.ALS method)
(pyspark.ml.recommendation.ALSModel method)
(pyspark.ml.regression.AFTSurvivalRegression method)
(pyspark.ml.regression.AFTSurvivalRegressionModel method)
(pyspark.ml.regression.DecisionTreeRegressionModel method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressionModel method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
(pyspark.ml.regression.GeneralizedLinearRegressionModel method)
(pyspark.ml.regression.IsotonicRegression method)
(pyspark.ml.regression.IsotonicRegressionModel method)
(pyspark.ml.regression.LinearRegression method)
(pyspark.ml.regression.LinearRegressionModel method)
(pyspark.ml.regression.RandomForestRegressionModel method)
(pyspark.ml.regression.RandomForestRegressor method)
(pyspark.ml.tuning.CrossValidator method)
(pyspark.ml.tuning.CrossValidatorModel method)
(pyspark.ml.tuning.TrainValidationSplit method)
(pyspark.ml.tuning.TrainValidationSplitModel method)
hasSummary (pyspark.ml.classification.LogisticRegressionModel attribute)
(pyspark.ml.clustering.BisectingKMeansModel attribute)
(pyspark.ml.clustering.GaussianMixtureModel attribute)
(pyspark.ml.clustering.KMeansModel attribute)
(pyspark.ml.regression.GeneralizedLinearRegressionModel attribute)
(pyspark.ml.regression.LinearRegressionModel attribute)
head() (pyspark.sql.DataFrame method)
HEATMAP_BLUE_TO_YELLOW_TO_RED_SPECTRUM (in module geopyspark.geotrellis.constants)
HEATMAP_DARK_RED_TO_YELLOW_WHITE (in module geopyspark.geotrellis.constants)
HEATMAP_LIGHT_PURPLE_TO_DARK_PURPLE_TO_WHITE (in module geopyspark.geotrellis.constants)
HEATMAP_YELLOW_TO_RED (in module geopyspark.geotrellis.constants)
hex() (in module pyspark.sql.functions)
HILBERT (in module geopyspark.geotrellis.constants)
histogram() (pyspark.RDD method)
HiveContext (class in pyspark.sql)
HOT (in module geopyspark.geotrellis.constants)
hour() (in module pyspark.sql.functions)
HOURS (in module geopyspark.geotrellis.constants)
hypot() (in module pyspark.sql.functions)
I
id (pyspark.sql.streaming.StreamingQuery attribute)
id() (pyspark.RDD method)
identity() (pyspark.ml.param.TypeConverters static method)
IDF (class in pyspark.ml.feature)
(class in pyspark.mllib.feature)
idf (pyspark.ml.feature.IDFModel attribute)
idf() (pyspark.mllib.feature.IDFModel method)
IDFModel (class in pyspark.ml.feature)
(class in pyspark.mllib.feature)
implements (pyspark.streaming.StreamingListener.Java attribute)
implicitPrefs (pyspark.ml.recommendation.ALS attribute)
impurity (pyspark.ml.classification.DecisionTreeClassifier attribute)
(pyspark.ml.classification.RandomForestClassifier attribute)
(pyspark.ml.regression.DecisionTreeRegressor attribute)
(pyspark.ml.regression.GBTRegressor attribute)
(pyspark.ml.regression.RandomForestRegressor attribute)
index() (geopyspark.geotrellis.Bounds method)
(geopyspark.geotrellis.Extent method)
(geopyspark.geotrellis.LayoutDefinition method)
(geopyspark.geotrellis.TileLayout method)
IndexedRow (class in pyspark.mllib.linalg.distributed)
IndexedRowMatrix (class in pyspark.mllib.linalg.distributed)
indexOf() (pyspark.mllib.feature.HashingTF method)
IndexToString (class in pyspark.ml.feature)
indices (pyspark.ml.feature.VectorSlicer attribute)
(pyspark.ml.linalg.SparseVector attribute)
(pyspark.mllib.linalg.SparseVector attribute)
INFERNO (in module geopyspark.geotrellis.constants)
initcap() (in module pyspark.sql.functions)
InitialPositionInStream (class in pyspark.streaming.kinesis)
initialWeights (pyspark.ml.classification.MultilayerPerceptronClassifier attribute)
initMode (pyspark.ml.clustering.KMeans attribute)
initSteps (pyspark.ml.clustering.KMeans attribute)
inner_radius (geopyspark.geotrellis.neighborhoods.Annulus attribute)
input_file_name() (in module pyspark.sql.functions)
inputCol (pyspark.ml.feature.Binarizer attribute)
(pyspark.ml.feature.Bucketizer attribute)
(pyspark.ml.feature.CountVectorizer attribute)
(pyspark.ml.feature.DCT attribute)
(pyspark.ml.feature.ElementwiseProduct attribute)
(pyspark.ml.feature.HashingTF attribute)
(pyspark.ml.feature.IDF attribute)
(pyspark.ml.feature.IndexToString attribute)
(pyspark.ml.feature.MaxAbsScaler attribute)
(pyspark.ml.feature.MinMaxScaler attribute)
(pyspark.ml.feature.NGram attribute)
(pyspark.ml.feature.Normalizer attribute)
(pyspark.ml.feature.OneHotEncoder attribute)
(pyspark.ml.feature.PCA attribute)
(pyspark.ml.feature.PolynomialExpansion attribute)
(pyspark.ml.feature.QuantileDiscretizer attribute)
(pyspark.ml.feature.RegexTokenizer attribute)
(pyspark.ml.feature.StandardScaler attribute)
(pyspark.ml.feature.StopWordsRemover attribute)
(pyspark.ml.feature.StringIndexer attribute)
(pyspark.ml.feature.Tokenizer attribute)
(pyspark.ml.feature.VectorIndexer attribute)
(pyspark.ml.feature.VectorSlicer attribute)
(pyspark.ml.feature.Word2Vec attribute)
inputCols (pyspark.ml.feature.VectorAssembler attribute)
insertInto() (pyspark.sql.DataFrameWriter method)
instr() (in module pyspark.sql.functions)
INT16 (in module geopyspark.geotrellis.constants)
INT16RAW (in module geopyspark.geotrellis.constants)
INT16UD (in module geopyspark.geotrellis.constants)
INT32 (in module geopyspark.geotrellis.constants)
INT32RAW (in module geopyspark.geotrellis.constants)
INT32UD (in module geopyspark.geotrellis.constants)
INT8 (in module geopyspark.geotrellis.constants)
INT8RAW (in module geopyspark.geotrellis.constants)
INT8UD (in module geopyspark.geotrellis.constants)
IntegerType (class in pyspark.sql.types)
intercept (pyspark.ml.classification.LogisticRegressionModel attribute)
(pyspark.ml.regression.AFTSurvivalRegressionModel attribute)
(pyspark.ml.regression.GeneralizedLinearRegressionModel attribute)
(pyspark.ml.regression.LinearRegressionModel attribute)
(pyspark.mllib.classification.LogisticRegressionModel attribute)
(pyspark.mllib.classification.SVMModel attribute)
(pyspark.mllib.regression.LassoModel attribute)
(pyspark.mllib.regression.LinearModel attribute)
(pyspark.mllib.regression.LinearRegressionModel attribute)
(pyspark.mllib.regression.RidgeRegressionModel attribute)
interceptVector (pyspark.ml.classification.LogisticRegressionModel attribute)
intermediateStorageLevel (pyspark.ml.recommendation.ALS attribute)
intersect() (pyspark.sql.DataFrame method)
intersection() (pyspark.RDD method)
inverse (pyspark.ml.feature.DCT attribute)
is_floating_point_layer() (geopyspark.geotrellis.rdd.TiledRasterRDD method)
isActive (pyspark.sql.streaming.StreamingQuery attribute)
isCheckpointed() (pyspark.RDD method)
isDefined() (pyspark.ml.classification.DecisionTreeClassificationModel method)
(pyspark.ml.Estimator method)
(pyspark.ml.Model method)
(pyspark.ml.Pipeline method)
(pyspark.ml.PipelineModel method)
(pyspark.ml.Transformer method)
(pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassificationModel method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.classification.LogisticRegressionModel method)
(pyspark.ml.classification.MultilayerPerceptronClassificationModel method)
(pyspark.ml.classification.MultilayerPerceptronClassifier method)
(pyspark.ml.classification.NaiveBayes method)
(pyspark.ml.classification.NaiveBayesModel method)
(pyspark.ml.classification.OneVsRest method)
(pyspark.ml.classification.OneVsRestModel method)
(pyspark.ml.classification.RandomForestClassificationModel method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.clustering.BisectingKMeans method)
(pyspark.ml.clustering.BisectingKMeansModel method)
(pyspark.ml.clustering.DistributedLDAModel method)
(pyspark.ml.clustering.GaussianMixture method)
(pyspark.ml.clustering.GaussianMixtureModel method)
(pyspark.ml.clustering.KMeans method)
(pyspark.ml.clustering.KMeansModel method)
(pyspark.ml.clustering.LDA method)
(pyspark.ml.clustering.LDAModel method)
(pyspark.ml.clustering.LocalLDAModel method)
(pyspark.ml.evaluation.BinaryClassificationEvaluator method)
(pyspark.ml.evaluation.Evaluator method)
(pyspark.ml.evaluation.MulticlassClassificationEvaluator method)
(pyspark.ml.evaluation.RegressionEvaluator method)
(pyspark.ml.feature.Binarizer method)
(pyspark.ml.feature.Bucketizer method)
(pyspark.ml.feature.ChiSqSelector method)
(pyspark.ml.feature.ChiSqSelectorModel method)
(pyspark.ml.feature.CountVectorizer method)
(pyspark.ml.feature.CountVectorizerModel method)
(pyspark.ml.feature.DCT method)
(pyspark.ml.feature.ElementwiseProduct method)
(pyspark.ml.feature.HashingTF method)
(pyspark.ml.feature.IDF method)
(pyspark.ml.feature.IDFModel method)
(pyspark.ml.feature.IndexToString method)
(pyspark.ml.feature.MaxAbsScaler method)
(pyspark.ml.feature.MaxAbsScalerModel method)
(pyspark.ml.feature.MinMaxScaler method)
(pyspark.ml.feature.MinMaxScalerModel method)
(pyspark.ml.feature.NGram method)
(pyspark.ml.feature.Normalizer method)
(pyspark.ml.feature.OneHotEncoder method)
(pyspark.ml.feature.PCA method)
(pyspark.ml.feature.PCAModel method)
(pyspark.ml.feature.PolynomialExpansion method)
(pyspark.ml.feature.QuantileDiscretizer method)
(pyspark.ml.feature.RFormula method)
(pyspark.ml.feature.RFormulaModel method)
(pyspark.ml.feature.RegexTokenizer method)
(pyspark.ml.feature.SQLTransformer method)
(pyspark.ml.feature.StandardScaler method)
(pyspark.ml.feature.StandardScalerModel method)
(pyspark.ml.feature.StopWordsRemover method)
(pyspark.ml.feature.StringIndexer method)
(pyspark.ml.feature.StringIndexerModel method)
(pyspark.ml.feature.Tokenizer method)
(pyspark.ml.feature.VectorAssembler method)
(pyspark.ml.feature.VectorIndexer method)
(pyspark.ml.feature.VectorIndexerModel method)
(pyspark.ml.feature.VectorSlicer method)
(pyspark.ml.feature.Word2Vec method)
(pyspark.ml.feature.Word2VecModel method)
(pyspark.ml.param.Params method)
(pyspark.ml.recommendation.ALS method)
(pyspark.ml.recommendation.ALSModel method)
(pyspark.ml.regression.AFTSurvivalRegression method)
(pyspark.ml.regression.AFTSurvivalRegressionModel method)
(pyspark.ml.regression.DecisionTreeRegressionModel method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressionModel method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
(pyspark.ml.regression.GeneralizedLinearRegressionModel method)
(pyspark.ml.regression.IsotonicRegression method)
(pyspark.ml.regression.IsotonicRegressionModel method)
(pyspark.ml.regression.LinearRegression method)
(pyspark.ml.regression.LinearRegressionModel method)
(pyspark.ml.regression.RandomForestRegressionModel method)
(pyspark.ml.regression.RandomForestRegressor method)
(pyspark.ml.tuning.CrossValidator method)
(pyspark.ml.tuning.CrossValidatorModel method)
(pyspark.ml.tuning.TrainValidationSplit method)
(pyspark.ml.tuning.TrainValidationSplitModel method)
isDistributed() (pyspark.ml.clustering.DistributedLDAModel method)
(pyspark.ml.clustering.LDAModel method)
(pyspark.ml.clustering.LocalLDAModel method)
isEmpty() (pyspark.RDD method)
isin() (pyspark.sql.Column method)
isLargerBetter() (pyspark.ml.evaluation.BinaryClassificationEvaluator method)
(pyspark.ml.evaluation.Evaluator method)
(pyspark.ml.evaluation.MulticlassClassificationEvaluator method)
(pyspark.ml.evaluation.RegressionEvaluator method)
isLocal() (pyspark.sql.DataFrame method)
isLocallyCheckpointed() (pyspark.RDD method)
isnan() (in module pyspark.sql.functions)
isNotNull() (pyspark.sql.Column method)
isnull() (in module pyspark.sql.functions)
isNull() (pyspark.sql.Column method)
isotonic (pyspark.ml.regression.IsotonicRegression attribute)
IsotonicRegression (class in pyspark.ml.regression)
(class in pyspark.mllib.regression)
IsotonicRegressionModel (class in pyspark.ml.regression)
(class in pyspark.mllib.regression)
isSet() (pyspark.ml.classification.DecisionTreeClassificationModel method)
(pyspark.ml.Estimator method)
(pyspark.ml.Model method)
(pyspark.ml.Pipeline method)
(pyspark.ml.PipelineModel method)
(pyspark.ml.Transformer method)
(pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassificationModel method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.classification.LogisticRegressionModel method)
(pyspark.ml.classification.MultilayerPerceptronClassificationModel method)
(pyspark.ml.classification.MultilayerPerceptronClassifier method)
(pyspark.ml.classification.NaiveBayes method)
(pyspark.ml.classification.NaiveBayesModel method)
(pyspark.ml.classification.OneVsRest method)
(pyspark.ml.classification.OneVsRestModel method)
(pyspark.ml.classification.RandomForestClassificationModel method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.clustering.BisectingKMeans method)
(pyspark.ml.clustering.BisectingKMeansModel method)
(pyspark.ml.clustering.DistributedLDAModel method)
(pyspark.ml.clustering.GaussianMixture method)
(pyspark.ml.clustering.GaussianMixtureModel method)
(pyspark.ml.clustering.KMeans method)
(pyspark.ml.clustering.KMeansModel method)
(pyspark.ml.clustering.LDA method)
(pyspark.ml.clustering.LDAModel method)
(pyspark.ml.clustering.LocalLDAModel method)
(pyspark.ml.evaluation.BinaryClassificationEvaluator method)
(pyspark.ml.evaluation.Evaluator method)
(pyspark.ml.evaluation.MulticlassClassificationEvaluator method)
(pyspark.ml.evaluation.RegressionEvaluator method)
(pyspark.ml.feature.Binarizer method)
(pyspark.ml.feature.Bucketizer method)
(pyspark.ml.feature.ChiSqSelector method)
(pyspark.ml.feature.ChiSqSelectorModel method)
(pyspark.ml.feature.CountVectorizer method)
(pyspark.ml.feature.CountVectorizerModel method)
(pyspark.ml.feature.DCT method)
(pyspark.ml.feature.ElementwiseProduct method)
(pyspark.ml.feature.HashingTF method)
(pyspark.ml.feature.IDF method)
(pyspark.ml.feature.IDFModel method)
(pyspark.ml.feature.IndexToString method)
(pyspark.ml.feature.MaxAbsScaler method)
(pyspark.ml.feature.MaxAbsScalerModel method)
(pyspark.ml.feature.MinMaxScaler method)
(pyspark.ml.feature.MinMaxScalerModel method)
(pyspark.ml.feature.NGram method)
(pyspark.ml.feature.Normalizer method)
(pyspark.ml.feature.OneHotEncoder method)
(pyspark.ml.feature.PCA method)
(pyspark.ml.feature.PCAModel method)
(pyspark.ml.feature.PolynomialExpansion method)
(pyspark.ml.feature.QuantileDiscretizer method)
(pyspark.ml.feature.RFormula method)
(pyspark.ml.feature.RFormulaModel method)
(pyspark.ml.feature.RegexTokenizer method)
(pyspark.ml.feature.SQLTransformer method)
(pyspark.ml.feature.StandardScaler method)
(pyspark.ml.feature.StandardScalerModel method)
(pyspark.ml.feature.StopWordsRemover method)
(pyspark.ml.feature.StringIndexer method)
(pyspark.ml.feature.StringIndexerModel method)
(pyspark.ml.feature.Tokenizer method)
(pyspark.ml.feature.VectorAssembler method)
(pyspark.ml.feature.VectorIndexer method)
(pyspark.ml.feature.VectorIndexerModel method)
(pyspark.ml.feature.VectorSlicer method)
(pyspark.ml.feature.Word2Vec method)
(pyspark.ml.feature.Word2VecModel method)
(pyspark.ml.param.Params method)
(pyspark.ml.recommendation.ALS method)
(pyspark.ml.recommendation.ALSModel method)
(pyspark.ml.regression.AFTSurvivalRegression method)
(pyspark.ml.regression.AFTSurvivalRegressionModel method)
(pyspark.ml.regression.DecisionTreeRegressionModel method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressionModel method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
(pyspark.ml.regression.GeneralizedLinearRegressionModel method)
(pyspark.ml.regression.IsotonicRegression method)
(pyspark.ml.regression.IsotonicRegressionModel method)
(pyspark.ml.regression.LinearRegression method)
(pyspark.ml.regression.LinearRegressionModel method)
(pyspark.ml.regression.RandomForestRegressionModel method)
(pyspark.ml.regression.RandomForestRegressor method)
(pyspark.ml.tuning.CrossValidator method)
(pyspark.ml.tuning.CrossValidatorModel method)
(pyspark.ml.tuning.TrainValidationSplit method)
(pyspark.ml.tuning.TrainValidationSplitModel method)
isStreaming (pyspark.sql.DataFrame attribute)
itemCol (pyspark.ml.recommendation.ALS attribute)
itemFactors (pyspark.ml.recommendation.ALSModel attribute)
J
JavaLoader (class in pyspark.mllib.util)
JavaSaveable (class in pyspark.mllib.util)
jdbc() (pyspark.sql.DataFrameReader method)
(pyspark.sql.DataFrameWriter method)
join() (pyspark.RDD method)
(pyspark.sql.DataFrame method)
(pyspark.streaming.DStream method)
json() (pyspark.sql.DataFrameReader method)
(pyspark.sql.DataFrameWriter method)
(pyspark.sql.streaming.DataStreamReader method)
(pyspark.sql.types.DataType method)
json_tuple() (in module pyspark.sql.functions)
jsonValue() (pyspark.sql.types.ArrayType method)
(pyspark.sql.types.DataType method)
(pyspark.sql.types.DecimalType method)
(pyspark.sql.types.MapType method)
(pyspark.sql.types.StructField method)
(pyspark.sql.types.StructType method)
K
k (pyspark.ml.clustering.BisectingKMeans attribute)
(pyspark.ml.clustering.BisectingKMeansSummary attribute)
(pyspark.ml.clustering.GaussianMixture attribute)
(pyspark.ml.clustering.GaussianMixtureSummary attribute)
(pyspark.ml.clustering.KMeans attribute)
(pyspark.ml.clustering.LDA attribute)
(pyspark.ml.feature.PCA attribute)
(pyspark.mllib.clustering.BisectingKMeansModel attribute)
(pyspark.mllib.clustering.GaussianMixtureModel attribute)
(pyspark.mllib.clustering.KMeansModel attribute)
(pyspark.mllib.clustering.PowerIterationClusteringModel attribute)
KafkaMessageAndMetadata (class in pyspark.streaming.kafka)
KafkaUtils (class in pyspark.streaming.kafka)
keepLastCheckpoint (pyspark.ml.clustering.LDA attribute)
KernelDensity (class in pyspark.mllib.stat)
key (pyspark.streaming.kafka.KafkaMessageAndMetadata attribute)
keyBy() (pyspark.RDD method)
keys() (pyspark.RDD method)
KinesisUtils (class in pyspark.streaming.kinesis)
KMeans (class in pyspark.ml.clustering)
(class in pyspark.mllib.clustering)
KMeansModel (class in pyspark.ml.clustering)
(class in pyspark.mllib.clustering)
kolmogorovSmirnovTest() (pyspark.mllib.stat.Statistics static method)
kurtosis() (in module pyspark.sql.functions)
L
labelCol (pyspark.ml.classification.BinaryLogisticRegressionSummary attribute)
(pyspark.ml.classification.BinaryLogisticRegressionTrainingSummary attribute)
(pyspark.ml.classification.DecisionTreeClassifier attribute)
(pyspark.ml.classification.GBTClassifier attribute)
(pyspark.ml.classification.LogisticRegression attribute)
(pyspark.ml.classification.LogisticRegressionSummary attribute)
(pyspark.ml.classification.LogisticRegressionTrainingSummary attribute)
(pyspark.ml.classification.MultilayerPerceptronClassifier attribute)
(pyspark.ml.classification.NaiveBayes attribute)
(pyspark.ml.classification.OneVsRest attribute)
(pyspark.ml.classification.OneVsRestModel attribute)
(pyspark.ml.classification.RandomForestClassifier attribute)
(pyspark.ml.evaluation.BinaryClassificationEvaluator attribute)
(pyspark.ml.evaluation.MulticlassClassificationEvaluator attribute)
(pyspark.ml.evaluation.RegressionEvaluator attribute)
(pyspark.ml.feature.ChiSqSelector attribute)
(pyspark.ml.feature.RFormula attribute)
(pyspark.ml.regression.AFTSurvivalRegression attribute)
(pyspark.ml.regression.DecisionTreeRegressor attribute)
(pyspark.ml.regression.GBTRegressor attribute)
(pyspark.ml.regression.GeneralizedLinearRegression attribute)
(pyspark.ml.regression.IsotonicRegression attribute)
(pyspark.ml.regression.LinearRegression attribute)
(pyspark.ml.regression.LinearRegressionSummary attribute)
(pyspark.ml.regression.LinearRegressionTrainingSummary attribute)
(pyspark.ml.regression.RandomForestRegressor attribute)
LabeledPoint (class in pyspark.mllib.regression)
labels (pyspark.ml.feature.IndexToString attribute)
(pyspark.ml.feature.StringIndexerModel attribute)
lag() (in module pyspark.sql.functions)
LANCZOS (in module geopyspark.geotrellis.constants)
LassoModel (class in pyspark.mllib.regression)
LassoWithSGD (class in pyspark.mllib.regression)
last() (in module pyspark.sql.functions)
last_day() (in module pyspark.sql.functions)
lastProgress (pyspark.sql.streaming.StreamingQuery attribute)
LATEST (pyspark.streaming.kinesis.InitialPositionInStream attribute)
latestModel() (pyspark.mllib.classification.StreamingLogisticRegressionWithSGD method)
(pyspark.mllib.clustering.StreamingKMeans method)
(pyspark.mllib.regression.StreamingLinearAlgorithm method)
(pyspark.mllib.regression.StreamingLinearRegressionWithSGD method)
layer_metadata (geopyspark.geotrellis.rdd.TiledRasterRDD attribute)
layers (pyspark.ml.classification.MultilayerPerceptronClassificationModel attribute)
(pyspark.ml.classification.MultilayerPerceptronClassifier attribute)
layout_definition (geopyspark.geotrellis.Metadata attribute)
layoutCols (geopyspark.geotrellis.TileLayout attribute)
LayoutDefinition (class in geopyspark.geotrellis)
layoutRows (geopyspark.geotrellis.TileLayout attribute)
LDA (class in pyspark.ml.clustering)
(class in pyspark.mllib.clustering)
LDAModel (class in pyspark.ml.clustering)
(class in pyspark.mllib.clustering)
lead() (in module pyspark.sql.functions)
learningDecay (pyspark.ml.clustering.LDA attribute)
learningOffset (pyspark.ml.clustering.LDA attribute)
least() (in module pyspark.sql.functions)
leftOuterJoin() (pyspark.RDD method)
(pyspark.streaming.DStream method)
length() (in module pyspark.sql.functions)
LESSTHAN (in module geopyspark.geotrellis.constants)
LESSTHANOREQUALTO (in module geopyspark.geotrellis.constants)
levenshtein() (in module pyspark.sql.functions)
LIGHT_TO_DARK_GREEN (in module geopyspark.geotrellis.constants)
LIGHT_TO_DARK_SUNSET (in module geopyspark.geotrellis.constants)
LIGHT_YELLOW_TO_ORANGE (in module geopyspark.geotrellis.constants)
like() (pyspark.sql.Column method)
limit() (pyspark.sql.DataFrame method)
LinearDataGenerator (class in pyspark.mllib.util)
LinearModel (class in pyspark.mllib.regression)
LinearRegression (class in pyspark.ml.regression)
LinearRegressionModel (class in pyspark.ml.regression)
(class in pyspark.mllib.regression)
LinearRegressionSummary (class in pyspark.ml.regression)
LinearRegressionTrainingSummary (class in pyspark.ml.regression)
LinearRegressionWithSGD (class in pyspark.mllib.regression)
link (pyspark.ml.regression.GeneralizedLinearRegression attribute)
linkPredictionCol (pyspark.ml.regression.GeneralizedLinearRegression attribute)
lit() (in module pyspark.sql.functions)
load() (pyspark.Broadcast method)
(pyspark.ml.Pipeline method)
(pyspark.ml.PipelineModel method)
(pyspark.ml.classification.DecisionTreeClassificationModel method)
(pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassificationModel method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.classification.LogisticRegressionModel method)
(pyspark.ml.classification.MultilayerPerceptronClassificationModel method)
(pyspark.ml.classification.MultilayerPerceptronClassifier method)
(pyspark.ml.classification.NaiveBayes method)
(pyspark.ml.classification.NaiveBayesModel method)
(pyspark.ml.classification.OneVsRest method)
(pyspark.ml.classification.OneVsRestModel method)
(pyspark.ml.classification.RandomForestClassificationModel method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.clustering.BisectingKMeans method)
(pyspark.ml.clustering.BisectingKMeansModel method)
(pyspark.ml.clustering.DistributedLDAModel method)
(pyspark.ml.clustering.GaussianMixture method)
(pyspark.ml.clustering.GaussianMixtureModel method)
(pyspark.ml.clustering.KMeans method)
(pyspark.ml.clustering.KMeansModel method)
(pyspark.ml.clustering.LDA method)
(pyspark.ml.clustering.LocalLDAModel method)
(pyspark.ml.evaluation.BinaryClassificationEvaluator method)
(pyspark.ml.evaluation.MulticlassClassificationEvaluator method)
(pyspark.ml.evaluation.RegressionEvaluator method)
(pyspark.ml.feature.Binarizer method)
(pyspark.ml.feature.Bucketizer method)
(pyspark.ml.feature.ChiSqSelector method)
(pyspark.ml.feature.ChiSqSelectorModel method)
(pyspark.ml.feature.CountVectorizer method)
(pyspark.ml.feature.CountVectorizerModel method)
(pyspark.ml.feature.DCT method)
(pyspark.ml.feature.ElementwiseProduct method)
(pyspark.ml.feature.HashingTF method)
(pyspark.ml.feature.IDF method)
(pyspark.ml.feature.IDFModel method)
(pyspark.ml.feature.IndexToString method)
(pyspark.ml.feature.MaxAbsScaler method)
(pyspark.ml.feature.MaxAbsScalerModel method)
(pyspark.ml.feature.MinMaxScaler method)
(pyspark.ml.feature.MinMaxScalerModel method)
(pyspark.ml.feature.NGram method)
(pyspark.ml.feature.Normalizer method)
(pyspark.ml.feature.OneHotEncoder method)
(pyspark.ml.feature.PCA method)
(pyspark.ml.feature.PCAModel method)
(pyspark.ml.feature.PolynomialExpansion method)
(pyspark.ml.feature.QuantileDiscretizer method)
(pyspark.ml.feature.RFormula method)
(pyspark.ml.feature.RFormulaModel method)
(pyspark.ml.feature.RegexTokenizer method)
(pyspark.ml.feature.SQLTransformer method)
(pyspark.ml.feature.StandardScaler method)
(pyspark.ml.feature.StandardScalerModel method)
(pyspark.ml.feature.StopWordsRemover method)
(pyspark.ml.feature.StringIndexer method)
(pyspark.ml.feature.StringIndexerModel method)
(pyspark.ml.feature.Tokenizer method)
(pyspark.ml.feature.VectorAssembler method)
(pyspark.ml.feature.VectorIndexer method)
(pyspark.ml.feature.VectorIndexerModel method)
(pyspark.ml.feature.VectorSlicer method)
(pyspark.ml.feature.Word2Vec method)
(pyspark.ml.feature.Word2VecModel method)
(pyspark.ml.recommendation.ALS method)
(pyspark.ml.recommendation.ALSModel method)
(pyspark.ml.regression.AFTSurvivalRegression method)
(pyspark.ml.regression.AFTSurvivalRegressionModel method)
(pyspark.ml.regression.DecisionTreeRegressionModel method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressionModel method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
(pyspark.ml.regression.GeneralizedLinearRegressionModel method)
(pyspark.ml.regression.IsotonicRegression method)
(pyspark.ml.regression.IsotonicRegressionModel method)
(pyspark.ml.regression.LinearRegression method)
(pyspark.ml.regression.LinearRegressionModel method)
(pyspark.ml.regression.RandomForestRegressionModel method)
(pyspark.ml.regression.RandomForestRegressor method)
(pyspark.mllib.classification.LogisticRegressionModel class method)
(pyspark.mllib.classification.NaiveBayesModel class method)
(pyspark.mllib.classification.SVMModel class method)
(pyspark.mllib.clustering.GaussianMixtureModel class method)
(pyspark.mllib.clustering.KMeansModel class method)
(pyspark.mllib.clustering.LDAModel class method)
(pyspark.mllib.clustering.PowerIterationClusteringModel class method)
(pyspark.mllib.feature.Word2VecModel class method)
(pyspark.mllib.fpm.FPGrowthModel class method)
(pyspark.mllib.recommendation.MatrixFactorizationModel class method)
(pyspark.mllib.regression.IsotonicRegressionModel class method)
(pyspark.mllib.regression.LassoModel class method)
(pyspark.mllib.regression.LinearRegressionModel class method)
(pyspark.mllib.regression.RidgeRegressionModel class method)
(pyspark.mllib.tree.DecisionTreeModel method)
(pyspark.mllib.tree.GradientBoostedTreesModel method)
(pyspark.mllib.tree.RandomForestModel method)
(pyspark.mllib.util.JavaLoader class method)
(pyspark.mllib.util.Loader class method)
(pyspark.sql.DataFrameReader method)
(pyspark.sql.streaming.DataStreamReader method)
loadDefaultStopWords() (pyspark.ml.feature.StopWordsRemover static method)
Loader (class in pyspark.mllib.util)
loadLabeledPoints() (pyspark.mllib.util.MLUtils static method)
loadLibSVMFile() (pyspark.mllib.util.MLUtils static method)
loads() (geopyspark.geopycontext.AvroSerializer method)
(pyspark.MarshalSerializer method)
(pyspark.PickleSerializer method)
loadVectors() (pyspark.mllib.util.MLUtils static method)
localCheckpoint() (pyspark.RDD method)
LocalLDAModel (class in pyspark.ml.clustering)
locate() (in module pyspark.sql.functions)
log() (in module pyspark.sql.functions)
log10() (in module pyspark.sql.functions)
log1p() (in module pyspark.sql.functions)
log2() (in module pyspark.sql.functions)
LogisticRegression (class in pyspark.ml.classification)
LogisticRegressionModel (class in pyspark.ml.classification)
(class in pyspark.mllib.classification)
LogisticRegressionSummary (class in pyspark.ml.classification)
LogisticRegressionTrainingSummary (class in pyspark.ml.classification)
LogisticRegressionWithLBFGS (class in pyspark.mllib.classification)
LogisticRegressionWithSGD (class in pyspark.mllib.classification)
logLikelihood() (pyspark.ml.clustering.DistributedLDAModel method)
(pyspark.ml.clustering.LDAModel method)
(pyspark.ml.clustering.LocalLDAModel method)
logNormalRDD() (pyspark.mllib.random.RandomRDDs static method)
logNormalVectorRDD() (pyspark.mllib.random.RandomRDDs static method)
logPerplexity() (pyspark.ml.clustering.DistributedLDAModel method)
(pyspark.ml.clustering.LDAModel method)
(pyspark.ml.clustering.LocalLDAModel method)
logPrior() (pyspark.ml.clustering.DistributedLDAModel method)
LongType (class in pyspark.sql.types)
lookup() (geopyspark.geotrellis.rdd.TiledRasterRDD method)
(pyspark.RDD method)
lossType (pyspark.ml.classification.GBTClassifier attribute)
(pyspark.ml.regression.GBTRegressor attribute)
lower() (in module pyspark.sql.functions)
lpad() (in module pyspark.sql.functions)
ltrim() (in module pyspark.sql.functions)
M
MAGMA (in module geopyspark.geotrellis.constants)
map() (pyspark.RDD method)
(pyspark.streaming.DStream method)
map_key_input() (geopyspark.geopycontext.GeoPyContext static method)
mapPartitions() (pyspark.RDD method)
(pyspark.streaming.DStream method)
mapPartitionsWithIndex() (pyspark.RDD method)
(pyspark.streaming.DStream method)
mapPartitionsWithSplit() (pyspark.RDD method)
MapType (class in pyspark.sql.types)
mapValues() (pyspark.RDD method)
(pyspark.streaming.DStream method)
MarshalSerializer (class in pyspark)
mask() (geopyspark.geotrellis.rdd.TiledRasterRDD method)
master() (pyspark.sql.SparkSession.Builder method)
Matrices (class in pyspark.ml.linalg)
(class in pyspark.mllib.linalg)
Matrix (class in pyspark.ml.linalg)
(class in pyspark.mllib.linalg)
MatrixEntry (class in pyspark.mllib.linalg.distributed)
MatrixFactorizationModel (class in pyspark.mllib.recommendation)
MAX (in module geopyspark.geotrellis.constants)
max (pyspark.ml.feature.MinMaxScaler attribute)
max() (in module pyspark.sql.functions)
(pyspark.RDD method)
(pyspark.mllib.stat.MultivariateStatisticalSummary method)
(pyspark.sql.GroupedData method)
maxAbs (pyspark.ml.feature.MaxAbsScalerModel attribute)
MaxAbsScaler (class in pyspark.ml.feature)
MaxAbsScalerModel (class in pyspark.ml.feature)
maxBins (pyspark.ml.classification.DecisionTreeClassifier attribute)
(pyspark.ml.classification.GBTClassifier attribute)
(pyspark.ml.classification.RandomForestClassifier attribute)
(pyspark.ml.regression.DecisionTreeRegressor attribute)
(pyspark.ml.regression.GBTRegressor attribute)
(pyspark.ml.regression.RandomForestRegressor attribute)
maxCategories (pyspark.ml.feature.VectorIndexer attribute)
maxDepth (pyspark.ml.classification.DecisionTreeClassifier attribute)
(pyspark.ml.classification.GBTClassifier attribute)
(pyspark.ml.classification.RandomForestClassifier attribute)
(pyspark.ml.regression.DecisionTreeRegressor attribute)
(pyspark.ml.regression.GBTRegressor attribute)
(pyspark.ml.regression.RandomForestRegressor attribute)
maxIter (pyspark.ml.classification.GBTClassifier attribute)
(pyspark.ml.classification.LogisticRegression attribute)
(pyspark.ml.classification.MultilayerPerceptronClassifier attribute)
(pyspark.ml.clustering.BisectingKMeans attribute)
(pyspark.ml.clustering.GaussianMixture attribute)
(pyspark.ml.clustering.KMeans attribute)
(pyspark.ml.clustering.LDA attribute)
(pyspark.ml.feature.Word2Vec attribute)
(pyspark.ml.recommendation.ALS attribute)
(pyspark.ml.regression.AFTSurvivalRegression attribute)
(pyspark.ml.regression.GBTRegressor attribute)
(pyspark.ml.regression.GeneralizedLinearRegression attribute)
(pyspark.ml.regression.LinearRegression attribute)
maxKey (geopyspark.geotrellis.Bounds attribute)
maxMemoryInMB (pyspark.ml.classification.DecisionTreeClassifier attribute)
(pyspark.ml.classification.GBTClassifier attribute)
(pyspark.ml.classification.RandomForestClassifier attribute)
(pyspark.ml.regression.DecisionTreeRegressor attribute)
(pyspark.ml.regression.GBTRegressor attribute)
(pyspark.ml.regression.RandomForestRegressor attribute)
maxSentenceLength (pyspark.ml.feature.Word2Vec attribute)
md5() (in module pyspark.sql.functions)
MEAN (in module geopyspark.geotrellis.constants)
mean (pyspark.ml.feature.StandardScalerModel attribute)
(pyspark.mllib.feature.StandardScalerModel attribute)
mean() (in module pyspark.sql.functions)
(pyspark.RDD method)
(pyspark.mllib.stat.MultivariateStatisticalSummary method)
(pyspark.sql.GroupedData method)
meanAbsoluteError (pyspark.ml.regression.LinearRegressionSummary attribute)
(pyspark.ml.regression.LinearRegressionTrainingSummary attribute)
(pyspark.mllib.evaluation.RegressionMetrics attribute)
meanApprox() (pyspark.RDD method)
meanAveragePrecision (pyspark.mllib.evaluation.RankingMetrics attribute)
meanSquaredError (pyspark.ml.regression.LinearRegressionSummary attribute)
(pyspark.ml.regression.LinearRegressionTrainingSummary attribute)
(pyspark.mllib.evaluation.RegressionMetrics attribute)
MEDIAN (in module geopyspark.geotrellis.constants)
MEMORY_AND_DISK (pyspark.StorageLevel attribute)
MEMORY_AND_DISK_2 (pyspark.StorageLevel attribute)
MEMORY_AND_DISK_SER (pyspark.StorageLevel attribute)
MEMORY_AND_DISK_SER_2 (pyspark.StorageLevel attribute)
MEMORY_ONLY (pyspark.StorageLevel attribute)
MEMORY_ONLY_2 (pyspark.StorageLevel attribute)
MEMORY_ONLY_SER (pyspark.StorageLevel attribute)
MEMORY_ONLY_SER_2 (pyspark.StorageLevel attribute)
message (pyspark.streaming.kafka.KafkaMessageAndMetadata attribute)
Metadata (class in geopyspark.geotrellis)
method (pyspark.mllib.stat.ChiSqTestResult attribute)
metricName (pyspark.ml.evaluation.BinaryClassificationEvaluator attribute)
(pyspark.ml.evaluation.MulticlassClassificationEvaluator attribute)
(pyspark.ml.evaluation.RegressionEvaluator attribute)
MILLISECONDS (in module geopyspark.geotrellis.constants)
min (pyspark.ml.feature.MinMaxScaler attribute)
min() (in module pyspark.sql.functions)
(pyspark.RDD method)
(pyspark.mllib.stat.MultivariateStatisticalSummary method)
(pyspark.sql.GroupedData method)
minCount (pyspark.ml.feature.Word2Vec attribute)
minDF (pyspark.ml.feature.CountVectorizer attribute)
minDivisibleClusterSize (pyspark.ml.clustering.BisectingKMeans attribute)
minDocFreq (pyspark.ml.feature.IDF attribute)
minInfoGain (pyspark.ml.classification.DecisionTreeClassifier attribute)
(pyspark.ml.classification.GBTClassifier attribute)
(pyspark.ml.classification.RandomForestClassifier attribute)
(pyspark.ml.regression.DecisionTreeRegressor attribute)
(pyspark.ml.regression.GBTRegressor attribute)
(pyspark.ml.regression.RandomForestRegressor attribute)
minInstancesPerNode (pyspark.ml.classification.DecisionTreeClassifier attribute)
(pyspark.ml.classification.GBTClassifier attribute)
(pyspark.ml.classification.RandomForestClassifier attribute)
(pyspark.ml.regression.DecisionTreeRegressor attribute)
(pyspark.ml.regression.GBTRegressor attribute)
(pyspark.ml.regression.RandomForestRegressor attribute)
minKey (geopyspark.geotrellis.Bounds attribute)
MinMaxScaler (class in pyspark.ml.feature)
MinMaxScalerModel (class in pyspark.ml.feature)
minTF (pyspark.ml.feature.CountVectorizer attribute)
minTokenLength (pyspark.ml.feature.RegexTokenizer attribute)
minute() (in module pyspark.sql.functions)
MINUTES (in module geopyspark.geotrellis.constants)
MLUtils (class in pyspark.mllib.util)
MODE (in module geopyspark.geotrellis.constants)
mode() (pyspark.sql.DataFrameWriter method)
Model (class in pyspark.ml)
modelType (pyspark.ml.classification.NaiveBayes attribute)
monotonically_increasing_id() (in module pyspark.sql.functions)
month() (in module pyspark.sql.functions)
MONTHS (in module geopyspark.geotrellis.constants)
months_between() (in module pyspark.sql.functions)
MulticlassClassificationEvaluator (class in pyspark.ml.evaluation)
MulticlassMetrics (class in pyspark.mllib.evaluation)
MultilayerPerceptronClassificationModel (class in pyspark.ml.classification)
MultilayerPerceptronClassifier (class in pyspark.ml.classification)
multiply() (pyspark.mllib.linalg.distributed.BlockMatrix method)
MultivariateGaussian (class in pyspark.mllib.stat)
MultivariateStatisticalSummary (class in pyspark.mllib.stat)
N
n (pyspark.ml.feature.NGram attribute)
na (pyspark.sql.DataFrame attribute)
NaiveBayes (class in pyspark.ml.classification)
(class in pyspark.mllib.classification)
NaiveBayesModel (class in pyspark.ml.classification)
(class in pyspark.mllib.classification)
name (geopyspark.geotrellis.neighborhoods.Annulus attribute)
(geopyspark.geotrellis.neighborhoods.Circle attribute)
(geopyspark.geotrellis.neighborhoods.Nesw attribute)
(geopyspark.geotrellis.neighborhoods.Wedge attribute)
(pyspark.sql.streaming.StreamingQuery attribute)
name() (pyspark.RDD method)
(pyspark.sql.Column method)
names (pyspark.ml.feature.VectorSlicer attribute)
nanvl() (in module pyspark.sql.functions)
ndcgAt() (pyspark.mllib.evaluation.RankingMetrics method)
NEARESTNEIGHBOR (in module geopyspark.geotrellis.constants)
needConversion() (pyspark.sql.types.ArrayType method)
(pyspark.sql.types.DataType method)
(pyspark.sql.types.DateType method)
(pyspark.sql.types.MapType method)
(pyspark.sql.types.StructField method)
(pyspark.sql.types.StructType method)
(pyspark.sql.types.TimestampType method)
NEIGHBORHOODS (in module geopyspark.geotrellis.constants)
Nesw (class in geopyspark.geotrellis.neighborhoods)
NESW (in module geopyspark.geotrellis.constants)
newAPIHadoopFile() (pyspark.SparkContext method)
newAPIHadoopRDD() (pyspark.SparkContext method)
newSession() (pyspark.sql.SparkSession method)
(pyspark.sql.SQLContext method)
next_day() (in module pyspark.sql.functions)
NGram (class in pyspark.ml.feature)
NODATAINT (in module geopyspark.geotrellis.constants)
nonnegative (pyspark.ml.recommendation.ALS attribute)
norm() (pyspark.ml.linalg.DenseVector method)
(pyspark.ml.linalg.SparseVector method)
(pyspark.ml.linalg.Vectors static method)
(pyspark.mllib.linalg.DenseVector method)
(pyspark.mllib.linalg.SparseVector method)
(pyspark.mllib.linalg.Vectors static method)
Normalizer (class in pyspark.ml.feature)
(class in pyspark.mllib.feature)
normalRDD() (pyspark.mllib.random.RandomRDDs static method)
normalVectorRDD() (pyspark.mllib.random.RandomRDDs static method)
normL1() (pyspark.mllib.stat.MultivariateStatisticalSummary method)
normL2() (pyspark.mllib.stat.MultivariateStatisticalSummary method)
ntile() (in module pyspark.sql.functions)
nullDeviance (pyspark.ml.regression.GeneralizedLinearRegressionSummary attribute)
(pyspark.ml.regression.GeneralizedLinearRegressionTrainingSummary attribute)
NullType (class in pyspark.sql.types)
numBuckets (pyspark.ml.feature.QuantileDiscretizer attribute)
numClasses (pyspark.ml.classification.DecisionTreeClassificationModel attribute)
(pyspark.ml.classification.LogisticRegressionModel attribute)
(pyspark.ml.classification.NaiveBayesModel attribute)
(pyspark.ml.classification.RandomForestClassificationModel attribute)
(pyspark.mllib.classification.LogisticRegressionModel attribute)
numColBlocks (pyspark.mllib.linalg.distributed.BlockMatrix attribute)
numCols() (pyspark.mllib.linalg.distributed.BlockMatrix method)
(pyspark.mllib.linalg.distributed.CoordinateMatrix method)
(pyspark.mllib.linalg.distributed.DistributedMatrix method)
(pyspark.mllib.linalg.distributed.IndexedRowMatrix method)
(pyspark.mllib.linalg.distributed.RowMatrix method)
numFeatures (pyspark.ml.classification.DecisionTreeClassificationModel attribute)
(pyspark.ml.classification.GBTClassificationModel attribute)
(pyspark.ml.classification.LogisticRegressionModel attribute)
(pyspark.ml.classification.MultilayerPerceptronClassificationModel attribute)
(pyspark.ml.classification.NaiveBayesModel attribute)
(pyspark.ml.classification.RandomForestClassificationModel attribute)
(pyspark.ml.feature.HashingTF attribute)
(pyspark.ml.feature.VectorIndexerModel attribute)
(pyspark.ml.regression.DecisionTreeRegressionModel attribute)
(pyspark.ml.regression.GBTRegressionModel attribute)
(pyspark.ml.regression.GeneralizedLinearRegressionModel attribute)
(pyspark.ml.regression.LinearRegressionModel attribute)
(pyspark.ml.regression.RandomForestRegressionModel attribute)
(pyspark.mllib.classification.LogisticRegressionModel attribute)
numFolds (pyspark.ml.tuning.CrossValidator attribute)
numInstances (pyspark.ml.regression.LinearRegressionSummary attribute)
(pyspark.ml.regression.LinearRegressionTrainingSummary attribute)
numItemBlocks (pyspark.ml.recommendation.ALS attribute)
numIterations (pyspark.ml.regression.GeneralizedLinearRegressionTrainingSummary attribute)
numNodes (pyspark.ml.classification.DecisionTreeClassificationModel attribute)
(pyspark.ml.regression.DecisionTreeRegressionModel attribute)
numNodes() (pyspark.mllib.tree.DecisionTreeModel method)
numNonzeros() (pyspark.ml.linalg.DenseVector method)
(pyspark.ml.linalg.SparseVector method)
(pyspark.mllib.linalg.DenseVector method)
(pyspark.mllib.linalg.SparseVector method)
(pyspark.mllib.stat.MultivariateStatisticalSummary method)
numPartitions (pyspark.ml.feature.Word2Vec attribute)
numRowBlocks (pyspark.mllib.linalg.distributed.BlockMatrix attribute)
numRows() (pyspark.mllib.linalg.distributed.BlockMatrix method)
(pyspark.mllib.linalg.distributed.CoordinateMatrix method)
(pyspark.mllib.linalg.distributed.DistributedMatrix method)
(pyspark.mllib.linalg.distributed.IndexedRowMatrix method)
(pyspark.mllib.linalg.distributed.RowMatrix method)
numTopFeatures (pyspark.ml.feature.ChiSqSelector attribute)
numTrees (pyspark.ml.classification.RandomForestClassifier attribute)
(pyspark.ml.regression.RandomForestRegressor attribute)
numTrees() (pyspark.mllib.tree.GradientBoostedTreesModel method)
(pyspark.mllib.tree.RandomForestModel method)
numUserBlocks (pyspark.ml.recommendation.ALS attribute)
O
objectiveHistory (pyspark.ml.classification.BinaryLogisticRegressionTrainingSummary attribute)
(pyspark.ml.classification.LogisticRegressionTrainingSummary attribute)
(pyspark.ml.regression.LinearRegressionTrainingSummary attribute)
OFF_HEAP (pyspark.StorageLevel attribute)
OffsetRange (class in pyspark.streaming.kafka)
onBatchCompleted() (pyspark.streaming.StreamingListener method)
onBatchStarted() (pyspark.streaming.StreamingListener method)
onBatchSubmitted() (pyspark.streaming.StreamingListener method)
OneHotEncoder (class in pyspark.ml.feature)
OneVsRest (class in pyspark.ml.classification)
OneVsRestModel (class in pyspark.ml.classification)
onOutputOperationCompleted() (pyspark.streaming.StreamingListener method)
onOutputOperationStarted() (pyspark.streaming.StreamingListener method)
onReceiverError() (pyspark.streaming.StreamingListener method)
onReceiverStarted() (pyspark.streaming.StreamingListener method)
onReceiverStopped() (pyspark.streaming.StreamingListener method)
optimizeDocConcentration (pyspark.ml.clustering.LDA attribute)
optimizer (pyspark.ml.clustering.LDA attribute)
option() (pyspark.sql.DataFrameReader method)
(pyspark.sql.DataFrameWriter method)
(pyspark.sql.streaming.DataStreamReader method)
(pyspark.sql.streaming.DataStreamWriter method)
options() (pyspark.sql.DataFrameReader method)
(pyspark.sql.DataFrameWriter method)
(pyspark.sql.streaming.DataStreamReader method)
(pyspark.sql.streaming.DataStreamWriter method)
orc() (pyspark.sql.DataFrameReader method)
(pyspark.sql.DataFrameWriter method)
orderBy() (pyspark.sql.DataFrame method)
(pyspark.sql.Window static method)
(pyspark.sql.WindowSpec method)
originalMax (pyspark.ml.feature.MinMaxScalerModel attribute)
originalMin (pyspark.ml.feature.MinMaxScalerModel attribute)
otherwise() (pyspark.sql.Column method)
outer_radius (geopyspark.geotrellis.neighborhoods.Annulus attribute)
outputCol (pyspark.ml.feature.Binarizer attribute)
(pyspark.ml.feature.Bucketizer attribute)
(pyspark.ml.feature.ChiSqSelector attribute)
(pyspark.ml.feature.CountVectorizer attribute)
(pyspark.ml.feature.DCT attribute)
(pyspark.ml.feature.ElementwiseProduct attribute)
(pyspark.ml.feature.HashingTF attribute)
(pyspark.ml.feature.IDF attribute)
(pyspark.ml.feature.IndexToString attribute)
(pyspark.ml.feature.MaxAbsScaler attribute)
(pyspark.ml.feature.MinMaxScaler attribute)
(pyspark.ml.feature.NGram attribute)
(pyspark.ml.feature.Normalizer attribute)
(pyspark.ml.feature.OneHotEncoder attribute)
(pyspark.ml.feature.PCA attribute)
(pyspark.ml.feature.PolynomialExpansion attribute)
(pyspark.ml.feature.QuantileDiscretizer attribute)
(pyspark.ml.feature.RegexTokenizer attribute)
(pyspark.ml.feature.StandardScaler attribute)
(pyspark.ml.feature.StopWordsRemover attribute)
(pyspark.ml.feature.StringIndexer attribute)
(pyspark.ml.feature.Tokenizer attribute)
(pyspark.ml.feature.VectorAssembler attribute)
(pyspark.ml.feature.VectorIndexer attribute)
(pyspark.ml.feature.VectorSlicer attribute)
(pyspark.ml.feature.Word2Vec attribute)
outputMode() (pyspark.sql.streaming.DataStreamWriter method)
over() (pyspark.sql.Column method)
P
p (pyspark.ml.feature.Normalizer attribute)
PACKAGE_EXTENSIONS (pyspark.SparkContext attribute)
parallelize() (pyspark.SparkContext method)
Param (class in pyspark.ml.param)
param_1 (geopyspark.geotrellis.neighborhoods.Annulus attribute)
(geopyspark.geotrellis.neighborhoods.Circle attribute)
(geopyspark.geotrellis.neighborhoods.Nesw attribute)
(geopyspark.geotrellis.neighborhoods.Wedge attribute)
param_2 (geopyspark.geotrellis.neighborhoods.Annulus attribute)
(geopyspark.geotrellis.neighborhoods.Circle attribute)
(geopyspark.geotrellis.neighborhoods.Nesw attribute)
(geopyspark.geotrellis.neighborhoods.Wedge attribute)
param_3 (geopyspark.geotrellis.neighborhoods.Annulus attribute)
(geopyspark.geotrellis.neighborhoods.Circle attribute)
(geopyspark.geotrellis.neighborhoods.Nesw attribute)
(geopyspark.geotrellis.neighborhoods.Wedge attribute)
ParamGridBuilder (class in pyspark.ml.tuning)
Params (class in pyspark.ml.param)
params (pyspark.ml.classification.DecisionTreeClassificationModel attribute)
(pyspark.ml.Estimator attribute)
(pyspark.ml.Model attribute)
(pyspark.ml.Pipeline attribute)
(pyspark.ml.PipelineModel attribute)
(pyspark.ml.Transformer attribute)
(pyspark.ml.classification.DecisionTreeClassifier attribute)
(pyspark.ml.classification.GBTClassificationModel attribute)
(pyspark.ml.classification.GBTClassifier attribute)
(pyspark.ml.classification.LogisticRegression attribute)
(pyspark.ml.classification.LogisticRegressionModel attribute)
(pyspark.ml.classification.MultilayerPerceptronClassificationModel attribute)
(pyspark.ml.classification.MultilayerPerceptronClassifier attribute)
(pyspark.ml.classification.NaiveBayes attribute)
(pyspark.ml.classification.NaiveBayesModel attribute)
(pyspark.ml.classification.OneVsRest attribute)
(pyspark.ml.classification.OneVsRestModel attribute)
(pyspark.ml.classification.RandomForestClassificationModel attribute)
(pyspark.ml.classification.RandomForestClassifier attribute)
(pyspark.ml.clustering.BisectingKMeans attribute)
(pyspark.ml.clustering.BisectingKMeansModel attribute)
(pyspark.ml.clustering.DistributedLDAModel attribute)
(pyspark.ml.clustering.GaussianMixture attribute)
(pyspark.ml.clustering.GaussianMixtureModel attribute)
(pyspark.ml.clustering.KMeans attribute)
(pyspark.ml.clustering.KMeansModel attribute)
(pyspark.ml.clustering.LDA attribute)
(pyspark.ml.clustering.LDAModel attribute)
(pyspark.ml.clustering.LocalLDAModel attribute)
(pyspark.ml.evaluation.BinaryClassificationEvaluator attribute)
(pyspark.ml.evaluation.Evaluator attribute)
(pyspark.ml.evaluation.MulticlassClassificationEvaluator attribute)
(pyspark.ml.evaluation.RegressionEvaluator attribute)
(pyspark.ml.feature.Binarizer attribute)
(pyspark.ml.feature.Bucketizer attribute)
(pyspark.ml.feature.ChiSqSelector attribute)
(pyspark.ml.feature.ChiSqSelectorModel attribute)
(pyspark.ml.feature.CountVectorizer attribute)
(pyspark.ml.feature.CountVectorizerModel attribute)
(pyspark.ml.feature.DCT attribute)
(pyspark.ml.feature.ElementwiseProduct attribute)
(pyspark.ml.feature.HashingTF attribute)
(pyspark.ml.feature.IDF attribute)
(pyspark.ml.feature.IDFModel attribute)
(pyspark.ml.feature.IndexToString attribute)
(pyspark.ml.feature.MaxAbsScaler attribute)
(pyspark.ml.feature.MaxAbsScalerModel attribute)
(pyspark.ml.feature.MinMaxScaler attribute)
(pyspark.ml.feature.MinMaxScalerModel attribute)
(pyspark.ml.feature.NGram attribute)
(pyspark.ml.feature.Normalizer attribute)
(pyspark.ml.feature.OneHotEncoder attribute)
(pyspark.ml.feature.PCA attribute)
(pyspark.ml.feature.PCAModel attribute)
(pyspark.ml.feature.PolynomialExpansion attribute)
(pyspark.ml.feature.QuantileDiscretizer attribute)
(pyspark.ml.feature.RFormula attribute)
(pyspark.ml.feature.RFormulaModel attribute)
(pyspark.ml.feature.RegexTokenizer attribute)
(pyspark.ml.feature.SQLTransformer attribute)
(pyspark.ml.feature.StandardScaler attribute)
(pyspark.ml.feature.StandardScalerModel attribute)
(pyspark.ml.feature.StopWordsRemover attribute)
(pyspark.ml.feature.StringIndexer attribute)
(pyspark.ml.feature.StringIndexerModel attribute)
(pyspark.ml.feature.Tokenizer attribute)
(pyspark.ml.feature.VectorAssembler attribute)
(pyspark.ml.feature.VectorIndexer attribute)
(pyspark.ml.feature.VectorIndexerModel attribute)
(pyspark.ml.feature.VectorSlicer attribute)
(pyspark.ml.feature.Word2Vec attribute)
(pyspark.ml.feature.Word2VecModel attribute)
(pyspark.ml.param.Params attribute)
(pyspark.ml.recommendation.ALS attribute)
(pyspark.ml.recommendation.ALSModel attribute)
(pyspark.ml.regression.AFTSurvivalRegression attribute)
(pyspark.ml.regression.AFTSurvivalRegressionModel attribute)
(pyspark.ml.regression.DecisionTreeRegressionModel attribute)
(pyspark.ml.regression.DecisionTreeRegressor attribute)
(pyspark.ml.regression.GBTRegressionModel attribute)
(pyspark.ml.regression.GBTRegressor attribute)
(pyspark.ml.regression.GeneralizedLinearRegression attribute)
(pyspark.ml.regression.GeneralizedLinearRegressionModel attribute)
(pyspark.ml.regression.IsotonicRegression attribute)
(pyspark.ml.regression.IsotonicRegressionModel attribute)
(pyspark.ml.regression.LinearRegression attribute)
(pyspark.ml.regression.LinearRegressionModel attribute)
(pyspark.ml.regression.RandomForestRegressionModel attribute)
(pyspark.ml.regression.RandomForestRegressor attribute)
(pyspark.ml.tuning.CrossValidator attribute)
(pyspark.ml.tuning.CrossValidatorModel attribute)
(pyspark.ml.tuning.TrainValidationSplit attribute)
(pyspark.ml.tuning.TrainValidationSplitModel attribute)
parquet() (pyspark.sql.DataFrameReader method)
(pyspark.sql.DataFrameWriter method)
(pyspark.sql.streaming.DataStreamReader method)
parse() (pyspark.mllib.linalg.DenseVector static method)
(pyspark.mllib.linalg.SparseVector static method)
(pyspark.mllib.linalg.Vectors static method)
partitionBy() (pyspark.RDD method)
(pyspark.sql.DataFrameWriter method)
(pyspark.sql.Window static method)
(pyspark.sql.WindowSpec method)
(pyspark.sql.streaming.DataStreamWriter method)
(pyspark.streaming.DStream method)
pattern (pyspark.ml.feature.RegexTokenizer attribute)
pc (pyspark.ml.feature.PCAModel attribute)
PCA (class in pyspark.ml.feature)
PCAModel (class in pyspark.ml.feature)
percent_rank() (in module pyspark.sql.functions)
percentile (pyspark.ml.feature.ChiSqSelector attribute)
persist() (geopyspark.geotrellis.rdd.CachableRDD method)
(geopyspark.geotrellis.rdd.RasterRDD method)
(geopyspark.geotrellis.rdd.TiledRasterRDD method)
(pyspark.RDD method)
(pyspark.mllib.linalg.distributed.BlockMatrix method)
(pyspark.sql.DataFrame method)
(pyspark.streaming.DStream method)
pi (pyspark.ml.classification.NaiveBayesModel attribute)
pickleFile() (pyspark.SparkContext method)
PickleSerializer (class in pyspark)
pipe() (pyspark.RDD method)
Pipeline (class in pyspark.ml)
PipelineModel (class in pyspark.ml)
pivot() (pyspark.sql.GroupedData method)
PLASMA (in module geopyspark.geotrellis.constants)
poissonRDD() (pyspark.mllib.random.RandomRDDs static method)
poissonVectorRDD() (pyspark.mllib.random.RandomRDDs static method)
polygonal_max() (geopyspark.geotrellis.rdd.TiledRasterRDD method)
polygonal_mean() (geopyspark.geotrellis.rdd.TiledRasterRDD method)
polygonal_min() (geopyspark.geotrellis.rdd.TiledRasterRDD method)
polygonal_sum() (geopyspark.geotrellis.rdd.TiledRasterRDD method)
PolynomialExpansion (class in pyspark.ml.feature)
posexplode() (in module pyspark.sql.functions)
pow() (in module pyspark.sql.functions)
PowerIterationClustering (class in pyspark.mllib.clustering)
PowerIterationClustering.Assignment (class in pyspark.mllib.clustering)
PowerIterationClusteringModel (class in pyspark.mllib.clustering)
pprint() (pyspark.streaming.DStream method)
pr (pyspark.ml.classification.BinaryLogisticRegressionSummary attribute)
(pyspark.ml.classification.BinaryLogisticRegressionTrainingSummary attribute)
precision() (pyspark.mllib.evaluation.MulticlassMetrics method)
precisionAt() (pyspark.mllib.evaluation.RankingMetrics method)
precisionByThreshold (pyspark.ml.classification.BinaryLogisticRegressionSummary attribute)
(pyspark.ml.classification.BinaryLogisticRegressionTrainingSummary attribute)
predict() (pyspark.ml.regression.AFTSurvivalRegressionModel method)
(pyspark.mllib.classification.LogisticRegressionModel method)
(pyspark.mllib.classification.NaiveBayesModel method)
(pyspark.mllib.classification.SVMModel method)
(pyspark.mllib.clustering.BisectingKMeansModel method)
(pyspark.mllib.clustering.GaussianMixtureModel method)
(pyspark.mllib.clustering.KMeansModel method)
(pyspark.mllib.recommendation.MatrixFactorizationModel method)
(pyspark.mllib.regression.IsotonicRegressionModel method)
(pyspark.mllib.regression.LassoModel method)
(pyspark.mllib.regression.LinearRegressionModel method)
(pyspark.mllib.regression.RidgeRegressionModel method)
(pyspark.mllib.tree.DecisionTreeModel method)
(pyspark.mllib.tree.GradientBoostedTreesModel method)
(pyspark.mllib.tree.RandomForestModel method)
predictAll() (pyspark.mllib.recommendation.MatrixFactorizationModel method)
predictionCol (pyspark.ml.classification.DecisionTreeClassifier attribute)
(pyspark.ml.classification.GBTClassifier attribute)
(pyspark.ml.classification.LogisticRegression attribute)
(pyspark.ml.classification.MultilayerPerceptronClassifier attribute)
(pyspark.ml.classification.NaiveBayes attribute)
(pyspark.ml.classification.OneVsRest attribute)
(pyspark.ml.classification.OneVsRestModel attribute)
(pyspark.ml.classification.RandomForestClassifier attribute)
(pyspark.ml.clustering.BisectingKMeans attribute)
(pyspark.ml.clustering.BisectingKMeansSummary attribute)
(pyspark.ml.clustering.GaussianMixture attribute)
(pyspark.ml.clustering.GaussianMixtureSummary attribute)
(pyspark.ml.clustering.KMeans attribute)
(pyspark.ml.evaluation.MulticlassClassificationEvaluator attribute)
(pyspark.ml.evaluation.RegressionEvaluator attribute)
(pyspark.ml.recommendation.ALS attribute)
(pyspark.ml.regression.AFTSurvivalRegression attribute)
(pyspark.ml.regression.DecisionTreeRegressor attribute)
(pyspark.ml.regression.GBTRegressor attribute)
(pyspark.ml.regression.GeneralizedLinearRegression attribute)
(pyspark.ml.regression.GeneralizedLinearRegressionSummary attribute)
(pyspark.ml.regression.GeneralizedLinearRegressionTrainingSummary attribute)
(pyspark.ml.regression.IsotonicRegression attribute)
(pyspark.ml.regression.LinearRegression attribute)
(pyspark.ml.regression.LinearRegressionSummary attribute)
(pyspark.ml.regression.LinearRegressionTrainingSummary attribute)
(pyspark.ml.regression.RandomForestRegressor attribute)
predictions (pyspark.ml.classification.BinaryLogisticRegressionSummary attribute)
(pyspark.ml.classification.BinaryLogisticRegressionTrainingSummary attribute)
(pyspark.ml.classification.LogisticRegressionSummary attribute)
(pyspark.ml.classification.LogisticRegressionTrainingSummary attribute)
(pyspark.ml.clustering.BisectingKMeansSummary attribute)
(pyspark.ml.clustering.GaussianMixtureSummary attribute)
(pyspark.ml.regression.GeneralizedLinearRegressionSummary attribute)
(pyspark.ml.regression.GeneralizedLinearRegressionTrainingSummary attribute)
(pyspark.ml.regression.IsotonicRegressionModel attribute)
(pyspark.ml.regression.LinearRegressionSummary attribute)
(pyspark.ml.regression.LinearRegressionTrainingSummary attribute)
predictOn() (pyspark.mllib.classification.StreamingLogisticRegressionWithSGD method)
(pyspark.mllib.clustering.StreamingKMeans method)
(pyspark.mllib.regression.StreamingLinearAlgorithm method)
(pyspark.mllib.regression.StreamingLinearRegressionWithSGD method)
predictOnValues() (pyspark.mllib.classification.StreamingLogisticRegressionWithSGD method)
(pyspark.mllib.clustering.StreamingKMeans method)
(pyspark.mllib.regression.StreamingLinearAlgorithm method)
(pyspark.mllib.regression.StreamingLinearRegressionWithSGD method)
predictQuantiles() (pyspark.ml.regression.AFTSurvivalRegressionModel method)
predictSoft() (pyspark.mllib.clustering.GaussianMixtureModel method)
PrefixSpan (class in pyspark.mllib.fpm)
PrefixSpan.FreqSequence (class in pyspark.mllib.fpm)
PrefixSpanModel (class in pyspark.mllib.fpm)
printSchema() (pyspark.sql.DataFrame method)
probability (pyspark.ml.clustering.GaussianMixtureSummary attribute)
probabilityCol (pyspark.ml.classification.BinaryLogisticRegressionSummary attribute)
(pyspark.ml.classification.BinaryLogisticRegressionTrainingSummary attribute)
(pyspark.ml.classification.DecisionTreeClassifier attribute)
(pyspark.ml.classification.LogisticRegression attribute)
(pyspark.ml.classification.LogisticRegressionSummary attribute)
(pyspark.ml.classification.LogisticRegressionTrainingSummary attribute)
(pyspark.ml.classification.NaiveBayes attribute)
(pyspark.ml.classification.RandomForestClassifier attribute)
(pyspark.ml.clustering.GaussianMixture attribute)
(pyspark.ml.clustering.GaussianMixtureSummary attribute)
processAllAvailable() (pyspark.sql.streaming.StreamingQuery method)
productFeatures() (pyspark.mllib.recommendation.MatrixFactorizationModel method)
profile() (pyspark.BasicProfiler method)
(pyspark.Profiler method)
Profiler (class in pyspark)
pValues (pyspark.ml.regression.GeneralizedLinearRegressionTrainingSummary attribute)
(pyspark.ml.regression.LinearRegressionSummary attribute)
(pyspark.ml.regression.LinearRegressionTrainingSummary attribute)
pyramid() (geopyspark.geotrellis.rdd.TiledRasterRDD method)
pysc (geopyspark.geopycontext.GeoPyContext attribute)
pyspark (module)
pyspark.ml (module)
pyspark.ml.classification (module)
pyspark.ml.clustering (module)
pyspark.ml.evaluation (module)
pyspark.ml.feature (module)
pyspark.ml.linalg (module)
pyspark.ml.param (module)
pyspark.ml.recommendation (module)
pyspark.ml.regression (module)
pyspark.ml.tuning (module)
pyspark.mllib.classification (module)
pyspark.mllib.clustering (module)
pyspark.mllib.evaluation (module)
pyspark.mllib.feature (module)
pyspark.mllib.fpm (module)
pyspark.mllib.linalg (module)
pyspark.mllib.linalg.distributed (module)
pyspark.mllib.random (module)
pyspark.mllib.recommendation (module)
pyspark.mllib.regression (module)
pyspark.mllib.stat (module)
pyspark.mllib.tree (module)
pyspark.mllib.util (module)
pyspark.sql (module)
pyspark.sql.functions (module)
pyspark.sql.streaming (module)
pyspark.sql.types (module)
pyspark.streaming (module)
pyspark.streaming.flume (module)
pyspark.streaming.kafka (module)
pyspark.streaming.kinesis (module)
Q
Q (pyspark.mllib.linalg.QRDecomposition attribute)
QRDecomposition (class in pyspark.mllib.linalg)
QuantileDiscretizer (class in pyspark.ml.feature)
quantileProbabilities (pyspark.ml.regression.AFTSurvivalRegression attribute)
quantilesCol (pyspark.ml.regression.AFTSurvivalRegression attribute)
quarter() (in module pyspark.sql.functions)
query() (in module geopyspark.geotrellis.catalog)
queryName() (pyspark.sql.streaming.DataStreamWriter method)
queueStream() (pyspark.streaming.StreamingContext method)
R
R (pyspark.mllib.linalg.QRDecomposition attribute)
r2 (pyspark.ml.regression.LinearRegressionSummary attribute)
(pyspark.ml.regression.LinearRegressionTrainingSummary attribute)
(pyspark.mllib.evaluation.RegressionMetrics attribute)
radians() (in module pyspark.sql.functions)
radius (geopyspark.geotrellis.neighborhoods.Circle attribute)
(geopyspark.geotrellis.neighborhoods.Wedge attribute)
rand() (in module pyspark.sql.functions)
randn() (in module pyspark.sql.functions)
RandomForest (class in pyspark.mllib.tree)
RandomForestClassificationModel (class in pyspark.ml.classification)
RandomForestClassifier (class in pyspark.ml.classification)
RandomForestModel (class in pyspark.mllib.tree)
RandomForestRegressionModel (class in pyspark.ml.regression)
RandomForestRegressor (class in pyspark.ml.regression)
RandomRDDs (class in pyspark.mllib.random)
randomSplit() (pyspark.RDD method)
(pyspark.sql.DataFrame method)
range() (pyspark.SparkContext method)
(pyspark.sql.SQLContext method)
(pyspark.sql.SparkSession method)
rangeBetween() (pyspark.sql.Window static method)
(pyspark.sql.WindowSpec method)
rank (pyspark.ml.recommendation.ALS attribute)
(pyspark.ml.recommendation.ALSModel attribute)
(pyspark.ml.regression.GeneralizedLinearRegressionSummary attribute)
(pyspark.ml.regression.GeneralizedLinearRegressionTrainingSummary attribute)
(pyspark.mllib.recommendation.MatrixFactorizationModel attribute)
rank() (in module pyspark.sql.functions)
RankingMetrics (class in pyspark.mllib.evaluation)
rasterize() (geopyspark.geotrellis.rdd.TiledRasterRDD class method)
RasterRDD (class in geopyspark.geotrellis.rdd)
Rating (class in pyspark.mllib.recommendation)
ratingCol (pyspark.ml.recommendation.ALS attribute)
rawPredictionCol (pyspark.ml.classification.DecisionTreeClassifier attribute)
(pyspark.ml.classification.LogisticRegression attribute)
(pyspark.ml.classification.NaiveBayes attribute)
(pyspark.ml.classification.RandomForestClassifier attribute)
(pyspark.ml.evaluation.BinaryClassificationEvaluator attribute)
RDD (class in pyspark)
rdd (pyspark.sql.DataFrame attribute)
rdd_type (geopyspark.geotrellis.rdd.RasterRDD attribute)
(geopyspark.geotrellis.rdd.TiledRasterRDD attribute)
read (pyspark.sql.SparkSession attribute)
(pyspark.sql.SQLContext attribute)
read() (in module geopyspark.geotrellis.catalog)
(pyspark.ml.Pipeline class method)
(pyspark.ml.PipelineModel class method)
(pyspark.ml.classification.DecisionTreeClassificationModel method)
(pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassificationModel method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.classification.LogisticRegressionModel method)
(pyspark.ml.classification.MultilayerPerceptronClassificationModel method)
(pyspark.ml.classification.MultilayerPerceptronClassifier method)
(pyspark.ml.classification.NaiveBayes method)
(pyspark.ml.classification.NaiveBayesModel method)
(pyspark.ml.classification.OneVsRest class method)
(pyspark.ml.classification.OneVsRestModel class method)
(pyspark.ml.classification.RandomForestClassificationModel method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.clustering.BisectingKMeans method)
(pyspark.ml.clustering.BisectingKMeansModel method)
(pyspark.ml.clustering.DistributedLDAModel method)
(pyspark.ml.clustering.GaussianMixture method)
(pyspark.ml.clustering.GaussianMixtureModel method)
(pyspark.ml.clustering.KMeans method)
(pyspark.ml.clustering.KMeansModel method)
(pyspark.ml.clustering.LDA method)
(pyspark.ml.clustering.LocalLDAModel method)
(pyspark.ml.evaluation.BinaryClassificationEvaluator method)
(pyspark.ml.evaluation.MulticlassClassificationEvaluator method)
(pyspark.ml.evaluation.RegressionEvaluator method)
(pyspark.ml.feature.Binarizer method)
(pyspark.ml.feature.Bucketizer method)
(pyspark.ml.feature.ChiSqSelector method)
(pyspark.ml.feature.ChiSqSelectorModel method)
(pyspark.ml.feature.CountVectorizer method)
(pyspark.ml.feature.CountVectorizerModel method)
(pyspark.ml.feature.DCT method)
(pyspark.ml.feature.ElementwiseProduct method)
(pyspark.ml.feature.HashingTF method)
(pyspark.ml.feature.IDF method)
(pyspark.ml.feature.IDFModel method)
(pyspark.ml.feature.IndexToString method)
(pyspark.ml.feature.MaxAbsScaler method)
(pyspark.ml.feature.MaxAbsScalerModel method)
(pyspark.ml.feature.MinMaxScaler method)
(pyspark.ml.feature.MinMaxScalerModel method)
(pyspark.ml.feature.NGram method)
(pyspark.ml.feature.Normalizer method)
(pyspark.ml.feature.OneHotEncoder method)
(pyspark.ml.feature.PCA method)
(pyspark.ml.feature.PCAModel method)
(pyspark.ml.feature.PolynomialExpansion method)
(pyspark.ml.feature.QuantileDiscretizer method)
(pyspark.ml.feature.RFormula method)
(pyspark.ml.feature.RFormulaModel method)
(pyspark.ml.feature.RegexTokenizer method)
(pyspark.ml.feature.SQLTransformer method)
(pyspark.ml.feature.StandardScaler method)
(pyspark.ml.feature.StandardScalerModel method)
(pyspark.ml.feature.StopWordsRemover method)
(pyspark.ml.feature.StringIndexer method)
(pyspark.ml.feature.StringIndexerModel method)
(pyspark.ml.feature.Tokenizer method)
(pyspark.ml.feature.VectorAssembler method)
(pyspark.ml.feature.VectorIndexer method)
(pyspark.ml.feature.VectorIndexerModel method)
(pyspark.ml.feature.VectorSlicer method)
(pyspark.ml.feature.Word2Vec method)
(pyspark.ml.feature.Word2VecModel method)
(pyspark.ml.recommendation.ALS method)
(pyspark.ml.recommendation.ALSModel method)
(pyspark.ml.regression.AFTSurvivalRegression method)
(pyspark.ml.regression.AFTSurvivalRegressionModel method)
(pyspark.ml.regression.DecisionTreeRegressionModel method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressionModel method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
(pyspark.ml.regression.GeneralizedLinearRegressionModel method)
(pyspark.ml.regression.IsotonicRegression method)
(pyspark.ml.regression.IsotonicRegressionModel method)
(pyspark.ml.regression.LinearRegression method)
(pyspark.ml.regression.LinearRegressionModel method)
(pyspark.ml.regression.RandomForestRegressionModel method)
(pyspark.ml.regression.RandomForestRegressor method)
read_layer_metadata() (in module geopyspark.geotrellis.catalog)
read_value() (in module geopyspark.geotrellis.catalog)
readStream (pyspark.sql.SparkSession attribute)
(pyspark.sql.SQLContext attribute)
recall() (pyspark.mllib.evaluation.MulticlassMetrics method)
recallByThreshold (pyspark.ml.classification.BinaryLogisticRegressionSummary attribute)
(pyspark.ml.classification.BinaryLogisticRegressionTrainingSummary attribute)
recentProgress (pyspark.sql.streaming.StreamingQuery attribute)
reclassify() (geopyspark.geotrellis.rdd.RasterRDD method)
(geopyspark.geotrellis.rdd.TiledRasterRDD method)
recommendProducts() (pyspark.mllib.recommendation.MatrixFactorizationModel method)
recommendProductsForUsers() (pyspark.mllib.recommendation.MatrixFactorizationModel method)
recommendUsers() (pyspark.mllib.recommendation.MatrixFactorizationModel method)
recommendUsersForProducts() (pyspark.mllib.recommendation.MatrixFactorizationModel method)
reduce() (pyspark.RDD method)
(pyspark.streaming.DStream method)
reduceByKey() (pyspark.RDD method)
(pyspark.streaming.DStream method)
reduceByKeyAndWindow() (pyspark.streaming.DStream method)
reduceByKeyLocally() (pyspark.RDD method)
reduceByWindow() (pyspark.streaming.DStream method)
refreshTable() (pyspark.sql.HiveContext method)
regexp_extract() (in module pyspark.sql.functions)
regexp_replace() (in module pyspark.sql.functions)
RegexTokenizer (class in pyspark.ml.feature)
register() (pyspark.sql.UDFRegistration method)
registerDataFrameAsTable() (pyspark.sql.SQLContext method)
registerFunction() (pyspark.sql.SQLContext method)
registerJavaFunction() (pyspark.sql.SQLContext method)
registerTempTable() (pyspark.sql.DataFrame method)
regParam (pyspark.ml.classification.LogisticRegression attribute)
(pyspark.ml.recommendation.ALS attribute)
(pyspark.ml.regression.GeneralizedLinearRegression attribute)
(pyspark.ml.regression.LinearRegression attribute)
RegressionEvaluator (class in pyspark.ml.evaluation)
RegressionMetrics (class in pyspark.mllib.evaluation)
relativeError (pyspark.ml.feature.QuantileDiscretizer attribute)
remember() (pyspark.streaming.StreamingContext method)
repartition() (pyspark.RDD method)
(pyspark.sql.DataFrame method)
(pyspark.streaming.DStream method)
repartitionAndSortWithinPartitions() (pyspark.RDD method)
repeat() (in module pyspark.sql.functions)
replace() (pyspark.sql.DataFrame method)
(pyspark.sql.DataFrameNaFunctions method)
reproject() (geopyspark.geotrellis.rdd.RasterRDD method)
(geopyspark.geotrellis.rdd.TiledRasterRDD method)
RESAMPLE_METHODS (in module geopyspark.geotrellis.constants)
resetTerminated() (pyspark.sql.streaming.StreamingQueryManager method)
residualDegreeOfFreedom (pyspark.ml.regression.GeneralizedLinearRegressionSummary attribute)
(pyspark.ml.regression.GeneralizedLinearRegressionTrainingSummary attribute)
residualDegreeOfFreedomNull (pyspark.ml.regression.GeneralizedLinearRegressionSummary attribute)
(pyspark.ml.regression.GeneralizedLinearRegressionTrainingSummary attribute)
residuals (pyspark.ml.regression.LinearRegressionSummary attribute)
(pyspark.ml.regression.LinearRegressionTrainingSummary attribute)
residuals() (pyspark.ml.regression.GeneralizedLinearRegressionSummary method)
(pyspark.ml.regression.GeneralizedLinearRegressionTrainingSummary method)
reverse() (in module pyspark.sql.functions)
RFormula (class in pyspark.ml.feature)
RFormulaModel (class in pyspark.ml.feature)
RidgeRegressionModel (class in pyspark.mllib.regression)
RidgeRegressionWithSGD (class in pyspark.mllib.regression)
rightOuterJoin() (pyspark.RDD method)
(pyspark.streaming.DStream method)
rint() (in module pyspark.sql.functions)
rlike() (pyspark.sql.Column method)
roc (pyspark.ml.classification.BinaryLogisticRegressionSummary attribute)
(pyspark.ml.classification.BinaryLogisticRegressionTrainingSummary attribute)
rollup() (pyspark.sql.DataFrame method)
rootMeanSquaredError (pyspark.ml.regression.LinearRegressionSummary attribute)
(pyspark.ml.regression.LinearRegressionTrainingSummary attribute)
(pyspark.mllib.evaluation.RegressionMetrics attribute)
round() (in module pyspark.sql.functions)
Row (class in pyspark.sql)
row_number() (in module pyspark.sql.functions)
ROWMAJOR (in module geopyspark.geotrellis.constants)
RowMatrix (class in pyspark.mllib.linalg.distributed)
rows (pyspark.mllib.linalg.distributed.IndexedRowMatrix attribute)
(pyspark.mllib.linalg.distributed.RowMatrix attribute)
rowsBetween() (pyspark.sql.Window static method)
(pyspark.sql.WindowSpec method)
rowsPerBlock (pyspark.mllib.linalg.distributed.BlockMatrix attribute)
rpad() (in module pyspark.sql.functions)
rtrim() (in module pyspark.sql.functions)
runId (pyspark.sql.streaming.StreamingQuery attribute)
runJob() (pyspark.SparkContext method)
S
sample() (pyspark.RDD method)
(pyspark.sql.DataFrame method)
sampleBy() (pyspark.sql.DataFrame method)
(pyspark.sql.DataFrameStatFunctions method)
sampleByKey() (pyspark.RDD method)
sampleStdev() (pyspark.RDD method)
sampleVariance() (pyspark.RDD method)
save() (pyspark.ml.classification.DecisionTreeClassificationModel method)
(pyspark.ml.Pipeline method)
(pyspark.ml.PipelineModel method)
(pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassificationModel method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.classification.LogisticRegressionModel method)
(pyspark.ml.classification.MultilayerPerceptronClassificationModel method)
(pyspark.ml.classification.MultilayerPerceptronClassifier method)
(pyspark.ml.classification.NaiveBayes method)
(pyspark.ml.classification.NaiveBayesModel method)
(pyspark.ml.classification.OneVsRest method)
(pyspark.ml.classification.OneVsRestModel method)
(pyspark.ml.classification.RandomForestClassificationModel method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.clustering.BisectingKMeans method)
(pyspark.ml.clustering.BisectingKMeansModel method)
(pyspark.ml.clustering.DistributedLDAModel method)
(pyspark.ml.clustering.GaussianMixture method)
(pyspark.ml.clustering.GaussianMixtureModel method)
(pyspark.ml.clustering.KMeans method)
(pyspark.ml.clustering.KMeansModel method)
(pyspark.ml.clustering.LDA method)
(pyspark.ml.clustering.LocalLDAModel method)
(pyspark.ml.evaluation.BinaryClassificationEvaluator method)
(pyspark.ml.evaluation.MulticlassClassificationEvaluator method)
(pyspark.ml.evaluation.RegressionEvaluator method)
(pyspark.ml.feature.Binarizer method)
(pyspark.ml.feature.Bucketizer method)
(pyspark.ml.feature.ChiSqSelector method)
(pyspark.ml.feature.ChiSqSelectorModel method)
(pyspark.ml.feature.CountVectorizer method)
(pyspark.ml.feature.CountVectorizerModel method)
(pyspark.ml.feature.DCT method)
(pyspark.ml.feature.ElementwiseProduct method)
(pyspark.ml.feature.HashingTF method)
(pyspark.ml.feature.IDF method)
(pyspark.ml.feature.IDFModel method)
(pyspark.ml.feature.IndexToString method)
(pyspark.ml.feature.MaxAbsScaler method)
(pyspark.ml.feature.MaxAbsScalerModel method)
(pyspark.ml.feature.MinMaxScaler method)
(pyspark.ml.feature.MinMaxScalerModel method)
(pyspark.ml.feature.NGram method)
(pyspark.ml.feature.Normalizer method)
(pyspark.ml.feature.OneHotEncoder method)
(pyspark.ml.feature.PCA method)
(pyspark.ml.feature.PCAModel method)
(pyspark.ml.feature.PolynomialExpansion method)
(pyspark.ml.feature.QuantileDiscretizer method)
(pyspark.ml.feature.RFormula method)
(pyspark.ml.feature.RFormulaModel method)
(pyspark.ml.feature.RegexTokenizer method)
(pyspark.ml.feature.SQLTransformer method)
(pyspark.ml.feature.StandardScaler method)
(pyspark.ml.feature.StandardScalerModel method)
(pyspark.ml.feature.StopWordsRemover method)
(pyspark.ml.feature.StringIndexer method)
(pyspark.ml.feature.StringIndexerModel method)
(pyspark.ml.feature.Tokenizer method)
(pyspark.ml.feature.VectorAssembler method)
(pyspark.ml.feature.VectorIndexer method)
(pyspark.ml.feature.VectorIndexerModel method)
(pyspark.ml.feature.VectorSlicer method)
(pyspark.ml.feature.Word2Vec method)
(pyspark.ml.feature.Word2VecModel method)
(pyspark.ml.recommendation.ALS method)
(pyspark.ml.recommendation.ALSModel method)
(pyspark.ml.regression.AFTSurvivalRegression method)
(pyspark.ml.regression.AFTSurvivalRegressionModel method)
(pyspark.ml.regression.DecisionTreeRegressionModel method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressionModel method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
(pyspark.ml.regression.GeneralizedLinearRegressionModel method)
(pyspark.ml.regression.IsotonicRegression method)
(pyspark.ml.regression.IsotonicRegressionModel method)
(pyspark.ml.regression.LinearRegression method)
(pyspark.ml.regression.LinearRegressionModel method)
(pyspark.ml.regression.RandomForestRegressionModel method)
(pyspark.ml.regression.RandomForestRegressor method)
(pyspark.mllib.classification.LogisticRegressionModel method)
(pyspark.mllib.classification.NaiveBayesModel method)
(pyspark.mllib.classification.SVMModel method)
(pyspark.mllib.clustering.KMeansModel method)
(pyspark.mllib.regression.IsotonicRegressionModel method)
(pyspark.mllib.regression.LassoModel method)
(pyspark.mllib.regression.LinearRegressionModel method)
(pyspark.mllib.regression.RidgeRegressionModel method)
(pyspark.mllib.tree.DecisionTreeModel method)
(pyspark.mllib.tree.GradientBoostedTreesModel method)
(pyspark.mllib.tree.RandomForestModel method)
(pyspark.mllib.util.JavaSaveable method)
(pyspark.mllib.util.Saveable method)
(pyspark.sql.DataFrameWriter method)
Saveable (class in pyspark.mllib.util)
saveAsHadoopDataset() (pyspark.RDD method)
saveAsHadoopFile() (pyspark.RDD method)
saveAsLibSVMFile() (pyspark.mllib.util.MLUtils static method)
saveAsNewAPIHadoopDataset() (pyspark.RDD method)
saveAsNewAPIHadoopFile() (pyspark.RDD method)
saveAsPickleFile() (pyspark.RDD method)
saveAsSequenceFile() (pyspark.RDD method)
saveAsTable() (pyspark.sql.DataFrameWriter method)
saveAsTextFile() (pyspark.RDD method)
saveAsTextFiles() (pyspark.streaming.DStream method)
sc (geopyspark.geopycontext.GeoPyContext attribute)
scale (pyspark.ml.regression.AFTSurvivalRegressionModel attribute)
scalingVec (pyspark.ml.feature.ElementwiseProduct attribute)
schema (geopyspark.geopycontext.AvroSerializer attribute)
(pyspark.sql.DataFrame attribute)
schema() (pyspark.sql.DataFrameReader method)
(pyspark.sql.streaming.DataStreamReader method)
schema_dict (geopyspark.geopycontext.AvroSerializer attribute)
second() (in module pyspark.sql.functions)
SECONDS (in module geopyspark.geotrellis.constants)
seed (pyspark.ml.classification.DecisionTreeClassifier attribute)
(pyspark.ml.classification.GBTClassifier attribute)
(pyspark.ml.classification.MultilayerPerceptronClassifier attribute)
(pyspark.ml.classification.RandomForestClassifier attribute)
(pyspark.ml.clustering.BisectingKMeans attribute)
(pyspark.ml.clustering.GaussianMixture attribute)
(pyspark.ml.clustering.KMeans attribute)
(pyspark.ml.clustering.LDA attribute)
(pyspark.ml.feature.Word2Vec attribute)
(pyspark.ml.recommendation.ALS attribute)
(pyspark.ml.regression.DecisionTreeRegressor attribute)
(pyspark.ml.regression.GBTRegressor attribute)
(pyspark.ml.regression.RandomForestRegressor attribute)
(pyspark.ml.tuning.CrossValidator attribute)
(pyspark.ml.tuning.CrossValidatorModel attribute)
(pyspark.ml.tuning.TrainValidationSplit attribute)
(pyspark.ml.tuning.TrainValidationSplitModel attribute)
select() (pyspark.sql.DataFrame method)
selectedFeatures (pyspark.ml.feature.ChiSqSelectorModel attribute)
selectExpr() (pyspark.sql.DataFrame method)
selectorType (pyspark.ml.feature.ChiSqSelector attribute)
sequenceFile() (pyspark.SparkContext method)
set() (pyspark.SparkConf method)
setAggregationDepth() (pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.regression.AFTSurvivalRegression method)
(pyspark.ml.regression.LinearRegression method)
setAll() (pyspark.SparkConf method)
setAlpha() (pyspark.ml.recommendation.ALS method)
setAppName() (pyspark.SparkConf method)
setBandwidth() (pyspark.mllib.stat.KernelDensity method)
setBinary() (pyspark.ml.feature.CountVectorizer method)
(pyspark.ml.feature.HashingTF method)
(pyspark.mllib.feature.HashingTF method)
setBlockSize() (pyspark.ml.classification.MultilayerPerceptronClassifier method)
setCacheNodeIds() (pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.RandomForestRegressor method)
setCaseSensitive() (pyspark.ml.feature.StopWordsRemover method)
setCensorCol() (pyspark.ml.regression.AFTSurvivalRegression method)
setCheckpointDir() (pyspark.SparkContext method)
setCheckpointInterval() (pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.clustering.LDA method)
(pyspark.ml.recommendation.ALS method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.RandomForestRegressor method)
setClassifier() (pyspark.ml.classification.OneVsRest method)
(pyspark.ml.classification.OneVsRestModel method)
setConf() (pyspark.sql.SQLContext method)
setDecayFactor() (pyspark.mllib.clustering.StreamingKMeans method)
setDegree() (pyspark.ml.feature.PolynomialExpansion method)
setDocConcentration() (pyspark.ml.clustering.LDA method)
setDropLast() (pyspark.ml.feature.OneHotEncoder method)
setElasticNetParam() (pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.regression.LinearRegression method)
setEstimator() (pyspark.ml.tuning.CrossValidator method)
(pyspark.ml.tuning.CrossValidatorModel method)
(pyspark.ml.tuning.TrainValidationSplit method)
(pyspark.ml.tuning.TrainValidationSplitModel method)
setEstimatorParamMaps() (pyspark.ml.tuning.CrossValidator method)
(pyspark.ml.tuning.CrossValidatorModel method)
(pyspark.ml.tuning.TrainValidationSplit method)
(pyspark.ml.tuning.TrainValidationSplitModel method)
setEvaluator() (pyspark.ml.tuning.CrossValidator method)
(pyspark.ml.tuning.CrossValidatorModel method)
(pyspark.ml.tuning.TrainValidationSplit method)
(pyspark.ml.tuning.TrainValidationSplitModel method)
setExecutorEnv() (pyspark.SparkConf method)
setFamily() (pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
setFeatureIndex() (pyspark.ml.regression.IsotonicRegression method)
setFeaturesCol() (pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.classification.MultilayerPerceptronClassifier method)
(pyspark.ml.classification.NaiveBayes method)
(pyspark.ml.classification.OneVsRest method)
(pyspark.ml.classification.OneVsRestModel method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.clustering.BisectingKMeans method)
(pyspark.ml.clustering.GaussianMixture method)
(pyspark.ml.clustering.KMeans method)
(pyspark.ml.clustering.LDA method)
(pyspark.ml.feature.ChiSqSelector method)
(pyspark.ml.feature.RFormula method)
(pyspark.ml.regression.AFTSurvivalRegression method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
(pyspark.ml.regression.IsotonicRegression method)
(pyspark.ml.regression.LinearRegression method)
(pyspark.ml.regression.RandomForestRegressor method)
setFeatureSubsetStrategy() (pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.regression.RandomForestRegressor method)
setFinalStorageLevel() (pyspark.ml.recommendation.ALS method)
setFitIntercept() (pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.regression.AFTSurvivalRegression method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
(pyspark.ml.regression.LinearRegression method)
setForceIndexLabel() (pyspark.ml.feature.RFormula method)
setFormula() (pyspark.ml.feature.RFormula method)
setFpr() (pyspark.ml.feature.ChiSqSelector method)
(pyspark.mllib.feature.ChiSqSelector method)
setGaps() (pyspark.ml.feature.RegexTokenizer method)
setHalfLife() (pyspark.mllib.clustering.StreamingKMeans method)
setHandleInvalid() (pyspark.ml.feature.Bucketizer method)
(pyspark.ml.feature.QuantileDiscretizer method)
(pyspark.ml.feature.StringIndexer method)
setIfMissing() (pyspark.SparkConf method)
setImplicitPrefs() (pyspark.ml.recommendation.ALS method)
setImpurity() (pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.RandomForestRegressor method)
setIndices() (pyspark.ml.feature.VectorSlicer method)
setInitialCenters() (pyspark.mllib.clustering.StreamingKMeans method)
setInitialWeights() (pyspark.ml.classification.MultilayerPerceptronClassifier method)
(pyspark.mllib.classification.StreamingLogisticRegressionWithSGD method)
(pyspark.mllib.regression.StreamingLinearRegressionWithSGD method)
setInitMode() (pyspark.ml.clustering.KMeans method)
setInitSteps() (pyspark.ml.clustering.KMeans method)
setInputCol() (pyspark.ml.feature.Binarizer method)
(pyspark.ml.feature.Bucketizer method)
(pyspark.ml.feature.CountVectorizer method)
(pyspark.ml.feature.DCT method)
(pyspark.ml.feature.ElementwiseProduct method)
(pyspark.ml.feature.HashingTF method)
(pyspark.ml.feature.IDF method)
(pyspark.ml.feature.IndexToString method)
(pyspark.ml.feature.MaxAbsScaler method)
(pyspark.ml.feature.MinMaxScaler method)
(pyspark.ml.feature.NGram method)
(pyspark.ml.feature.Normalizer method)
(pyspark.ml.feature.OneHotEncoder method)
(pyspark.ml.feature.PCA method)
(pyspark.ml.feature.PolynomialExpansion method)
(pyspark.ml.feature.QuantileDiscretizer method)
(pyspark.ml.feature.RegexTokenizer method)
(pyspark.ml.feature.StandardScaler method)
(pyspark.ml.feature.StopWordsRemover method)
(pyspark.ml.feature.StringIndexer method)
(pyspark.ml.feature.Tokenizer method)
(pyspark.ml.feature.VectorIndexer method)
(pyspark.ml.feature.VectorSlicer method)
(pyspark.ml.feature.Word2Vec method)
setInputCols() (pyspark.ml.feature.VectorAssembler method)
setIntermediateStorageLevel() (pyspark.ml.recommendation.ALS method)
setInverse() (pyspark.ml.feature.DCT method)
setIsotonic() (pyspark.ml.regression.IsotonicRegression method)
setItemCol() (pyspark.ml.recommendation.ALS method)
setJobGroup() (pyspark.SparkContext method)
setK() (pyspark.ml.clustering.BisectingKMeans method)
(pyspark.ml.clustering.GaussianMixture method)
(pyspark.ml.clustering.KMeans method)
(pyspark.ml.clustering.LDA method)
(pyspark.ml.feature.PCA method)
(pyspark.mllib.clustering.StreamingKMeans method)
setKeepLastCheckpoint() (pyspark.ml.clustering.LDA method)
setLabelCol() (pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.classification.MultilayerPerceptronClassifier method)
(pyspark.ml.classification.NaiveBayes method)
(pyspark.ml.classification.OneVsRest method)
(pyspark.ml.classification.OneVsRestModel method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.evaluation.BinaryClassificationEvaluator method)
(pyspark.ml.evaluation.MulticlassClassificationEvaluator method)
(pyspark.ml.evaluation.RegressionEvaluator method)
(pyspark.ml.feature.ChiSqSelector method)
(pyspark.ml.feature.RFormula method)
(pyspark.ml.regression.AFTSurvivalRegression method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
(pyspark.ml.regression.IsotonicRegression method)
(pyspark.ml.regression.LinearRegression method)
(pyspark.ml.regression.RandomForestRegressor method)
setLabels() (pyspark.ml.feature.IndexToString method)
setLayers() (pyspark.ml.classification.MultilayerPerceptronClassifier method)
setLearningDecay() (pyspark.ml.clustering.LDA method)
setLearningOffset() (pyspark.ml.clustering.LDA method)
setLearningRate() (pyspark.mllib.feature.Word2Vec method)
setLink() (pyspark.ml.regression.GeneralizedLinearRegression method)
setLinkPredictionCol() (pyspark.ml.regression.GeneralizedLinearRegression method)
setLocalProperty() (pyspark.SparkContext method)
setLogLevel() (pyspark.SparkContext method)
setLossType() (pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.regression.GBTRegressor method)
setMaster() (pyspark.SparkConf method)
setMax() (pyspark.ml.feature.MinMaxScaler method)
setMaxBins() (pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.RandomForestRegressor method)
setMaxCategories() (pyspark.ml.feature.VectorIndexer method)
setMaxDepth() (pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.RandomForestRegressor method)
setMaxIter() (pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.classification.MultilayerPerceptronClassifier method)
(pyspark.ml.clustering.BisectingKMeans method)
(pyspark.ml.clustering.GaussianMixture method)
(pyspark.ml.clustering.KMeans method)
(pyspark.ml.clustering.LDA method)
(pyspark.ml.feature.Word2Vec method)
(pyspark.ml.recommendation.ALS method)
(pyspark.ml.regression.AFTSurvivalRegression method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
(pyspark.ml.regression.LinearRegression method)
setMaxMemoryInMB() (pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.RandomForestRegressor method)
setMaxSentenceLength() (pyspark.ml.feature.Word2Vec method)
setMetricName() (pyspark.ml.evaluation.BinaryClassificationEvaluator method)
(pyspark.ml.evaluation.MulticlassClassificationEvaluator method)
(pyspark.ml.evaluation.RegressionEvaluator method)
setMin() (pyspark.ml.feature.MinMaxScaler method)
setMinCount() (pyspark.ml.feature.Word2Vec method)
(pyspark.mllib.feature.Word2Vec method)
setMinDF() (pyspark.ml.feature.CountVectorizer method)
setMinDivisibleClusterSize() (pyspark.ml.clustering.BisectingKMeans method)
setMinDocFreq() (pyspark.ml.feature.IDF method)
setMinInfoGain() (pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.RandomForestRegressor method)
setMinInstancesPerNode() (pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.RandomForestRegressor method)
setMinTF() (pyspark.ml.feature.CountVectorizer method)
setMinTokenLength() (pyspark.ml.feature.RegexTokenizer method)
setModelType() (pyspark.ml.classification.NaiveBayes method)
setN() (pyspark.ml.feature.NGram method)
setName() (pyspark.RDD method)
setNames() (pyspark.ml.feature.VectorSlicer method)
setNonnegative() (pyspark.ml.recommendation.ALS method)
setNumBlocks() (pyspark.ml.recommendation.ALS method)
setNumBuckets() (pyspark.ml.feature.QuantileDiscretizer method)
setNumFeatures() (pyspark.ml.feature.HashingTF method)
setNumFolds() (pyspark.ml.tuning.CrossValidator method)
setNumItemBlocks() (pyspark.ml.recommendation.ALS method)
setNumIterations() (pyspark.mllib.feature.Word2Vec method)
setNumPartitions() (pyspark.ml.feature.Word2Vec method)
(pyspark.mllib.feature.Word2Vec method)
setNumTopFeatures() (pyspark.ml.feature.ChiSqSelector method)
(pyspark.mllib.feature.ChiSqSelector method)
setNumTrees() (pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.regression.RandomForestRegressor method)
setNumUserBlocks() (pyspark.ml.recommendation.ALS method)
setOptimizeDocConcentration() (pyspark.ml.clustering.LDA method)
setOptimizer() (pyspark.ml.clustering.LDA method)
setOutputCol() (pyspark.ml.feature.Binarizer method)
(pyspark.ml.feature.Bucketizer method)
(pyspark.ml.feature.ChiSqSelector method)
(pyspark.ml.feature.CountVectorizer method)
(pyspark.ml.feature.DCT method)
(pyspark.ml.feature.ElementwiseProduct method)
(pyspark.ml.feature.HashingTF method)
(pyspark.ml.feature.IDF method)
(pyspark.ml.feature.IndexToString method)
(pyspark.ml.feature.MaxAbsScaler method)
(pyspark.ml.feature.MinMaxScaler method)
(pyspark.ml.feature.NGram method)
(pyspark.ml.feature.Normalizer method)
(pyspark.ml.feature.OneHotEncoder method)
(pyspark.ml.feature.PCA method)
(pyspark.ml.feature.PolynomialExpansion method)
(pyspark.ml.feature.QuantileDiscretizer method)
(pyspark.ml.feature.RegexTokenizer method)
(pyspark.ml.feature.StandardScaler method)
(pyspark.ml.feature.StopWordsRemover method)
(pyspark.ml.feature.StringIndexer method)
(pyspark.ml.feature.Tokenizer method)
(pyspark.ml.feature.VectorAssembler method)
(pyspark.ml.feature.VectorIndexer method)
(pyspark.ml.feature.VectorSlicer method)
(pyspark.ml.feature.Word2Vec method)
setP() (pyspark.ml.feature.Normalizer method)
setParams() (pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.Pipeline method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.classification.MultilayerPerceptronClassifier method)
(pyspark.ml.classification.NaiveBayes method)
(pyspark.ml.classification.OneVsRest method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.clustering.BisectingKMeans method)
(pyspark.ml.clustering.GaussianMixture method)
(pyspark.ml.clustering.KMeans method)
(pyspark.ml.clustering.LDA method)
(pyspark.ml.evaluation.BinaryClassificationEvaluator method)
(pyspark.ml.evaluation.MulticlassClassificationEvaluator method)
(pyspark.ml.evaluation.RegressionEvaluator method)
(pyspark.ml.feature.Binarizer method)
(pyspark.ml.feature.Bucketizer method)
(pyspark.ml.feature.ChiSqSelector method)
(pyspark.ml.feature.CountVectorizer method)
(pyspark.ml.feature.DCT method)
(pyspark.ml.feature.ElementwiseProduct method)
(pyspark.ml.feature.HashingTF method)
(pyspark.ml.feature.IDF method)
(pyspark.ml.feature.IndexToString method)
(pyspark.ml.feature.MaxAbsScaler method)
(pyspark.ml.feature.MinMaxScaler method)
(pyspark.ml.feature.NGram method)
(pyspark.ml.feature.Normalizer method)
(pyspark.ml.feature.OneHotEncoder method)
(pyspark.ml.feature.PCA method)
(pyspark.ml.feature.PolynomialExpansion method)
(pyspark.ml.feature.QuantileDiscretizer method)
(pyspark.ml.feature.RFormula method)
(pyspark.ml.feature.RegexTokenizer method)
(pyspark.ml.feature.SQLTransformer method)
(pyspark.ml.feature.StandardScaler method)
(pyspark.ml.feature.StopWordsRemover method)
(pyspark.ml.feature.StringIndexer method)
(pyspark.ml.feature.Tokenizer method)
(pyspark.ml.feature.VectorAssembler method)
(pyspark.ml.feature.VectorIndexer method)
(pyspark.ml.feature.VectorSlicer method)
(pyspark.ml.feature.Word2Vec method)
(pyspark.ml.recommendation.ALS method)
(pyspark.ml.regression.AFTSurvivalRegression method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
(pyspark.ml.regression.IsotonicRegression method)
(pyspark.ml.regression.LinearRegression method)
(pyspark.ml.regression.RandomForestRegressor method)
(pyspark.ml.tuning.CrossValidator method)
(pyspark.ml.tuning.TrainValidationSplit method)
setPattern() (pyspark.ml.feature.RegexTokenizer method)
setPercentile() (pyspark.ml.feature.ChiSqSelector method)
(pyspark.mllib.feature.ChiSqSelector method)
setPredictionCol() (pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.classification.MultilayerPerceptronClassifier method)
(pyspark.ml.classification.NaiveBayes method)
(pyspark.ml.classification.OneVsRest method)
(pyspark.ml.classification.OneVsRestModel method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.clustering.BisectingKMeans method)
(pyspark.ml.clustering.GaussianMixture method)
(pyspark.ml.clustering.KMeans method)
(pyspark.ml.evaluation.MulticlassClassificationEvaluator method)
(pyspark.ml.evaluation.RegressionEvaluator method)
(pyspark.ml.recommendation.ALS method)
(pyspark.ml.regression.AFTSurvivalRegression method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
(pyspark.ml.regression.IsotonicRegression method)
(pyspark.ml.regression.LinearRegression method)
(pyspark.ml.regression.RandomForestRegressor method)
setProbabilityCol() (pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.classification.NaiveBayes method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.clustering.GaussianMixture method)
setQuantileProbabilities() (pyspark.ml.regression.AFTSurvivalRegression method)
setQuantilesCol() (pyspark.ml.regression.AFTSurvivalRegression method)
setRandomCenters() (pyspark.mllib.clustering.StreamingKMeans method)
setRank() (pyspark.ml.recommendation.ALS method)
setRatingCol() (pyspark.ml.recommendation.ALS method)
setRawPredictionCol() (pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.classification.NaiveBayes method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.evaluation.BinaryClassificationEvaluator method)
setRegParam() (pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.recommendation.ALS method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
(pyspark.ml.regression.LinearRegression method)
setRelativeError() (pyspark.ml.feature.QuantileDiscretizer method)
setSample() (pyspark.mllib.stat.KernelDensity method)
setScalingVec() (pyspark.ml.feature.ElementwiseProduct method)
setSeed() (pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.MultilayerPerceptronClassifier method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.clustering.BisectingKMeans method)
(pyspark.ml.clustering.GaussianMixture method)
(pyspark.ml.clustering.KMeans method)
(pyspark.ml.clustering.LDA method)
(pyspark.ml.feature.Word2Vec method)
(pyspark.ml.recommendation.ALS method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.RandomForestRegressor method)
(pyspark.ml.tuning.CrossValidator method)
(pyspark.ml.tuning.CrossValidatorModel method)
(pyspark.ml.tuning.TrainValidationSplit method)
(pyspark.ml.tuning.TrainValidationSplitModel method)
(pyspark.mllib.feature.Word2Vec method)
setSelectorType() (pyspark.ml.feature.ChiSqSelector method)
(pyspark.mllib.feature.ChiSqSelector method)
setSmoothing() (pyspark.ml.classification.NaiveBayes method)
setSolver() (pyspark.ml.classification.MultilayerPerceptronClassifier method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
(pyspark.ml.regression.LinearRegression method)
setSparkHome() (pyspark.SparkConf method)
setSplits() (pyspark.ml.feature.Bucketizer method)
setStages() (pyspark.ml.Pipeline method)
setStandardization() (pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.regression.LinearRegression method)
setStatement() (pyspark.ml.feature.SQLTransformer method)
setStepSize() (pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.MultilayerPerceptronClassifier method)
(pyspark.ml.feature.Word2Vec method)
(pyspark.ml.regression.GBTRegressor method)
setStopWords() (pyspark.ml.feature.StopWordsRemover method)
setSubsamplingRate() (pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.clustering.LDA method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.RandomForestRegressor method)
setSystemProperty() (pyspark.SparkContext class method)
setThreshold() (pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.feature.Binarizer method)
(pyspark.mllib.classification.LogisticRegressionModel method)
(pyspark.mllib.classification.SVMModel method)
setThresholds() (pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.classification.NaiveBayes method)
setTol() (pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.classification.MultilayerPerceptronClassifier method)
(pyspark.ml.clustering.GaussianMixture method)
(pyspark.ml.clustering.KMeans method)
(pyspark.ml.regression.AFTSurvivalRegression method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
(pyspark.ml.regression.LinearRegression method)
setToLowercase() (pyspark.ml.feature.RegexTokenizer method)
setTopicConcentration() (pyspark.ml.clustering.LDA method)
setTopicDistributionCol() (pyspark.ml.clustering.LDA method)
setTrainRatio() (pyspark.ml.tuning.TrainValidationSplit method)
setUserCol() (pyspark.ml.recommendation.ALS method)
setVarianceCol() (pyspark.ml.regression.DecisionTreeRegressor method)
setVectorSize() (pyspark.ml.feature.Word2Vec method)
(pyspark.mllib.feature.Word2Vec method)
setVocabSize() (pyspark.ml.feature.CountVectorizer method)
setWeightCol() (pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.classification.NaiveBayes method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
(pyspark.ml.regression.IsotonicRegression method)
(pyspark.ml.regression.LinearRegression method)
setWindowSize() (pyspark.ml.feature.Word2Vec method)
(pyspark.mllib.feature.Word2Vec method)
setWithMean() (pyspark.ml.feature.StandardScaler method)
(pyspark.mllib.feature.StandardScalerModel method)
setWithStd() (pyspark.ml.feature.StandardScaler method)
(pyspark.mllib.feature.StandardScalerModel method)
sha1() (in module pyspark.sql.functions)
sha2() (in module pyspark.sql.functions)
shiftLeft() (in module pyspark.sql.functions)
shiftRight() (in module pyspark.sql.functions)
shiftRightUnsigned() (in module pyspark.sql.functions)
ShortType (class in pyspark.sql.types)
show() (pyspark.Profiler method)
(pyspark.sql.DataFrame method)
show_profiles() (pyspark.SparkContext method)
signum() (in module pyspark.sql.functions)
simpleString() (pyspark.sql.types.ArrayType method)
(pyspark.sql.types.ByteType method)
(pyspark.sql.types.DataType method)
(pyspark.sql.types.DecimalType method)
(pyspark.sql.types.IntegerType method)
(pyspark.sql.types.LongType method)
(pyspark.sql.types.MapType method)
(pyspark.sql.types.ShortType method)
(pyspark.sql.types.StructField method)
(pyspark.sql.types.StructType method)
sin() (in module pyspark.sql.functions)
sinh() (in module pyspark.sql.functions)
size (pyspark.ml.linalg.SparseVector attribute)
(pyspark.mllib.linalg.SparseVector attribute)
size() (in module pyspark.sql.functions)
skewness() (in module pyspark.sql.functions)
slice() (pyspark.streaming.DStream method)
SLOPE (in module geopyspark.geotrellis.constants)
smoothing (pyspark.ml.classification.NaiveBayes attribute)
socketTextStream() (pyspark.streaming.StreamingContext method)
solver (pyspark.ml.classification.MultilayerPerceptronClassifier attribute)
(pyspark.ml.regression.GeneralizedLinearRegression attribute)
(pyspark.ml.regression.GeneralizedLinearRegressionTrainingSummary attribute)
(pyspark.ml.regression.LinearRegression attribute)
sort() (pyspark.sql.DataFrame method)
sort_array() (in module pyspark.sql.functions)
sortBy() (pyspark.RDD method)
sortByKey() (pyspark.RDD method)
sortWithinPartitions() (pyspark.sql.DataFrame method)
soundex() (in module pyspark.sql.functions)
SPACETIME (in module geopyspark.geotrellis.constants)
spark_partition_id() (in module pyspark.sql.functions)
SparkConf (class in pyspark)
SparkContext (class in pyspark)
sparkContext (pyspark.sql.SparkSession attribute)
(pyspark.streaming.StreamingContext attribute)
SparkFiles (class in pyspark)
SparkJobInfo (class in pyspark)
SparkSession (class in pyspark.sql)
SparkSession.Builder (class in pyspark.sql)
SparkStageInfo (class in pyspark)
sparkUser() (pyspark.SparkContext method)
sparse() (pyspark.ml.linalg.Matrices static method)
(pyspark.ml.linalg.Vectors static method)
(pyspark.mllib.linalg.Matrices static method)
(pyspark.mllib.linalg.Vectors static method)
SparseMatrix (class in pyspark.ml.linalg)
(class in pyspark.mllib.linalg)
SparseVector (class in pyspark.ml.linalg)
(class in pyspark.mllib.linalg)
SPATIAL (in module geopyspark.geotrellis.constants)
split() (in module pyspark.sql.functions)
splits (pyspark.ml.feature.Bucketizer attribute)
sql() (pyspark.sql.SparkSession method)
(pyspark.sql.SQLContext method)
SQLContext (class in pyspark.sql)
SQLTransformer (class in pyspark.ml.feature)
sqrt() (in module pyspark.sql.functions)
SQUARE (in module geopyspark.geotrellis.constants)
squared_distance() (pyspark.ml.linalg.DenseVector method)
(pyspark.ml.linalg.SparseVector method)
(pyspark.ml.linalg.Vectors static method)
(pyspark.mllib.linalg.DenseVector method)
(pyspark.mllib.linalg.SparseVector method)
(pyspark.mllib.linalg.Vectors static method)
srdd (geopyspark.geotrellis.rdd.CachableRDD attribute)
(geopyspark.geotrellis.rdd.RasterRDD attribute)
(geopyspark.geotrellis.rdd.TiledRasterRDD attribute)
stages (pyspark.ml.Pipeline attribute)
standardization (pyspark.ml.classification.LogisticRegression attribute)
(pyspark.ml.regression.LinearRegression attribute)
StandardScaler (class in pyspark.ml.feature)
(class in pyspark.mllib.feature)
StandardScalerModel (class in pyspark.ml.feature)
(class in pyspark.mllib.feature)
start() (pyspark.sql.streaming.DataStreamWriter method)
(pyspark.streaming.StreamingContext method)
start_angle (geopyspark.geotrellis.neighborhoods.Wedge attribute)
startswith() (pyspark.sql.Column method)
startTime (pyspark.SparkContext attribute)
stat (pyspark.sql.DataFrame attribute)
statement (pyspark.ml.feature.SQLTransformer attribute)
Statistics (class in pyspark.mllib.stat)
stats() (pyspark.BasicProfiler method)
(pyspark.Profiler method)
(pyspark.RDD method)
status (pyspark.sql.streaming.StreamingQuery attribute)
StatusTracker (class in pyspark)
statusTracker() (pyspark.SparkContext method)
std (pyspark.ml.feature.StandardScalerModel attribute)
(pyspark.mllib.feature.StandardScalerModel attribute)
stddev() (in module pyspark.sql.functions)
stddev_pop() (in module pyspark.sql.functions)
stddev_samp() (in module pyspark.sql.functions)
stdev() (pyspark.RDD method)
stepSize (pyspark.ml.classification.GBTClassifier attribute)
(pyspark.ml.classification.MultilayerPerceptronClassifier attribute)
(pyspark.ml.feature.Word2Vec attribute)
(pyspark.ml.regression.GBTRegressor attribute)
stitch() (geopyspark.geotrellis.rdd.TiledRasterRDD method)
stop() (pyspark.SparkContext method)
(pyspark.sql.SparkSession method)
(pyspark.sql.streaming.StreamingQuery method)
(pyspark.streaming.StreamingContext method)
stopWords (pyspark.ml.feature.StopWordsRemover attribute)
StopWordsRemover (class in pyspark.ml.feature)
StorageLevel (class in pyspark)
storageLevel (pyspark.sql.DataFrame attribute)
StreamingContext (class in pyspark.streaming)
StreamingKMeans (class in pyspark.mllib.clustering)
StreamingKMeansModel (class in pyspark.mllib.clustering)
StreamingLinearAlgorithm (class in pyspark.mllib.regression)
StreamingLinearRegressionWithSGD (class in pyspark.mllib.regression)
StreamingListener (class in pyspark.streaming)
StreamingListener.Java (class in pyspark.streaming)
StreamingLogisticRegressionWithSGD (class in pyspark.mllib.classification)
StreamingQuery (class in pyspark.sql.streaming)
StreamingQueryManager (class in pyspark.sql.streaming)
streams (pyspark.sql.SparkSession attribute)
(pyspark.sql.SQLContext attribute)
stringify() (pyspark.mllib.linalg.Vectors static method)
StringIndexer (class in pyspark.ml.feature)
StringIndexerModel (class in pyspark.ml.feature)
StringType (class in pyspark.sql.types)
struct() (in module pyspark.sql.functions)
StructField (class in pyspark.sql.types)
StructType (class in pyspark.sql.types)
subsamplingRate (pyspark.ml.classification.GBTClassifier attribute)
(pyspark.ml.classification.RandomForestClassifier attribute)
(pyspark.ml.clustering.LDA attribute)
(pyspark.ml.regression.GBTRegressor attribute)
(pyspark.ml.regression.RandomForestRegressor attribute)
substr() (pyspark.sql.Column method)
substring() (in module pyspark.sql.functions)
substring_index() (in module pyspark.sql.functions)
subtract() (pyspark.mllib.linalg.distributed.BlockMatrix method)
(pyspark.RDD method)
(pyspark.sql.DataFrame method)
subtractByKey() (pyspark.RDD method)
SUM (in module geopyspark.geotrellis.constants)
sum() (in module pyspark.sql.functions)
(pyspark.RDD method)
(pyspark.sql.GroupedData method)
sumApprox() (pyspark.RDD method)
sumDistinct() (in module pyspark.sql.functions)
summary (pyspark.ml.classification.LogisticRegressionModel attribute)
(pyspark.ml.clustering.BisectingKMeansModel attribute)
(pyspark.ml.clustering.GaussianMixtureModel attribute)
(pyspark.ml.clustering.KMeansModel attribute)
(pyspark.ml.regression.GeneralizedLinearRegressionModel attribute)
(pyspark.ml.regression.LinearRegressionModel attribute)
supportedFeatureSubsetStrategies (pyspark.ml.classification.RandomForestClassifier attribute)
(pyspark.ml.regression.RandomForestRegressor attribute)
(pyspark.mllib.tree.RandomForest attribute)
supportedImpurities (pyspark.ml.classification.DecisionTreeClassifier attribute)
(pyspark.ml.classification.RandomForestClassifier attribute)
(pyspark.ml.regression.DecisionTreeRegressor attribute)
(pyspark.ml.regression.GBTRegressor attribute)
(pyspark.ml.regression.RandomForestRegressor attribute)
supportedLossTypes (pyspark.ml.classification.GBTClassifier attribute)
(pyspark.ml.regression.GBTRegressor attribute)
SVMModel (class in pyspark.mllib.classification)
SVMWithSGD (class in pyspark.mllib.classification)
T
table() (pyspark.sql.DataFrameReader method)
(pyspark.sql.SQLContext method)
(pyspark.sql.SparkSession method)
tableNames() (pyspark.sql.SQLContext method)
tables() (pyspark.sql.SQLContext method)
take() (pyspark.RDD method)
(pyspark.sql.DataFrame method)
takeOrdered() (pyspark.RDD method)
takeSample() (pyspark.RDD method)
tallSkinnyQR() (pyspark.mllib.linalg.distributed.RowMatrix method)
tan() (in module pyspark.sql.functions)
tanh() (in module pyspark.sql.functions)
text() (pyspark.sql.DataFrameReader method)
(pyspark.sql.DataFrameWriter method)
(pyspark.sql.streaming.DataStreamReader method)
textFile() (pyspark.SparkContext method)
textFileStream() (pyspark.streaming.StreamingContext method)
theta (pyspark.ml.classification.NaiveBayesModel attribute)
threshold (pyspark.ml.classification.LogisticRegression attribute)
(pyspark.ml.feature.Binarizer attribute)
(pyspark.mllib.classification.LogisticRegressionModel attribute)
(pyspark.mllib.classification.SVMModel attribute)
thresholds (pyspark.ml.classification.LogisticRegression attribute)
(pyspark.ml.classification.NaiveBayes attribute)
TILE (in module geopyspark.geotrellis.constants)
tile_decoder() (geopyspark.geopycontext.AvroRegistry class method)
tile_encoder() (geopyspark.geopycontext.AvroRegistry class method)
tile_layout (geopyspark.geotrellis.Metadata attribute)
tile_to_layout() (geopyspark.geotrellis.rdd.RasterRDD method)
(geopyspark.geotrellis.rdd.TiledRasterRDD method)
tileCols (geopyspark.geotrellis.TileLayout attribute)
TiledRasterRDD (class in geopyspark.geotrellis.rdd)
TileLayout (class in geopyspark.geotrellis)
tileLayout (geopyspark.geotrellis.LayoutDefinition attribute)
tileRows (geopyspark.geotrellis.TileLayout attribute)
TimestampType (class in pyspark.sql.types)
to_date() (in module pyspark.sql.functions)
to_dict() (geopyspark.geotrellis.Metadata method)
to_json() (in module pyspark.sql.functions)
to_numpy_rdd() (geopyspark.geotrellis.rdd.RasterRDD method)
(geopyspark.geotrellis.rdd.TiledRasterRDD method)
to_polygon (geopyspark.geotrellis.Extent attribute)
to_tiled_layer() (geopyspark.geotrellis.rdd.RasterRDD method)
to_utc_timestamp() (in module pyspark.sql.functions)
toArray() (pyspark.ml.linalg.DenseMatrix method)
(pyspark.ml.linalg.DenseVector method)
(pyspark.ml.linalg.Matrix method)
(pyspark.ml.linalg.SparseMatrix method)
(pyspark.ml.linalg.SparseVector method)
(pyspark.ml.linalg.Vector method)
(pyspark.mllib.linalg.DenseMatrix method)
(pyspark.mllib.linalg.DenseVector method)
(pyspark.mllib.linalg.Matrix method)
(pyspark.mllib.linalg.SparseMatrix method)
(pyspark.mllib.linalg.SparseVector method)
(pyspark.mllib.linalg.Vector method)
toBlockMatrix() (pyspark.mllib.linalg.distributed.CoordinateMatrix method)
(pyspark.mllib.linalg.distributed.IndexedRowMatrix method)
toBoolean() (pyspark.ml.param.TypeConverters static method)
toCoordinateMatrix() (pyspark.mllib.linalg.distributed.BlockMatrix method)
(pyspark.mllib.linalg.distributed.IndexedRowMatrix method)
toDebugString (pyspark.ml.classification.DecisionTreeClassificationModel attribute)
(pyspark.ml.classification.GBTClassificationModel attribute)
(pyspark.ml.classification.RandomForestClassificationModel attribute)
(pyspark.ml.regression.DecisionTreeRegressionModel attribute)
(pyspark.ml.regression.GBTRegressionModel attribute)
(pyspark.ml.regression.RandomForestRegressionModel attribute)
toDebugString() (pyspark.mllib.tree.DecisionTreeModel method)
(pyspark.RDD method)
(pyspark.SparkConf method)
(pyspark.mllib.tree.GradientBoostedTreesModel method)
(pyspark.mllib.tree.RandomForestModel method)
toDegrees() (in module pyspark.sql.functions)
toDense() (pyspark.ml.linalg.SparseMatrix method)
(pyspark.mllib.linalg.SparseMatrix method)
toDF() (pyspark.sql.DataFrame method)
toFloat() (pyspark.ml.param.TypeConverters static method)
toIndexedRowMatrix() (pyspark.mllib.linalg.distributed.BlockMatrix method)
(pyspark.mllib.linalg.distributed.CoordinateMatrix method)
toInt() (pyspark.ml.param.TypeConverters static method)
toInternal() (pyspark.sql.types.ArrayType method)
(pyspark.sql.types.DataType method)
(pyspark.sql.types.DateType method)
(pyspark.sql.types.MapType method)
(pyspark.sql.types.StructField method)
(pyspark.sql.types.StructType method)
(pyspark.sql.types.TimestampType method)
toJSON() (pyspark.sql.DataFrame method)
Tokenizer (class in pyspark.ml.feature)
tol (pyspark.ml.classification.LogisticRegression attribute)
(pyspark.ml.classification.MultilayerPerceptronClassifier attribute)
(pyspark.ml.clustering.GaussianMixture attribute)
(pyspark.ml.clustering.KMeans attribute)
(pyspark.ml.regression.AFTSurvivalRegression attribute)
(pyspark.ml.regression.GeneralizedLinearRegression attribute)
(pyspark.ml.regression.LinearRegression attribute)
toList() (pyspark.ml.param.TypeConverters static method)
toListFloat() (pyspark.ml.param.TypeConverters static method)
toListInt() (pyspark.ml.param.TypeConverters static method)
toListString() (pyspark.ml.param.TypeConverters static method)
toLocal() (pyspark.ml.clustering.DistributedLDAModel method)
toLocalIterator() (pyspark.RDD method)
(pyspark.sql.DataFrame method)
toLocalMatrix() (pyspark.mllib.linalg.distributed.BlockMatrix method)
toLowercase (pyspark.ml.feature.RegexTokenizer attribute)
top() (pyspark.RDD method)
toPandas() (pyspark.sql.DataFrame method)
TopicAndPartition (class in pyspark.streaming.kafka)
topicConcentration (pyspark.ml.clustering.LDA attribute)
topicDistributionCol (pyspark.ml.clustering.LDA attribute)
topicsMatrix() (pyspark.ml.clustering.DistributedLDAModel method)
(pyspark.ml.clustering.LDAModel method)
(pyspark.ml.clustering.LocalLDAModel method)
(pyspark.mllib.clustering.LDAModel method)
toRadians() (in module pyspark.sql.functions)
toRowMatrix() (pyspark.mllib.linalg.distributed.CoordinateMatrix method)
(pyspark.mllib.linalg.distributed.IndexedRowMatrix method)
toSparse() (pyspark.ml.linalg.DenseMatrix method)
(pyspark.mllib.linalg.DenseMatrix method)
toString() (pyspark.ml.param.TypeConverters static method)
totalIterations (pyspark.ml.classification.BinaryLogisticRegressionTrainingSummary attribute)
(pyspark.ml.classification.LogisticRegressionTrainingSummary attribute)
(pyspark.ml.regression.LinearRegressionTrainingSummary attribute)
totalNumNodes (pyspark.ml.classification.GBTClassificationModel attribute)
(pyspark.ml.classification.RandomForestClassificationModel attribute)
(pyspark.ml.regression.GBTRegressionModel attribute)
(pyspark.ml.regression.RandomForestRegressionModel attribute)
totalNumNodes() (pyspark.mllib.tree.GradientBoostedTreesModel method)
(pyspark.mllib.tree.RandomForestModel method)
toVector() (pyspark.ml.param.TypeConverters static method)
train() (pyspark.mllib.classification.LogisticRegressionWithLBFGS class method)
(pyspark.mllib.classification.LogisticRegressionWithSGD class method)
(pyspark.mllib.classification.NaiveBayes class method)
(pyspark.mllib.classification.SVMWithSGD class method)
(pyspark.mllib.clustering.BisectingKMeans class method)
(pyspark.mllib.clustering.GaussianMixture class method)
(pyspark.mllib.clustering.KMeans class method)
(pyspark.mllib.clustering.LDA class method)
(pyspark.mllib.clustering.PowerIterationClustering class method)
(pyspark.mllib.fpm.FPGrowth class method)
(pyspark.mllib.fpm.PrefixSpan class method)
(pyspark.mllib.recommendation.ALS class method)
(pyspark.mllib.regression.IsotonicRegression class method)
(pyspark.mllib.regression.LassoWithSGD class method)
(pyspark.mllib.regression.LinearRegressionWithSGD class method)
(pyspark.mllib.regression.RidgeRegressionWithSGD class method)
trainClassifier() (pyspark.mllib.tree.DecisionTree class method)
(pyspark.mllib.tree.GradientBoostedTrees class method)
(pyspark.mllib.tree.RandomForest class method)
trainImplicit() (pyspark.mllib.recommendation.ALS class method)
trainingLogLikelihood() (pyspark.ml.clustering.DistributedLDAModel method)
trainOn() (pyspark.mllib.classification.StreamingLogisticRegressionWithSGD method)
(pyspark.mllib.clustering.StreamingKMeans method)
(pyspark.mllib.regression.StreamingLinearRegressionWithSGD method)
trainRatio (pyspark.ml.tuning.TrainValidationSplit attribute)
trainRegressor() (pyspark.mllib.tree.DecisionTree class method)
(pyspark.mllib.tree.GradientBoostedTrees class method)
(pyspark.mllib.tree.RandomForest class method)
TrainValidationSplit (class in pyspark.ml.tuning)
TrainValidationSplitModel (class in pyspark.ml.tuning)
transform() (pyspark.ml.classification.DecisionTreeClassificationModel method)
(pyspark.ml.Model method)
(pyspark.ml.PipelineModel method)
(pyspark.ml.Transformer method)
(pyspark.ml.classification.GBTClassificationModel method)
(pyspark.ml.classification.LogisticRegressionModel method)
(pyspark.ml.classification.MultilayerPerceptronClassificationModel method)
(pyspark.ml.classification.NaiveBayesModel method)
(pyspark.ml.classification.OneVsRestModel method)
(pyspark.ml.classification.RandomForestClassificationModel method)
(pyspark.ml.clustering.BisectingKMeansModel method)
(pyspark.ml.clustering.DistributedLDAModel method)
(pyspark.ml.clustering.GaussianMixtureModel method)
(pyspark.ml.clustering.KMeansModel method)
(pyspark.ml.clustering.LDAModel method)
(pyspark.ml.clustering.LocalLDAModel method)
(pyspark.ml.feature.Binarizer method)
(pyspark.ml.feature.Bucketizer method)
(pyspark.ml.feature.ChiSqSelectorModel method)
(pyspark.ml.feature.CountVectorizerModel method)
(pyspark.ml.feature.DCT method)
(pyspark.ml.feature.ElementwiseProduct method)
(pyspark.ml.feature.HashingTF method)
(pyspark.ml.feature.IDFModel method)
(pyspark.ml.feature.IndexToString method)
(pyspark.ml.feature.MaxAbsScalerModel method)
(pyspark.ml.feature.MinMaxScalerModel method)
(pyspark.ml.feature.NGram method)
(pyspark.ml.feature.Normalizer method)
(pyspark.ml.feature.OneHotEncoder method)
(pyspark.ml.feature.PCAModel method)
(pyspark.ml.feature.PolynomialExpansion method)
(pyspark.ml.feature.RFormulaModel method)
(pyspark.ml.feature.RegexTokenizer method)
(pyspark.ml.feature.SQLTransformer method)
(pyspark.ml.feature.StandardScalerModel method)
(pyspark.ml.feature.StopWordsRemover method)
(pyspark.ml.feature.StringIndexerModel method)
(pyspark.ml.feature.Tokenizer method)
(pyspark.ml.feature.VectorAssembler method)
(pyspark.ml.feature.VectorIndexerModel method)
(pyspark.ml.feature.VectorSlicer method)
(pyspark.ml.feature.Word2VecModel method)
(pyspark.ml.recommendation.ALSModel method)
(pyspark.ml.regression.AFTSurvivalRegressionModel method)
(pyspark.ml.regression.DecisionTreeRegressionModel method)
(pyspark.ml.regression.GBTRegressionModel method)
(pyspark.ml.regression.GeneralizedLinearRegressionModel method)
(pyspark.ml.regression.IsotonicRegressionModel method)
(pyspark.ml.regression.LinearRegressionModel method)
(pyspark.ml.regression.RandomForestRegressionModel method)
(pyspark.ml.tuning.CrossValidatorModel method)
(pyspark.ml.tuning.TrainValidationSplitModel method)
(pyspark.mllib.feature.ChiSqSelectorModel method)
(pyspark.mllib.feature.ElementwiseProduct method)
(pyspark.mllib.feature.HashingTF method)
(pyspark.mllib.feature.IDFModel method)
(pyspark.mllib.feature.Normalizer method)
(pyspark.mllib.feature.StandardScalerModel method)
(pyspark.mllib.feature.Word2VecModel method)
(pyspark.streaming.DStream method)
(pyspark.streaming.StreamingContext method)
Transformer (class in pyspark.ml)
transformWith() (pyspark.streaming.DStream method)
translate() (in module pyspark.sql.functions)
transpose() (pyspark.mllib.linalg.distributed.BlockMatrix method)
(pyspark.mllib.linalg.distributed.CoordinateMatrix method)
treeAggregate() (pyspark.RDD method)
treeReduce() (pyspark.RDD method)
trees (pyspark.ml.classification.GBTClassificationModel attribute)
(pyspark.ml.classification.RandomForestClassificationModel attribute)
(pyspark.ml.regression.GBTRegressionModel attribute)
(pyspark.ml.regression.RandomForestRegressionModel attribute)
treeWeights (pyspark.ml.classification.GBTClassificationModel attribute)
(pyspark.ml.classification.RandomForestClassificationModel attribute)
(pyspark.ml.regression.GBTRegressionModel attribute)
(pyspark.ml.regression.RandomForestRegressionModel attribute)
trigger() (pyspark.sql.streaming.DataStreamWriter method)
trim() (in module pyspark.sql.functions)
TRIM_HORIZON (pyspark.streaming.kinesis.InitialPositionInStream attribute)
truePositiveRate() (pyspark.mllib.evaluation.MulticlassMetrics method)
trunc() (in module pyspark.sql.functions)
tuple_decoder() (geopyspark.geopycontext.AvroRegistry static method)
tuple_encoder() (geopyspark.geopycontext.AvroRegistry static method)
tValues (pyspark.ml.regression.GeneralizedLinearRegressionTrainingSummary attribute)
(pyspark.ml.regression.LinearRegressionSummary attribute)
(pyspark.ml.regression.LinearRegressionTrainingSummary attribute)
TypeConverters (class in pyspark.ml.param)
typeName() (pyspark.sql.types.DataType class method)
U
udf (pyspark.sql.SparkSession attribute)
(pyspark.sql.SQLContext attribute)
udf() (in module pyspark.sql.functions)
UDFRegistration (class in pyspark.sql)
UINT16 (in module geopyspark.geotrellis.constants)
UINT16RAW (in module geopyspark.geotrellis.constants)
UINT16UD (in module geopyspark.geotrellis.constants)
UINT8 (in module geopyspark.geotrellis.constants)
UINT8RAW (in module geopyspark.geotrellis.constants)
UINT8UD (in module geopyspark.geotrellis.constants)
uiWebUrl (pyspark.SparkContext attribute)
unbase64() (in module pyspark.sql.functions)
unboundedFollowing (pyspark.sql.Window attribute)
unboundedPreceding (pyspark.sql.Window attribute)
uncacheTable() (pyspark.sql.SQLContext method)
unhex() (in module pyspark.sql.functions)
uniformRDD() (pyspark.mllib.random.RandomRDDs static method)
uniformVectorRDD() (pyspark.mllib.random.RandomRDDs static method)
union() (pyspark.RDD method)
(pyspark.SparkContext method)
(pyspark.sql.DataFrame method)
(pyspark.streaming.DStream method)
(pyspark.streaming.StreamingContext method)
unionAll() (pyspark.sql.DataFrame method)
unix_timestamp() (in module pyspark.sql.functions)
unpersist() (geopyspark.geotrellis.rdd.CachableRDD method)
(geopyspark.geotrellis.rdd.RasterRDD method)
(geopyspark.geotrellis.rdd.TiledRasterRDD method)
(pyspark.Broadcast method)
(pyspark.RDD method)
(pyspark.mllib.evaluation.BinaryClassificationMetrics method)
(pyspark.sql.DataFrame method)
update() (pyspark.mllib.clustering.StreamingKMeansModel method)
updateStateByKey() (pyspark.streaming.DStream method)
upper() (in module pyspark.sql.functions)
userCol (pyspark.ml.recommendation.ALS attribute)
userFactors (pyspark.ml.recommendation.ALSModel attribute)
userFeatures() (pyspark.mllib.recommendation.MatrixFactorizationModel method)
utf8_decoder() (in module pyspark.streaming.flume)
(in module pyspark.streaming.kafka)
(in module pyspark.streaming.kinesis)
V
validate() (pyspark.mllib.linalg.distributed.BlockMatrix method)
validationMetrics (pyspark.ml.tuning.TrainValidationSplitModel attribute)
value (pyspark.Accumulator attribute)
(pyspark.Broadcast attribute)
values (pyspark.ml.linalg.DenseVector attribute)
(pyspark.ml.linalg.SparseVector attribute)
(pyspark.mllib.linalg.DenseVector attribute)
(pyspark.mllib.linalg.SparseVector attribute)
values() (pyspark.RDD method)
var_pop() (in module pyspark.sql.functions)
var_samp() (in module pyspark.sql.functions)
variance() (in module pyspark.sql.functions)
(pyspark.RDD method)
(pyspark.mllib.stat.MultivariateStatisticalSummary method)
varianceCol (pyspark.ml.regression.DecisionTreeRegressor attribute)
Vector (class in pyspark.ml.linalg)
(class in pyspark.mllib.linalg)
VectorAssembler (class in pyspark.ml.feature)
VectorIndexer (class in pyspark.ml.feature)
VectorIndexerModel (class in pyspark.ml.feature)
Vectors (class in pyspark.ml.linalg)
(class in pyspark.mllib.linalg)
vectorSize (pyspark.ml.feature.Word2Vec attribute)
VectorSlicer (class in pyspark.ml.feature)
version (pyspark.SparkContext attribute)
(pyspark.sql.SparkSession attribute)
VIRIDIS (in module geopyspark.geotrellis.constants)
vocabSize (pyspark.ml.feature.CountVectorizer attribute)
vocabSize() (pyspark.ml.clustering.DistributedLDAModel method)
(pyspark.ml.clustering.LDAModel method)
(pyspark.ml.clustering.LocalLDAModel method)
(pyspark.mllib.clustering.LDAModel method)
vocabulary (pyspark.ml.feature.CountVectorizerModel attribute)
W
Wedge (class in geopyspark.geotrellis.neighborhoods)
WEDGE (in module geopyspark.geotrellis.constants)
weekofyear() (in module pyspark.sql.functions)
weightCol (pyspark.ml.classification.LogisticRegression attribute)
(pyspark.ml.classification.NaiveBayes attribute)
(pyspark.ml.regression.GeneralizedLinearRegression attribute)
(pyspark.ml.regression.IsotonicRegression attribute)
(pyspark.ml.regression.LinearRegression attribute)
weightedFalsePositiveRate (pyspark.mllib.evaluation.MulticlassMetrics attribute)
weightedFMeasure() (pyspark.mllib.evaluation.MulticlassMetrics method)
weightedPrecision (pyspark.mllib.evaluation.MulticlassMetrics attribute)
weightedRecall (pyspark.mllib.evaluation.MulticlassMetrics attribute)
weightedTruePositiveRate (pyspark.mllib.evaluation.MulticlassMetrics attribute)
weights (pyspark.ml.classification.MultilayerPerceptronClassificationModel attribute)
(pyspark.ml.clustering.GaussianMixtureModel attribute)
(pyspark.mllib.classification.LogisticRegressionModel attribute)
(pyspark.mllib.classification.SVMModel attribute)
(pyspark.mllib.clustering.GaussianMixtureModel attribute)
(pyspark.mllib.regression.LassoModel attribute)
(pyspark.mllib.regression.LinearModel attribute)
(pyspark.mllib.regression.LinearRegressionModel attribute)
(pyspark.mllib.regression.RidgeRegressionModel attribute)
when() (in module pyspark.sql.functions)
(pyspark.sql.Column method)
where() (pyspark.sql.DataFrame method)
wholeTextFiles() (pyspark.SparkContext method)
Window (class in pyspark.sql)
window() (in module pyspark.sql.functions)
(pyspark.streaming.DStream method)
windowSize (pyspark.ml.feature.Word2Vec attribute)
WindowSpec (class in pyspark.sql)
withColumn() (pyspark.sql.DataFrame method)
withColumnRenamed() (pyspark.sql.DataFrame method)
withMean (pyspark.ml.feature.StandardScaler attribute)
(pyspark.mllib.feature.StandardScalerModel attribute)
withStd (pyspark.ml.feature.StandardScaler attribute)
(pyspark.mllib.feature.StandardScalerModel attribute)
withWatermark() (pyspark.sql.DataFrame method)
Word2Vec (class in pyspark.ml.feature)
(class in pyspark.mllib.feature)
Word2VecModel (class in pyspark.ml.feature)
(class in pyspark.mllib.feature)
wrapped_rdds() (geopyspark.geotrellis.rdd.CachableRDD method)
(geopyspark.geotrellis.rdd.RasterRDD method)
(geopyspark.geotrellis.rdd.TiledRasterRDD method)
write (pyspark.sql.DataFrame attribute)
write() (in module geopyspark.geotrellis.catalog)
(pyspark.ml.Pipeline method)
(pyspark.ml.PipelineModel method)
(pyspark.ml.classification.DecisionTreeClassificationModel method)
(pyspark.ml.classification.DecisionTreeClassifier method)
(pyspark.ml.classification.GBTClassificationModel method)
(pyspark.ml.classification.GBTClassifier method)
(pyspark.ml.classification.LogisticRegression method)
(pyspark.ml.classification.LogisticRegressionModel method)
(pyspark.ml.classification.MultilayerPerceptronClassificationModel method)
(pyspark.ml.classification.MultilayerPerceptronClassifier method)
(pyspark.ml.classification.NaiveBayes method)
(pyspark.ml.classification.NaiveBayesModel method)
(pyspark.ml.classification.OneVsRest method)
(pyspark.ml.classification.OneVsRestModel method)
(pyspark.ml.classification.RandomForestClassificationModel method)
(pyspark.ml.classification.RandomForestClassifier method)
(pyspark.ml.clustering.BisectingKMeans method)
(pyspark.ml.clustering.BisectingKMeansModel method)
(pyspark.ml.clustering.DistributedLDAModel method)
(pyspark.ml.clustering.GaussianMixture method)
(pyspark.ml.clustering.GaussianMixtureModel method)
(pyspark.ml.clustering.KMeans method)
(pyspark.ml.clustering.KMeansModel method)
(pyspark.ml.clustering.LDA method)
(pyspark.ml.clustering.LocalLDAModel method)
(pyspark.ml.evaluation.BinaryClassificationEvaluator method)
(pyspark.ml.evaluation.MulticlassClassificationEvaluator method)
(pyspark.ml.evaluation.RegressionEvaluator method)
(pyspark.ml.feature.Binarizer method)
(pyspark.ml.feature.Bucketizer method)
(pyspark.ml.feature.ChiSqSelector method)
(pyspark.ml.feature.ChiSqSelectorModel method)
(pyspark.ml.feature.CountVectorizer method)
(pyspark.ml.feature.CountVectorizerModel method)
(pyspark.ml.feature.DCT method)
(pyspark.ml.feature.ElementwiseProduct method)
(pyspark.ml.feature.HashingTF method)
(pyspark.ml.feature.IDF method)
(pyspark.ml.feature.IDFModel method)
(pyspark.ml.feature.IndexToString method)
(pyspark.ml.feature.MaxAbsScaler method)
(pyspark.ml.feature.MaxAbsScalerModel method)
(pyspark.ml.feature.MinMaxScaler method)
(pyspark.ml.feature.MinMaxScalerModel method)
(pyspark.ml.feature.NGram method)
(pyspark.ml.feature.Normalizer method)
(pyspark.ml.feature.OneHotEncoder method)
(pyspark.ml.feature.PCA method)
(pyspark.ml.feature.PCAModel method)
(pyspark.ml.feature.PolynomialExpansion method)
(pyspark.ml.feature.QuantileDiscretizer method)
(pyspark.ml.feature.RFormula method)
(pyspark.ml.feature.RFormulaModel method)
(pyspark.ml.feature.RegexTokenizer method)
(pyspark.ml.feature.SQLTransformer method)
(pyspark.ml.feature.StandardScaler method)
(pyspark.ml.feature.StandardScalerModel method)
(pyspark.ml.feature.StopWordsRemover method)
(pyspark.ml.feature.StringIndexer method)
(pyspark.ml.feature.StringIndexerModel method)
(pyspark.ml.feature.Tokenizer method)
(pyspark.ml.feature.VectorAssembler method)
(pyspark.ml.feature.VectorIndexer method)
(pyspark.ml.feature.VectorIndexerModel method)
(pyspark.ml.feature.VectorSlicer method)
(pyspark.ml.feature.Word2Vec method)
(pyspark.ml.feature.Word2VecModel method)
(pyspark.ml.recommendation.ALS method)
(pyspark.ml.recommendation.ALSModel method)
(pyspark.ml.regression.AFTSurvivalRegression method)
(pyspark.ml.regression.AFTSurvivalRegressionModel method)
(pyspark.ml.regression.DecisionTreeRegressionModel method)
(pyspark.ml.regression.DecisionTreeRegressor method)
(pyspark.ml.regression.GBTRegressionModel method)
(pyspark.ml.regression.GBTRegressor method)
(pyspark.ml.regression.GeneralizedLinearRegression method)
(pyspark.ml.regression.GeneralizedLinearRegressionModel method)
(pyspark.ml.regression.IsotonicRegression method)
(pyspark.ml.regression.IsotonicRegressionModel method)
(pyspark.ml.regression.LinearRegression method)
(pyspark.ml.regression.LinearRegressionModel method)
(pyspark.ml.regression.RandomForestRegressionModel method)
(pyspark.ml.regression.RandomForestRegressor method)
writeStream (pyspark.sql.DataFrame attribute)
X
xmax (geopyspark.geotrellis.Extent attribute)
,
[1]
xmin (geopyspark.geotrellis.Extent attribute)
,
[1]
Y
year() (in module pyspark.sql.functions)
YEARS (in module geopyspark.geotrellis.constants)
ymax (geopyspark.geotrellis.Extent attribute)
,
[1]
ymin (geopyspark.geotrellis.Extent attribute)
,
[1]
Z
zero() (pyspark.AccumulatorParam method)
zeros() (pyspark.ml.linalg.Vectors static method)
(pyspark.mllib.linalg.Vectors static method)
zip() (pyspark.RDD method)
zipWithIndex() (pyspark.RDD method)
zipWithUniqueId() (pyspark.RDD method)
ZOOM (in module geopyspark.geotrellis.constants)
zoom_level (geopyspark.geotrellis.rdd.TiledRasterRDD attribute)
ZORDER (in module geopyspark.geotrellis.constants)
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