Uses of Package
org.apache.wayang.basic.operators
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Classes in org.apache.wayang.basic.operators used by org.apache.wayang.basic.operators Class Description CartesianOperator This operator returns the cartesian product of elements of input datasets.CoGroupOperator This operator groups both inputs by some key and then matches groups with the same key.CollectionSource This source takes as input a JavaCollection
.CountOperator This operator returns the count of elements in this stream.DecisionTreeClassificationOperator DistinctOperator This operator returns the distinct elements in this dataset.DLTrainingOperator DLTrainingOperator.Option DoWhileOperator This operator has three inputs and two outputs.FilterOperator This operator returns a new dataset after filtering by applying predicateDescriptor.FlatMapOperator A flatmap operator represents semantics as they are known from frameworks, such as Spark and Flink.GlobalMaterializedGroupOperator This operator groups the elements of a data set into a single data quantum.GlobalReduceOperator This operator groups the elements of a data set and aggregates the groups.GroupByOperator This is the auxiliary GroupBy operator, i.e., it behaves differently depending on its context.IntersectOperator This operator returns the set intersection of elements of input datasets.JoinOperator This operator returns the cartesian product of elements of input datasets.KafkaTopicSink ThisUnarySink
writes all incoming data quanta to a single Kafka topic.KafkaTopicSource This source reads messages from a Kafka topic and outputs the messages as data units.KMeansOperator LinearRegressionOperator LocalCallbackSink This sink executes a callback on each received data unit into a JavaCollection
.LoopOperator This operator has three inputs and three outputs.MapOperator A map operator represents semantics as they are known from frameworks, such as Spark and Flink.MapPartitionsOperator This operator takes as input potentially multiple input data quanta and outputs multiple input data quanta.MaterializedGroupByOperator This operator collocates the data units in a data set w.r.t. a key function.ModelTransformOperator Deprecated.ObjectFileSink ThisUnarySink
writes all incoming data quanta to a Object file.ObjectFileSource This source reads a text file and outputs the lines as data units.PageRankOperator Operator
for the PageRank algorithm.PredictOperator PyWayangReduceByOperator ReduceByOperator This operator groups the elements of a data set and aggregates the groups.ReduceOperator This operator is context dependent: after aGroupByOperator
, it is meant to be aReduceByOperator
; otherwise, it is aGlobalReduceOperator
.RepeatOperator SampleOperator A random sample operator randomly selects its inputs from the input slot and pushes that element to the output slot.SampleOperator.Methods SortOperator This operator sorts the elements in this dataset.TableSource UnarySource
that provides the tuples from a database table.TextFileSink ThisUnarySink
writes all incoming data quanta to a text file.TextFileSource This source reads a text file and outputs the lines as data units.UnionAllOperator ThisOperator
creates the union (bag semantics) of two .ZipWithIdOperator This operators attaches a unique ID to each input data quantum. -
Classes in org.apache.wayang.basic.operators used by org.apache.wayang.flink.operators Class Description CartesianOperator This operator returns the cartesian product of elements of input datasets.CoGroupOperator This operator groups both inputs by some key and then matches groups with the same key.CollectionSource This source takes as input a JavaCollection
.CountOperator This operator returns the count of elements in this stream.DistinctOperator This operator returns the distinct elements in this dataset.DoWhileOperator This operator has three inputs and two outputs.FilterOperator This operator returns a new dataset after filtering by applying predicateDescriptor.FlatMapOperator A flatmap operator represents semantics as they are known from frameworks, such as Spark and Flink.GlobalMaterializedGroupOperator This operator groups the elements of a data set into a single data quantum.GlobalReduceOperator This operator groups the elements of a data set and aggregates the groups.GroupByOperator This is the auxiliary GroupBy operator, i.e., it behaves differently depending on its context.IntersectOperator This operator returns the set intersection of elements of input datasets.JoinOperator This operator returns the cartesian product of elements of input datasets.LocalCallbackSink This sink executes a callback on each received data unit into a JavaCollection
.LoopOperator This operator has three inputs and three outputs.MapOperator A map operator represents semantics as they are known from frameworks, such as Spark and Flink.MapPartitionsOperator This operator takes as input potentially multiple input data quanta and outputs multiple input data quanta.MaterializedGroupByOperator This operator collocates the data units in a data set w.r.t. a key function.ObjectFileSink ThisUnarySink
writes all incoming data quanta to a Object file.ObjectFileSource This source reads a text file and outputs the lines as data units.PageRankOperator Operator
for the PageRank algorithm.ReduceByOperator This operator groups the elements of a data set and aggregates the groups.RepeatOperator SampleOperator A random sample operator randomly selects its inputs from the input slot and pushes that element to the output slot.SortOperator This operator sorts the elements in this dataset.TextFileSink ThisUnarySink
writes all incoming data quanta to a text file.TextFileSource This source reads a text file and outputs the lines as data units.UnionAllOperator ThisOperator
creates the union (bag semantics) of two .ZipWithIdOperator This operators attaches a unique ID to each input data quantum. -
Classes in org.apache.wayang.basic.operators used by org.apache.wayang.genericjdbc.operators Class Description FilterOperator This operator returns a new dataset after filtering by applying predicateDescriptor.MapOperator A map operator represents semantics as they are known from frameworks, such as Spark and Flink.TableSource UnarySource
that provides the tuples from a database table. -
Classes in org.apache.wayang.basic.operators used by org.apache.wayang.giraph.operators Class Description PageRankOperator Operator
for the PageRank algorithm. -
Classes in org.apache.wayang.basic.operators used by org.apache.wayang.java.operators Class Description CartesianOperator This operator returns the cartesian product of elements of input datasets.CoGroupOperator This operator groups both inputs by some key and then matches groups with the same key.CollectionSource This source takes as input a JavaCollection
.CountOperator This operator returns the count of elements in this stream.DistinctOperator This operator returns the distinct elements in this dataset.DoWhileOperator This operator has three inputs and two outputs.FilterOperator This operator returns a new dataset after filtering by applying predicateDescriptor.FlatMapOperator A flatmap operator represents semantics as they are known from frameworks, such as Spark and Flink.GlobalMaterializedGroupOperator This operator groups the elements of a data set into a single data quantum.GlobalReduceOperator This operator groups the elements of a data set and aggregates the groups.IntersectOperator This operator returns the set intersection of elements of input datasets.JoinOperator This operator returns the cartesian product of elements of input datasets.KafkaTopicSink ThisUnarySink
writes all incoming data quanta to a single Kafka topic.KafkaTopicSource This source reads messages from a Kafka topic and outputs the messages as data units.LocalCallbackSink This sink executes a callback on each received data unit into a JavaCollection
.LoopOperator This operator has three inputs and three outputs.MapOperator A map operator represents semantics as they are known from frameworks, such as Spark and Flink.MapPartitionsOperator This operator takes as input potentially multiple input data quanta and outputs multiple input data quanta.MaterializedGroupByOperator This operator collocates the data units in a data set w.r.t. a key function.ObjectFileSink ThisUnarySink
writes all incoming data quanta to a Object file.ObjectFileSource This source reads a text file and outputs the lines as data units.ReduceByOperator This operator groups the elements of a data set and aggregates the groups.RepeatOperator SampleOperator A random sample operator randomly selects its inputs from the input slot and pushes that element to the output slot.SortOperator This operator sorts the elements in this dataset.TextFileSink ThisUnarySink
writes all incoming data quanta to a text file.TextFileSource This source reads a text file and outputs the lines as data units.UnionAllOperator ThisOperator
creates the union (bag semantics) of two . -
Classes in org.apache.wayang.basic.operators used by org.apache.wayang.java.operators.graph Class Description PageRankOperator Operator
for the PageRank algorithm. -
Classes in org.apache.wayang.basic.operators used by org.apache.wayang.jdbc.operators Class Description FilterOperator This operator returns a new dataset after filtering by applying predicateDescriptor.JoinOperator This operator returns the cartesian product of elements of input datasets.MapOperator A map operator represents semantics as they are known from frameworks, such as Spark and Flink.TableSource UnarySource
that provides the tuples from a database table. -
Classes in org.apache.wayang.basic.operators used by org.apache.wayang.ml4all.abstraction.api Class Description SampleOperator.Methods -
Classes in org.apache.wayang.basic.operators used by org.apache.wayang.ml4all.algorithms.sgd Class Description SampleOperator.Methods -
Classes in org.apache.wayang.basic.operators used by org.apache.wayang.postgres.operators Class Description FilterOperator This operator returns a new dataset after filtering by applying predicateDescriptor.JoinOperator This operator returns the cartesian product of elements of input datasets.MapOperator A map operator represents semantics as they are known from frameworks, such as Spark and Flink.TableSource UnarySource
that provides the tuples from a database table. -
Classes in org.apache.wayang.basic.operators used by org.apache.wayang.spark.operators Class Description CartesianOperator This operator returns the cartesian product of elements of input datasets.CoGroupOperator This operator groups both inputs by some key and then matches groups with the same key.CollectionSource This source takes as input a JavaCollection
.CountOperator This operator returns the count of elements in this stream.DistinctOperator This operator returns the distinct elements in this dataset.DoWhileOperator This operator has three inputs and two outputs.FilterOperator This operator returns a new dataset after filtering by applying predicateDescriptor.FlatMapOperator A flatmap operator represents semantics as they are known from frameworks, such as Spark and Flink.GlobalMaterializedGroupOperator This operator groups the elements of a data set into a single data quantum.GlobalReduceOperator This operator groups the elements of a data set and aggregates the groups.IntersectOperator This operator returns the set intersection of elements of input datasets.JoinOperator This operator returns the cartesian product of elements of input datasets.KafkaTopicSink ThisUnarySink
writes all incoming data quanta to a single Kafka topic.KafkaTopicSource This source reads messages from a Kafka topic and outputs the messages as data units.LocalCallbackSink This sink executes a callback on each received data unit into a JavaCollection
.LoopOperator This operator has three inputs and three outputs.MapOperator A map operator represents semantics as they are known from frameworks, such as Spark and Flink.MapPartitionsOperator This operator takes as input potentially multiple input data quanta and outputs multiple input data quanta.MaterializedGroupByOperator This operator collocates the data units in a data set w.r.t. a key function.ObjectFileSink ThisUnarySink
writes all incoming data quanta to a Object file.ObjectFileSource This source reads a text file and outputs the lines as data units.ReduceByOperator This operator groups the elements of a data set and aggregates the groups.RepeatOperator SampleOperator A random sample operator randomly selects its inputs from the input slot and pushes that element to the output slot.SortOperator This operator sorts the elements in this dataset.TextFileSink ThisUnarySink
writes all incoming data quanta to a text file.TextFileSource This source reads a text file and outputs the lines as data units.UnionAllOperator ThisOperator
creates the union (bag semantics) of two .ZipWithIdOperator This operators attaches a unique ID to each input data quantum. -
Classes in org.apache.wayang.basic.operators used by org.apache.wayang.spark.operators.ml Class Description DecisionTreeClassificationOperator KMeansOperator LinearRegressionOperator ModelTransformOperator Deprecated.PredictOperator -
Classes in org.apache.wayang.basic.operators used by org.apache.wayang.sqlite3.operators Class Description FilterOperator This operator returns a new dataset after filtering by applying predicateDescriptor.MapOperator A map operator represents semantics as they are known from frameworks, such as Spark and Flink.TableSource UnarySource
that provides the tuples from a database table. -
Classes in org.apache.wayang.basic.operators used by org.apache.wayang.tensorflow.operators Class Description CollectionSource This source takes as input a JavaCollection
.DLTrainingOperator DLTrainingOperator.Option PredictOperator