Package org.apache.spark

Core Spark classes in Scala.

See: Description

Interface Summary

Interface	Description
AccumulableParam<R,T>	Deprecated use AccumulatorV2.
AccumulatorParam<T>	Deprecated use AccumulatorV2.
BarrierCoordinatorMessage
CleanerListener	Listener class used for testing when any item has been cleaned by the Cleaner class.
CleanupTask	Classes that represent cleaning tasks.
ExecutorAllocationClient	A client that communicates with the cluster manager to request or kill executors.
ExecutorPlugin	A plugin which can be automatically instantiated within each Spark executor.
FutureAction<T>	A future for the result of an action to support cancellation.
JobSubmitter	Handle via which a "run" function passed to a ComplexFutureAction can submit jobs for execution.
MapOutputTrackerMessage
Partition	An identifier for a partition in an RDD.
SparkExecutorInfo	Exposes information about Spark Executors.
SparkJobInfo	Exposes information about Spark Jobs.
SparkStageInfo	Exposes information about Spark Stages.
TaskEndReason	:: DeveloperApi :: Various possible reasons why a task ended.
TaskFailedReason	:: DeveloperApi :: Various possible reasons why a task failed.

Class Summary

Class	Description
Accumulable<R,T>	Deprecated use AccumulatorV2.
Accumulator<T>	Deprecated use AccumulatorV2.
AccumulatorParam.DoubleAccumulatorParam$	Deprecated use AccumulatorV2.
AccumulatorParam.FloatAccumulatorParam$	Deprecated use AccumulatorV2.
AccumulatorParam.IntAccumulatorParam$	Deprecated use AccumulatorV2.
AccumulatorParam.LongAccumulatorParam$	Deprecated use AccumulatorV2.
AccumulatorParam.StringAccumulatorParam$	Deprecated use AccumulatorV2.
Aggregator<K,V,C>	:: DeveloperApi :: A set of functions used to aggregate data.
BarrierTaskContext	:: Experimental :: A TaskContext with extra contextual info and tooling for tasks in a barrier stage.
BarrierTaskInfo	:: Experimental :: Carries all task infos of a barrier task.
CleanAccum
CleanBroadcast
CleanCheckpoint
CleanRDD
CleanShuffle
CleanupTaskWeakReference	A WeakReference associated with a CleanupTask.
ComplexFutureAction<T>	A FutureAction for actions that could trigger multiple Spark jobs.
ContextBarrierId	For each barrier stage attempt, only at most one barrier() call can be active at any time, thus we can use (stageId, stageAttemptId) to identify the stage attempt where the barrier() call is from.
Dependency<T>	:: DeveloperApi :: Base class for dependencies.
ExceptionFailure	:: DeveloperApi :: Task failed due to a runtime exception.
ExecutorLostFailure	:: DeveloperApi :: The task failed because the executor that it was running on was lost.
ExecutorRegistered
ExecutorRemoved
ExpireDeadHosts
FetchFailed	:: DeveloperApi :: Task failed to fetch shuffle data from a remote node.
HashPartitioner	A Partitioner that implements hash-based partitioning using Java's Object.hashCode.
InternalAccumulator	A collection of fields and methods concerned with internal accumulators that represent task level metrics.
InternalAccumulator.input$
InternalAccumulator.output$
InternalAccumulator.shuffleRead$
InternalAccumulator.shuffleWrite$
InterruptibleIterator<T>	:: DeveloperApi :: An iterator that wraps around an existing iterator to provide task killing functionality.
NarrowDependency<T>	:: DeveloperApi :: Base class for dependencies where each partition of the child RDD depends on a small number of partitions of the parent RDD.
OneToOneDependency<T>	:: DeveloperApi :: Represents a one-to-one dependency between partitions of the parent and child RDDs.
Partitioner	An object that defines how the elements in a key-value pair RDD are partitioned by key.
RangeDependency<T>	:: DeveloperApi :: Represents a one-to-one dependency between ranges of partitions in the parent and child RDDs.
RangePartitioner<K,V>	A Partitioner that partitions sortable records by range into roughly equal ranges.
Resubmitted	:: DeveloperApi :: A org.apache.spark.scheduler.ShuffleMapTask that completed successfully earlier, but we lost the executor before the stage completed.
SerializableWritable<T extends org.apache.hadoop.io.Writable>
ShuffleDependency<K,V,C>	:: DeveloperApi :: Represents a dependency on the output of a shuffle stage.
ShuffleStatus	Helper class used by the MapOutputTrackerMaster to perform bookkeeping for a single ShuffleMapStage.
SimpleFutureAction<T>	A FutureAction holding the result of an action that triggers a single job.
SparkConf	Configuration for a Spark application.
SparkContext	Main entry point for Spark functionality.
SparkEnv	:: DeveloperApi :: Holds all the runtime environment objects for a running Spark instance (either master or worker), including the serializer, RpcEnv, block manager, map output tracker, etc.
SparkExecutorInfoImpl
SparkFiles	Resolves paths to files added through SparkContext.addFile().
SparkFirehoseListener	Class that allows users to receive all SparkListener events.
SparkJobInfoImpl
SparkMasterRegex	A collection of regexes for extracting information from the master string.
SparkStageInfoImpl
SparkStatusTracker	Low-level status reporting APIs for monitoring job and stage progress.
SpillListener	A SparkListener that detects whether spills have occurred in Spark jobs.
StopMapOutputTracker
Success	:: DeveloperApi :: Task succeeded.
TaskCommitDenied	:: DeveloperApi :: Task requested the driver to commit, but was denied.
TaskContext	Contextual information about a task which can be read or mutated during execution.
TaskKilled	:: DeveloperApi :: Task was killed intentionally and needs to be rescheduled.
TaskResultLost	:: DeveloperApi :: The task finished successfully, but the result was lost from the executor's block manager before it was fetched.
TaskSchedulerIsSet	An event that SparkContext uses to notify HeartbeatReceiver that SparkContext.taskScheduler is created.
TaskState
TestUtils	Utilities for tests.
UnknownReason	:: DeveloperApi :: We don't know why the task ended -- for example, because of a ClassNotFound exception when deserializing the task result.

Enum Summary

Enum	Description
JobExecutionStatus

Exception Summary

Exception	Description
SparkException
TaskKilledException	:: DeveloperApi :: Exception thrown when a task is explicitly killed (i.e., task failure is expected).

Package org.apache.spark Description

Core Spark classes in Scala. A few classes here, such as Accumulator and StorageLevel, are also used in Java, but the org.apache.spark.api.java package contains the main Java API.