ForeachWriter

A class to consume data generated by a StreamingQuery. Typically this is used to send the generated data to external systems. Each partition will use a new deserialized instance, so you usually should do all the initialization (e.g. opening a connection or initiating a transaction) in the open method.

Scala example:

datasetOfString.writeStream.foreach(new ForeachWriter[String] {

  def open(partitionId: Long, version: Long): Boolean = {
    // open connection
  }

  def process(record: String) = {
    // write string to connection
  }

  def close(errorOrNull: Throwable): Unit = {
    // close the connection
  }
})

Java example:

datasetOfString.writeStream().foreach(new ForeachWriter<String>() {

  @Override
  public boolean open(long partitionId, long version) {
    // open connection
  }

  @Override
  public void process(String value) {
    // write string to connection
  }

  @Override
  public void close(Throwable errorOrNull) {
    // close the connection
  }
});

Annotations: @Evolving()
Since: 2.0.0

Linear Supertypes

Serializable, Serializable, AnyRef, Any

Instance Constructors

new ForeachWriter()

Abstract Value Members

abstract def close(errorOrNull: Throwable): Unit

Called when stopping to process one partition of new data in the executor side.
Called when stopping to process one partition of new data in the executor side. This is guaranteed to be called either open returns true or false. However, close won't be called in the following cases:
- JVM crashes without throwing a Throwable
- open throws a Throwable.
errorOrNull
the error thrown during processing data or null if there was no error.
abstract def open(partitionId: Long, version: Long): Boolean

Called when starting to process one partition of new data in the executor.
Called when starting to process one partition of new data in the executor. The version is for data deduplication when there are failures. When recovering from a failure, some data may be generated multiple times but they will always have the same version.
If this method finds using the partitionId and version that this partition has already been processed, it can return false to skip the further data processing. However, close still will be called for cleaning up resources.
partitionId
the partition id.
version
a unique id for data deduplication.
returns
true if the corresponding partition and version id should be processed. false indicates the partition should be skipped.
abstract def process(value: T): Unit

Called to process the data in the executor side.
Called to process the data in the executor side. This method will be called only when open returns true.

Concrete Value Members

final def !=(arg0: AnyRef): Boolean

Definition Classes
AnyRef
final def !=(arg0: Any): Boolean

Definition Classes
Any
final def ##(): Int

Definition Classes
AnyRef → Any
final def ==(arg0: AnyRef): Boolean

Definition Classes
AnyRef
final def ==(arg0: Any): Boolean

Definition Classes
Any
final def asInstanceOf[T0]: T0

Definition Classes
Any
def clone(): AnyRef

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@throws( ... )
final def eq(arg0: AnyRef): Boolean

Definition Classes
AnyRef
def equals(arg0: Any): Boolean

Definition Classes
AnyRef → Any
def finalize(): Unit

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@throws( classOf[java.lang.Throwable] )
final def getClass(): Class[_]

Definition Classes
AnyRef → Any
def hashCode(): Int

Definition Classes
AnyRef → Any
final def isInstanceOf[T0]: Boolean

Definition Classes
Any
final def ne(arg0: AnyRef): Boolean

Definition Classes
AnyRef
final def notify(): Unit

Definition Classes
AnyRef
final def notifyAll(): Unit

Definition Classes
AnyRef
final def synchronized[T0](arg0: ⇒ T0): T0

Definition Classes
AnyRef
def toString(): String

Definition Classes
AnyRef → Any
final def wait(): Unit

Definition Classes
AnyRef
Annotations
@throws( ... )
final def wait(arg0: Long, arg1: Int): Unit

Definition Classes
AnyRef
Annotations
@throws( ... )
final def wait(arg0: Long): Unit

Definition Classes
AnyRef
Annotations
@throws( ... )

abstract class ForeachWriter[T] extends Serializable

Instance Constructors

new ForeachWriter()

Abstract Value Members

abstract def close(errorOrNull: Throwable): Unit

abstract def open(partitionId: Long, version: Long): Boolean

abstract def process(value: T): Unit

Concrete Value Members

final def !=(arg0: AnyRef): Boolean

final def !=(arg0: Any): Boolean

final def ##(): Int

final def ==(arg0: AnyRef): Boolean

final def ==(arg0: Any): Boolean

final def asInstanceOf[T0]: T0

def clone(): AnyRef

final def eq(arg0: AnyRef): Boolean

def equals(arg0: Any): Boolean

def finalize(): Unit

final def getClass(): Class[_]

def hashCode(): Int

final def isInstanceOf[T0]: Boolean

final def ne(arg0: AnyRef): Boolean

final def notify(): Unit

final def notifyAll(): Unit

final def synchronized[T0](arg0: ⇒ T0): T0

def toString(): String

final def wait(): Unit

final def wait(arg0: Long, arg1: Int): Unit

final def wait(arg0: Long): Unit

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped