Packages

package root

Definition Classes: root

package com

Definition Classes: root

package here

Definition Classes: com

package platform

Definition Classes: here

package data

Definition Classes: platform

package processing

This package provides the Data Processing Library for building distributed data processing applications.

A Runner both implements the interface with the environment for an application to run, and starts the application. The application, in turn, is driven by a Driver, that controls and performs the distributed processing.

Choose a Runner best suited for the environment where the application runs.

The Driver performs one of more tasks which read layers from input catalogs and write to one or more layers of an output catalog.

The main entry point in the processing library is the com.here.platform.data.processing.driver.DriverBuilder class where you can add different kinds of tasks to the driver. The driver runs the tasks, and commits the final results to the output catalog.

Tasks are implemented using one or more compilers.

The simplest compiler is the direct compiler which maps each input tile to N output tiles. The application needs to define com.here.platform.data.processing.compiler.Direct1ToNCompiler.

Other more complex compilation patterns are based on some kind of dependency tracking between input partitions and output partitions.

The processing Library supports the following patterns:

- com.here.platform.data.processing.compiler.NonIncrementalCompiler: non-incremental compilation only - com.here.platform.data.processing.compiler.DepCompiler: non-incremental dependency calculation and incremental compilation - com.here.platform.data.processing.compiler.IncrementalDepCompiler: incremental dependency calculation and compilation - com.here.platform.data.processing.compiler.Direct1ToNCompiler: incremental compilation where every output tile depends only on one input tile, and this mapping is independent from tile content - com.here.platform.data.processing.compiler.DirectMToNCompiler: incremental compilation where every output tile depends on multiple input tiles, and this mapping is independent from tile content - com.here.platform.data.processing.compiler.MapGroupCompiler: incremental compilation where every output tile can depend on multiple input tiles, and this mapping depend on the tile content - com.here.platform.data.processing.compiler.RefTreeCompiler: fully-managed two phases incremental compilation that can resolve references between input partitions. Input/Output dependency management is implemented and the developer doesn't need to provide this logic

The application's main object normally mixes in the a runner trait (like PipelineRunner) to setup the Driver, and interfaces with the environment where the application is run. See the Main classes in the example compilers for more details.

com.here.platform.data.processing.catalog, com.here.platform.data.processing.blobstore, and com.here.platform.data.processing.publisher contain utilities for accessing catalogs and payloads in a Spark-friendly way, providing an RDD-based abstraction over data and metadata. These classes are used by the processing library, but can also be used independently.

Definition Classes: data

package blobstore

Contains an abstract interface used to access BlobStore.

Obtain the retriever and uploader for a catalog directly from the com.here.platform.data.processing.catalog.Catalog instance.

Definition Classes: processing

package caching

Definition Classes: blobstore

package engine

Definition Classes: blobstore

ByteArrayPayload

DefaultDigest

Digest

DigestedPayload

FilePayload

Implicits

Payload

RetrieveLogging

RetrieveMetrics

Retriever

SimpleDigest

UploadLogging

UploadMetrics

Uploader

com.here.platform.data.processing.blobstore

FilePayload

class FilePayload extends Payload

File implementation for the Payload trait.

Note: This implementation must not be used if the payload needs to be shuffled.
,
Do not set autoDelete to true in case you need to use the same file for multiple FilePayload objects.

Linear Supertypes

Payload, Serializable, Serializable, AnyRef, Any

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Inherited

FilePayload
Payload
Serializable
Serializable
AnyRef
Any

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Visibility

Public
All

Instance Constructors

new FilePayload(file: File, autoDelete: Boolean = false)
file
The local file containing the partition's data.
autoDelete
Whether the file should be automatically deleted after it has been dismissed with a call to Payload.dismiss. Typically this will happen after the file has been uploaded to blobstore, if the file is not needed anymore by the library.

Value Members

final def !=(arg0: Any): Boolean

Definition Classes
AnyRef → Any
final def ##(): Int

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

Definition Classes
AnyRef → Any
final def asInstanceOf[T0]: T0

Definition Classes
Any
def clone(): AnyRef

Attributes
protected[lang]
Definition Classes
AnyRef
Annotations
@throws( ... ) @native()
lazy val content: Array[Byte]
The content in the partition.
The content in the partition.

Definition Classes
FilePayload → Payload
def dismiss(): Unit
Notifies the Payload object that its content is not needed anymore.
Notifies the Payload object that its content is not needed anymore. Implementations of the Payload trait can use this method to release resources.

Definition Classes
FilePayload → Payload
final def eq(arg0: AnyRef): Boolean

Definition Classes
AnyRef
def equals(other: Any): Boolean
Tests this FilePayload for equality with the given object.
Tests this FilePayload for equality with the given object.
other
the reference object with which to compare
returns
true if this object is the same as the other argument; false otherwise.

Definition Classes
FilePayload → AnyRef → Any
val file: File
def finalize(): Unit

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

Definition Classes
AnyRef → Any
Annotations
@native()
def hashCode(): Int
Returns a hash code for this FilePayload.
Returns a hash code for this FilePayload.

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

Definition Classes
Any
def length: Long
Returns the size of the partition data.
Returns the size of the partition data.

Definition Classes
FilePayload → Payload
final def ne(arg0: AnyRef): Boolean

Definition Classes
AnyRef
def nonEmpty: Boolean
Returns true if the content is not empty.
Returns true if the content is not empty.

Definition Classes
FilePayload → Payload
final def notify(): Unit

Definition Classes
AnyRef
Annotations
@native()
final def notifyAll(): Unit

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

Definition Classes
AnyRef
def toString(): String
Returns the string representation of this FilePayload.
Returns the string representation of this FilePayload.

Definition Classes
FilePayload → 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( ... ) @native()

Packages

FilePayload

class FilePayload extends Payload

Instance Constructors

Value Members

Inherited from Payload

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped

Packages

FilePayload 

class FilePayload extends Payload

Instance Constructors

Value Members

Inherited from Payload

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped

FilePayload