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 catalog

Contains an abstract Scala interface for accessing catalogs from Spark.

Use the com.here.platform.data.processing.catalog.Catalog factory methods to obtain instances.

Definition Classes: processing

package datastore

Definition Classes: catalog

package utils

Classes representing catalog versions.

Definition Classes: catalog

AppCredentials

AppInfo

Catalog

CatalogFactory

CatalogLight

CatalogLightFactory

CatalogMetrics

CatalogNullMetrics

CatalogProxy

CatalogView

CatalogViewAtVersion

CatalogViewLight

CatalogViewSinceVersion

Configuration

Dependency

DependencyType

DirectDependency

EmptyCatalogView

EndpointLocatorSettings

Implicits

IndirectDependency

Layer

LayerConfiguration

NonEmptyCatalogView

Partition

Partitioning

QueryPersistence

QueryReuse

ServiceSupport

com.here.platform.data.processing.catalog

CatalogMetrics

trait CatalogMetrics extends CatalogNullMetrics

The mixin to add statistical calculation with Spark Accumulators.

Linear Supertypes

CatalogNullMetrics, AnyRef, Any

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abstract def statistics: CatalogStats

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@native()
def getCommitCounter(hrn: HRN): Option[LongAccumulator]
Returns a commit accumulator, or None if stats not collected.
Returns a commit accumulator, or None if stats not collected.

Definition Classes
CatalogMetrics → CatalogNullMetrics
def getQueryAllCounters(layerIds: Iterable[Id], versionStart: Long): Option[Map[Id, LongAccumulator]]
Returns a serializable map of queryAll accumulators for given layers, or None if stats not collected.
Returns a serializable map of queryAll accumulators for given layers, or None if stats not collected.

Definition Classes
CatalogMetrics → CatalogNullMetrics
def getQueryChangesCounters(layerIds: Iterable[Id], versionStart: Long, versionEnd: Long): Option[Map[Id, LongAccumulator]]
Returns a serializable map of queryChanges accumulators for given layers, or None if stats not collected.
Returns a serializable map of queryChanges accumulators for given layers, or None if stats not collected.

Definition Classes
CatalogMetrics → CatalogNullMetrics
def hashCode(): Int

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CatalogMetrics

trait CatalogMetrics extends CatalogNullMetrics

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CatalogMetrics 

trait CatalogMetrics extends CatalogNullMetrics

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CatalogMetrics