com.google.api.services.bigquery.model

Class ArimaForecastingMetrics

java.lang.Object

java.util.AbstractMap<String,Object>

com.google.api.client.util.GenericData

com.google.api.client.json.GenericJson

com.google.api.services.bigquery.model.ArimaForecastingMetrics

All Implemented Interfaces:

Cloneable, Map<String,Object>

public final class ArimaForecastingMetrics
extends com.google.api.client.json.GenericJson

Model evaluation metrics for ARIMA forecasting models.

This is the Java data model class that specifies how to parse/serialize into the JSON that is transmitted over HTTP when working with the BigQuery API. For a detailed explanation see: https://developers.google.com/api-client-library/java/google-http-java-client/json

Author:

Google, Inc.

Nested Class Summary

Nested classes/interfaces inherited from class com.google.api.client.util.GenericData

com.google.api.client.util.GenericData.Flags

Nested classes/interfaces inherited from class java.util.AbstractMap

AbstractMap.SimpleEntry<K,V>, AbstractMap.SimpleImmutableEntry<K,V>

Nested classes/interfaces inherited from interface java.util.Map

Map.Entry<K,V>

Constructor Summary

Constructors

Constructor and Description
ArimaForecastingMetrics()

Method Summary

Modifier and Type	Method and Description
ArimaForecastingMetrics	clone()
List<ArimaFittingMetrics>	getArimaFittingMetrics() Arima model fitting metrics.
List<ArimaSingleModelForecastingMetrics>	getArimaSingleModelForecastingMetrics() Repeated as there can be many metric sets (one for each model) in auto-arima and the large- scale case.
List<Boolean>	getHasDrift() Whether Arima model fitted with drift or not.
List<ArimaOrder>	getNonSeasonalOrder() Non-seasonal order.
List<String>	getSeasonalPeriods() Seasonal periods.
List<String>	getTimeSeriesId() Id to differentiate different time series for the large-scale case.
ArimaForecastingMetrics	set(String fieldName, Object value)
ArimaForecastingMetrics	setArimaFittingMetrics(List<ArimaFittingMetrics> arimaFittingMetrics) Arima model fitting metrics.
ArimaForecastingMetrics	setArimaSingleModelForecastingMetrics(List<ArimaSingleModelForecastingMetrics> arimaSingleModelForecastingMetrics) Repeated as there can be many metric sets (one for each model) in auto-arima and the large- scale case.
ArimaForecastingMetrics	setHasDrift(List<Boolean> hasDrift) Whether Arima model fitted with drift or not.
ArimaForecastingMetrics	setNonSeasonalOrder(List<ArimaOrder> nonSeasonalOrder) Non-seasonal order.
ArimaForecastingMetrics	setSeasonalPeriods(List<String> seasonalPeriods) Seasonal periods.
ArimaForecastingMetrics	setTimeSeriesId(List<String> timeSeriesId) Id to differentiate different time series for the large-scale case.

Methods inherited from class com.google.api.client.json.GenericJson

getFactory, setFactory, toPrettyString, toString

Methods inherited from class com.google.api.client.util.GenericData

entrySet, equals, get, getClassInfo, getUnknownKeys, hashCode, put, putAll, remove, setUnknownKeys

Methods inherited from class java.util.AbstractMap

clear, containsKey, containsValue, isEmpty, keySet, size, values

Methods inherited from class java.lang.Object

finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface java.util.Map

compute, computeIfAbsent, computeIfPresent, forEach, getOrDefault, merge, putIfAbsent, remove, replace, replace, replaceAll

Constructor Detail

ArimaForecastingMetrics

public ArimaForecastingMetrics()

Method Detail

getArimaFittingMetrics

public List<ArimaFittingMetrics> getArimaFittingMetrics()

Arima model fitting metrics.

Returns:

value or null for none

setArimaFittingMetrics

public ArimaForecastingMetrics setArimaFittingMetrics(List<ArimaFittingMetrics> arimaFittingMetrics)

Arima model fitting metrics.

Parameters:

arimaFittingMetrics - arimaFittingMetrics or null for none

getArimaSingleModelForecastingMetrics

public List<ArimaSingleModelForecastingMetrics> getArimaSingleModelForecastingMetrics()

Repeated as there can be many metric sets (one for each model) in auto-arima and the large- scale case.

Returns:

value or null for none

setArimaSingleModelForecastingMetrics

public ArimaForecastingMetrics setArimaSingleModelForecastingMetrics(List<ArimaSingleModelForecastingMetrics> arimaSingleModelForecastingMetrics)

Repeated as there can be many metric sets (one for each model) in auto-arima and the large- scale case.

Parameters:

arimaSingleModelForecastingMetrics - arimaSingleModelForecastingMetrics or null for none

getHasDrift

public List<Boolean> getHasDrift()

Whether Arima model fitted with drift or not. It is always false when d is not 1.

Returns:

value or null for none

setHasDrift

public ArimaForecastingMetrics setHasDrift(List<Boolean> hasDrift)

Whether Arima model fitted with drift or not. It is always false when d is not 1.

Parameters:

hasDrift - hasDrift or null for none

getNonSeasonalOrder

public List<ArimaOrder> getNonSeasonalOrder()

Non-seasonal order.

Returns:

value or null for none

setNonSeasonalOrder

public ArimaForecastingMetrics setNonSeasonalOrder(List<ArimaOrder> nonSeasonalOrder)

Non-seasonal order.

Parameters:

nonSeasonalOrder - nonSeasonalOrder or null for none

getSeasonalPeriods

public List<String> getSeasonalPeriods()

Seasonal periods. Repeated because multiple periods are supported for one time series.

Returns:

value or null for none

setSeasonalPeriods

public ArimaForecastingMetrics setSeasonalPeriods(List<String> seasonalPeriods)

Seasonal periods. Repeated because multiple periods are supported for one time series.

Parameters:

seasonalPeriods - seasonalPeriods or null for none

getTimeSeriesId

public List<String> getTimeSeriesId()

Id to differentiate different time series for the large-scale case.

Returns:

value or null for none

setTimeSeriesId

public ArimaForecastingMetrics setTimeSeriesId(List<String> timeSeriesId)

Id to differentiate different time series for the large-scale case.

Parameters:

timeSeriesId - timeSeriesId or null for none

set

public ArimaForecastingMetrics set(String fieldName,
                                   Object value)

Overrides:

set in class com.google.api.client.json.GenericJson

clone

public ArimaForecastingMetrics clone()

Overrides:

clone in class com.google.api.client.json.GenericJson