com.google.api.services.bigquery.model

Class ModelDefinition

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.ModelDefinition

All Implemented Interfaces:

Cloneable, Map<String,Object>

public final class ModelDefinition
extends GenericJson

Model definition for ModelDefinition.

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

Modifier and Type	Class and Description
static class	ModelDefinition.ModelOptions [Output-only, Beta] Model options used for the first training run.

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

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
ModelDefinition()

Method Summary

Modifier and Type	Method and Description
ModelDefinition	clone()
ModelDefinition.ModelOptions	getModelOptions() [Output-only, Beta] Model options used for the first training run.
List<BqmlTrainingRun>	getTrainingRuns() [Output-only, Beta] Information about ml training runs, each training run comprises of multiple iterations and there may be multiple training runs for the model if warm start is used or if a user decides to continue a previously cancelled query.
ModelDefinition	set(String fieldName, Object value)
ModelDefinition	setModelOptions(ModelDefinition.ModelOptions modelOptions) [Output-only, Beta] Model options used for the first training run.
ModelDefinition	setTrainingRuns(List<BqmlTrainingRun> trainingRuns) [Output-only, Beta] Information about ml training runs, each training run comprises of multiple iterations and there may be multiple training runs for the model if warm start is used or if a user decides to continue a previously cancelled query.

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

ModelDefinition

public ModelDefinition()

Method Detail

getModelOptions

public ModelDefinition.ModelOptions getModelOptions()

[Output-only, Beta] Model options used for the first training run. These options are immutable for subsequent training runs. Default values are used for any options not specified in the input query.

Returns:

value or null for none

setModelOptions

public ModelDefinition setModelOptions(ModelDefinition.ModelOptions modelOptions)

[Output-only, Beta] Model options used for the first training run. These options are immutable for subsequent training runs. Default values are used for any options not specified in the input query.

Parameters:

modelOptions - modelOptions or null for none

getTrainingRuns

public List<BqmlTrainingRun> getTrainingRuns()

[Output-only, Beta] Information about ml training runs, each training run comprises of multiple iterations and there may be multiple training runs for the model if warm start is used or if a user decides to continue a previously cancelled query.

Returns:

value or null for none

setTrainingRuns

public ModelDefinition setTrainingRuns(List<BqmlTrainingRun> trainingRuns)

[Output-only, Beta] Information about ml training runs, each training run comprises of multiple iterations and there may be multiple training runs for the model if warm start is used or if a user decides to continue a previously cancelled query.

Parameters:

trainingRuns - trainingRuns or null for none

set

public ModelDefinition set(String fieldName,
                           Object value)

Overrides:

set in class GenericJson

clone

public ModelDefinition clone()

Overrides:

clone in class GenericJson