com.google.api.services.ml.v1.model

Class GoogleCloudMlV1StudyConfigParameterSpec

java.lang.Object

java.util.AbstractMap<String,Object>

com.google.api.client.util.GenericData

com.google.api.client.json.GenericJson

com.google.api.services.ml.v1.model.GoogleCloudMlV1StudyConfigParameterSpec

All Implemented Interfaces:

Cloneable, Map<String,Object>

public final class GoogleCloudMlV1StudyConfigParameterSpec
extends GenericJson

Represents a single parameter to optimize.

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 AI Platform Training & Prediction 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

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
GoogleCloudMlV1StudyConfigParameterSpec()

Method Summary

Modifier and Type	Method and Description
GoogleCloudMlV1StudyConfigParameterSpec	clone()
GoogleCloudMlV1StudyConfigParameterSpecCategoricalValueSpec	getCategoricalValueSpec() The value spec for a 'CATEGORICAL' parameter.
List<GoogleCloudMlV1StudyConfigParameterSpec>	getChildParameterSpecs() A child node is active if the parameter's value matches the child node's matching_parent_values.
GoogleCloudMlV1StudyConfigParameterSpecDiscreteValueSpec	getDiscreteValueSpec() The value spec for a 'DISCRETE' parameter.
GoogleCloudMlV1StudyConfigParameterSpecDoubleValueSpec	getDoubleValueSpec() The value spec for a 'DOUBLE' parameter.
GoogleCloudMlV1StudyConfigParameterSpecIntegerValueSpec	getIntegerValueSpec() The value spec for an 'INTEGER' parameter.
String	getParameter() Required.
GoogleCloudMlV1StudyConfigParameterSpecMatchingParentCategoricalValueSpec	getParentCategoricalValues()
GoogleCloudMlV1StudyConfigParameterSpecMatchingParentDiscreteValueSpec	getParentDiscreteValues()
GoogleCloudMlV1StudyConfigParameterSpecMatchingParentIntValueSpec	getParentIntValues()
String	getScaleType() How the parameter should be scaled.
String	getType() Required.
GoogleCloudMlV1StudyConfigParameterSpec	set(String fieldName, Object value)
GoogleCloudMlV1StudyConfigParameterSpec	setCategoricalValueSpec(GoogleCloudMlV1StudyConfigParameterSpecCategoricalValueSpec categoricalValueSpec) The value spec for a 'CATEGORICAL' parameter.
GoogleCloudMlV1StudyConfigParameterSpec	setChildParameterSpecs(List<GoogleCloudMlV1StudyConfigParameterSpec> childParameterSpecs) A child node is active if the parameter's value matches the child node's matching_parent_values.
GoogleCloudMlV1StudyConfigParameterSpec	setDiscreteValueSpec(GoogleCloudMlV1StudyConfigParameterSpecDiscreteValueSpec discreteValueSpec) The value spec for a 'DISCRETE' parameter.
GoogleCloudMlV1StudyConfigParameterSpec	setDoubleValueSpec(GoogleCloudMlV1StudyConfigParameterSpecDoubleValueSpec doubleValueSpec) The value spec for a 'DOUBLE' parameter.
GoogleCloudMlV1StudyConfigParameterSpec	setIntegerValueSpec(GoogleCloudMlV1StudyConfigParameterSpecIntegerValueSpec integerValueSpec) The value spec for an 'INTEGER' parameter.
GoogleCloudMlV1StudyConfigParameterSpec	setParameter(String parameter) Required.
GoogleCloudMlV1StudyConfigParameterSpec	setParentCategoricalValues(GoogleCloudMlV1StudyConfigParameterSpecMatchingParentCategoricalValueSpec parentCategoricalValues)
GoogleCloudMlV1StudyConfigParameterSpec	setParentDiscreteValues(GoogleCloudMlV1StudyConfigParameterSpecMatchingParentDiscreteValueSpec parentDiscreteValues)
GoogleCloudMlV1StudyConfigParameterSpec	setParentIntValues(GoogleCloudMlV1StudyConfigParameterSpecMatchingParentIntValueSpec parentIntValues)
GoogleCloudMlV1StudyConfigParameterSpec	setScaleType(String scaleType) How the parameter should be scaled.
GoogleCloudMlV1StudyConfigParameterSpec	setType(String type) Required.

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

GoogleCloudMlV1StudyConfigParameterSpec

public GoogleCloudMlV1StudyConfigParameterSpec()

Method Detail

getCategoricalValueSpec

public GoogleCloudMlV1StudyConfigParameterSpecCategoricalValueSpec getCategoricalValueSpec()

The value spec for a 'CATEGORICAL' parameter.

Returns:

value or null for none

setCategoricalValueSpec

public GoogleCloudMlV1StudyConfigParameterSpec setCategoricalValueSpec(GoogleCloudMlV1StudyConfigParameterSpecCategoricalValueSpec categoricalValueSpec)

The value spec for a 'CATEGORICAL' parameter.

Parameters:

categoricalValueSpec - categoricalValueSpec or null for none

getChildParameterSpecs

public List<GoogleCloudMlV1StudyConfigParameterSpec> getChildParameterSpecs()

A child node is active if the parameter's value matches the child node's matching_parent_values. If two items in child_parameter_specs have the same name, they must have disjoint matching_parent_values.

Returns:

value or null for none

setChildParameterSpecs

public GoogleCloudMlV1StudyConfigParameterSpec setChildParameterSpecs(List<GoogleCloudMlV1StudyConfigParameterSpec> childParameterSpecs)

A child node is active if the parameter's value matches the child node's matching_parent_values. If two items in child_parameter_specs have the same name, they must have disjoint matching_parent_values.

Parameters:

childParameterSpecs - childParameterSpecs or null for none

getDiscreteValueSpec

public GoogleCloudMlV1StudyConfigParameterSpecDiscreteValueSpec getDiscreteValueSpec()

The value spec for a 'DISCRETE' parameter.

Returns:

value or null for none

setDiscreteValueSpec

public GoogleCloudMlV1StudyConfigParameterSpec setDiscreteValueSpec(GoogleCloudMlV1StudyConfigParameterSpecDiscreteValueSpec discreteValueSpec)

The value spec for a 'DISCRETE' parameter.

Parameters:

discreteValueSpec - discreteValueSpec or null for none

getDoubleValueSpec

public GoogleCloudMlV1StudyConfigParameterSpecDoubleValueSpec getDoubleValueSpec()

The value spec for a 'DOUBLE' parameter.

Returns:

value or null for none

setDoubleValueSpec

public GoogleCloudMlV1StudyConfigParameterSpec setDoubleValueSpec(GoogleCloudMlV1StudyConfigParameterSpecDoubleValueSpec doubleValueSpec)

The value spec for a 'DOUBLE' parameter.

Parameters:

doubleValueSpec - doubleValueSpec or null for none

getIntegerValueSpec

public GoogleCloudMlV1StudyConfigParameterSpecIntegerValueSpec getIntegerValueSpec()

The value spec for an 'INTEGER' parameter.

Returns:

value or null for none

setIntegerValueSpec

public GoogleCloudMlV1StudyConfigParameterSpec setIntegerValueSpec(GoogleCloudMlV1StudyConfigParameterSpecIntegerValueSpec integerValueSpec)

The value spec for an 'INTEGER' parameter.

Parameters:

integerValueSpec - integerValueSpec or null for none

getParameter

public String getParameter()

Required. The parameter name must be unique amongst all ParameterSpecs.

Returns:

value or null for none

setParameter

public GoogleCloudMlV1StudyConfigParameterSpec setParameter(String parameter)

Required. The parameter name must be unique amongst all ParameterSpecs.

Parameters:

parameter - parameter or null for none

getParentCategoricalValues

public GoogleCloudMlV1StudyConfigParameterSpecMatchingParentCategoricalValueSpec getParentCategoricalValues()

Returns:

value or null for none

setParentCategoricalValues

public GoogleCloudMlV1StudyConfigParameterSpec setParentCategoricalValues(GoogleCloudMlV1StudyConfigParameterSpecMatchingParentCategoricalValueSpec parentCategoricalValues)

Parameters:

parentCategoricalValues - parentCategoricalValues or null for none

getParentDiscreteValues

public GoogleCloudMlV1StudyConfigParameterSpecMatchingParentDiscreteValueSpec getParentDiscreteValues()

Returns:

value or null for none

setParentDiscreteValues

public GoogleCloudMlV1StudyConfigParameterSpec setParentDiscreteValues(GoogleCloudMlV1StudyConfigParameterSpecMatchingParentDiscreteValueSpec parentDiscreteValues)

Parameters:

parentDiscreteValues - parentDiscreteValues or null for none

getParentIntValues

public GoogleCloudMlV1StudyConfigParameterSpecMatchingParentIntValueSpec getParentIntValues()

Returns:

value or null for none

setParentIntValues

public GoogleCloudMlV1StudyConfigParameterSpec setParentIntValues(GoogleCloudMlV1StudyConfigParameterSpecMatchingParentIntValueSpec parentIntValues)

Parameters:

parentIntValues - parentIntValues or null for none

getScaleType

public String getScaleType()

How the parameter should be scaled. Leave unset for categorical parameters.

Returns:

value or null for none

setScaleType

public GoogleCloudMlV1StudyConfigParameterSpec setScaleType(String scaleType)

How the parameter should be scaled. Leave unset for categorical parameters.

Parameters:

scaleType - scaleType or null for none

getType

public String getType()

Required. The type of the parameter.

Returns:

value or null for none

setType

public GoogleCloudMlV1StudyConfigParameterSpec setType(String type)

Required. The type of the parameter.

Parameters:

type - type or null for none

set

public GoogleCloudMlV1StudyConfigParameterSpec set(String fieldName,
                                                   Object value)

Overrides:

set in class GenericJson

clone

public GoogleCloudMlV1StudyConfigParameterSpec clone()

Overrides:

clone in class GenericJson