software.amazon.awssdk.services.sagemaker.model

Class CreateAutoMlJobRequest

java.lang.Object

software.amazon.awssdk.core.SdkRequest

software.amazon.awssdk.awscore.AwsRequest

software.amazon.awssdk.services.sagemaker.model.SageMakerRequest

software.amazon.awssdk.services.sagemaker.model.CreateAutoMlJobRequest

All Implemented Interfaces:

SdkPojo, ToCopyableBuilder<CreateAutoMlJobRequest.Builder,CreateAutoMlJobRequest>

@Generated(value="software.amazon.awssdk:codegen")
public final class CreateAutoMlJobRequest
extends SageMakerRequest
implements ToCopyableBuilder<CreateAutoMlJobRequest.Builder,CreateAutoMlJobRequest>

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	CreateAutoMlJobRequest.Builder

Method Summary

Modifier and Type	Method and Description
AutoMLJobConfig	autoMLJobConfig() Contains CompletionCriteria and SecurityConfig.
String	autoMLJobName() Identifies an Autopilot job.
AutoMLJobObjective	autoMLJobObjective() Defines the objective of a an AutoML job.
static CreateAutoMlJobRequest.Builder	builder()
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj) Indicates whether some other object is "equal to" this one by SDK fields.
Boolean	generateCandidateDefinitionsOnly() Generates possible candidates without training a model.
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz) Used to retrieve the value of a field from any class that extends SdkRequest.
int	hashCode()
boolean	hasInputDataConfig() Returns true if the InputDataConfig property was specified by the sender (it may be empty), or false if the sender did not specify the value (it will be empty).
boolean	hasTags() Returns true if the Tags property was specified by the sender (it may be empty), or false if the sender did not specify the value (it will be empty).
List<AutoMLChannel>	inputDataConfig() Similar to InputDataConfig supported by Tuning.
AutoMLOutputDataConfig	outputDataConfig() Similar to OutputDataConfig supported by Tuning.
ProblemType	problemType() Defines the kind of preprocessing and algorithms intended for the candidates.
String	problemTypeAsString() Defines the kind of preprocessing and algorithms intended for the candidates.
String	roleArn() The ARN of the role that is used to access the data.
List<SdkField<?>>	sdkFields()
static Class<? extends CreateAutoMlJobRequest.Builder>	serializableBuilderClass()
List<Tag>	tags() Each tag consists of a key and an optional value.
CreateAutoMlJobRequest.Builder	toBuilder() Take this object and create a builder that contains all of the current property values of this object.
String	toString() Returns a string representation of this object.

Methods inherited from class software.amazon.awssdk.awscore.AwsRequest

overrideConfiguration

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder

copy

Method Detail

autoMLJobName

public String autoMLJobName()

Identifies an Autopilot job. Must be unique to your account and is case-insensitive.

Returns:

Identifies an Autopilot job. Must be unique to your account and is case-insensitive.

hasInputDataConfig

public boolean hasInputDataConfig()

Returns true if the InputDataConfig property was specified by the sender (it may be empty), or false if the sender did not specify the value (it will be empty). For responses returned by the SDK, the sender is the AWS service.

inputDataConfig

public List<AutoMLChannel> inputDataConfig()

Similar to InputDataConfig supported by Tuning. Format(s) supported: CSV. Minimum of 1000 rows.

Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.

You can use hasInputDataConfig() to see if a value was sent in this field.

Returns:

Similar to InputDataConfig supported by Tuning. Format(s) supported: CSV. Minimum of 1000 rows.

outputDataConfig

public AutoMLOutputDataConfig outputDataConfig()

Similar to OutputDataConfig supported by Tuning. Format(s) supported: CSV.

Returns:

Similar to OutputDataConfig supported by Tuning. Format(s) supported: CSV.

problemType

public ProblemType problemType()

Defines the kind of preprocessing and algorithms intended for the candidates. Options include: BinaryClassification, MulticlassClassification, and Regression.

If the service returns an enum value that is not available in the current SDK version, problemType will return ProblemType.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from problemTypeAsString().

Returns:

Defines the kind of preprocessing and algorithms intended for the candidates. Options include: BinaryClassification, MulticlassClassification, and Regression.

See Also:

ProblemType

problemTypeAsString

public String problemTypeAsString()

Defines the kind of preprocessing and algorithms intended for the candidates. Options include: BinaryClassification, MulticlassClassification, and Regression.

If the service returns an enum value that is not available in the current SDK version, problemType will return ProblemType.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from problemTypeAsString().

Returns:

Defines the kind of preprocessing and algorithms intended for the candidates. Options include: BinaryClassification, MulticlassClassification, and Regression.

See Also:

ProblemType

autoMLJobObjective

public AutoMLJobObjective autoMLJobObjective()

Defines the objective of a an AutoML job. You provide a AutoMLJobObjective$MetricName and Autopilot infers whether to minimize or maximize it. If a metric is not specified, the most commonly used ObjectiveMetric for problem type is automaically selected.

Returns:

Defines the objective of a an AutoML job. You provide a AutoMLJobObjective$MetricName and Autopilot infers whether to minimize or maximize it. If a metric is not specified, the most commonly used ObjectiveMetric for problem type is automaically selected.

autoMLJobConfig

public AutoMLJobConfig autoMLJobConfig()

Contains CompletionCriteria and SecurityConfig.

Returns:

Contains CompletionCriteria and SecurityConfig.

roleArn

public String roleArn()

The ARN of the role that is used to access the data.

Returns:

The ARN of the role that is used to access the data.

generateCandidateDefinitionsOnly

public Boolean generateCandidateDefinitionsOnly()

Generates possible candidates without training a model. A candidate is a combination of data preprocessors, algorithms, and algorithm parameter settings.

Returns:

Generates possible candidates without training a model. A candidate is a combination of data preprocessors, algorithms, and algorithm parameter settings.

hasTags

public boolean hasTags()

Returns true if the Tags property was specified by the sender (it may be empty), or false if the sender did not specify the value (it will be empty). For responses returned by the SDK, the sender is the AWS service.

tags

public List<Tag> tags()

Each tag consists of a key and an optional value. Tag keys must be unique per resource.

Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.

You can use hasTags() to see if a value was sent in this field.

Returns:

Each tag consists of a key and an optional value. Tag keys must be unique per resource.

toBuilder

public CreateAutoMlJobRequest.Builder toBuilder()

Description copied from interface: ToCopyableBuilder

Take this object and create a builder that contains all of the current property values of this object.

Specified by:

toBuilder in interface ToCopyableBuilder<CreateAutoMlJobRequest.Builder,CreateAutoMlJobRequest>

Specified by:

toBuilder in class SageMakerRequest

Returns:

a builder for type T

builder

public static CreateAutoMlJobRequest.Builder builder()

serializableBuilderClass

public static Class<? extends CreateAutoMlJobRequest.Builder> serializableBuilderClass()

hashCode

public int hashCode()

Overrides:

hashCode in class AwsRequest

equals

public boolean equals(Object obj)

Overrides:

equals in class AwsRequest

equalsBySdkFields

public boolean equalsBySdkFields(Object obj)

Description copied from interface: SdkPojo

Indicates whether some other object is "equal to" this one by SDK fields. An SDK field is a modeled, non-inherited field in an SdkPojo class, and is generated based on a service model.

If an SdkPojo class does not have any inherited fields, equalsBySdkFields and equals are essentially the same.

Specified by:

equalsBySdkFields in interface SdkPojo

Parameters:

obj - the object to be compared with

Returns:

true if the other object equals to this object by sdk fields, false otherwise.

toString

public String toString()

Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.

Overrides:

toString in class Object

getValueForField

public <T> Optional<T> getValueForField(String fieldName,
                                        Class<T> clazz)

Description copied from class: SdkRequest

Used to retrieve the value of a field from any class that extends SdkRequest. The field name specified should match the member name from the corresponding service-2.json model specified in the codegen-resources folder for a given service. The class specifies what class to cast the returned value to. If the returned value is also a modeled class, the SdkRequest.getValueForField(String, Class) method will again be available.

Overrides:

getValueForField in class SdkRequest

Parameters:

fieldName - The name of the member to be retrieved.

clazz - The class to cast the returned object to.

Returns:

Optional containing the casted return value

sdkFields

public List<SdkField<?>> sdkFields()

Specified by:

sdkFields in interface SdkPojo

Returns:

List of SdkField in this POJO. May be empty list but should never be null.