@Generated(value="software.amazon.awssdk:codegen") public final class CreateAutoMlJobRequest extends SageMakerRequest implements ToCopyableBuilder<CreateAutoMlJobRequest.Builder,CreateAutoMlJobRequest>
Modifier and Type | Class and Description |
---|---|
static interface |
CreateAutoMlJobRequest.Builder |
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.
|
overrideConfiguration
copy
public final String autoMLJobName()
Identifies an Autopilot job. Must be unique to your account and is case-insensitive.
public final boolean hasInputDataConfig()
public final List<AutoMLChannel> inputDataConfig()
Similar to InputDataConfig supported by Tuning. Format(s) supported: CSV. Minimum of 500 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.
public final AutoMLOutputDataConfig outputDataConfig()
Similar to OutputDataConfig supported by Tuning. Format(s) supported: CSV.
public final 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()
.
ProblemType
public final 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()
.
ProblemType
public final 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.
public final AutoMLJobConfig autoMLJobConfig()
Contains CompletionCriteria and SecurityConfig.
public final String roleArn()
The ARN of the role that is used to access the data.
public final Boolean generateCandidateDefinitionsOnly()
Generates possible candidates without training a model. A candidate is a combination of data preprocessors, algorithms, and algorithm parameter settings.
public final boolean hasTags()
public final 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.
public CreateAutoMlJobRequest.Builder toBuilder()
ToCopyableBuilder
toBuilder
in interface ToCopyableBuilder<CreateAutoMlJobRequest.Builder,CreateAutoMlJobRequest>
toBuilder
in class SageMakerRequest
public static CreateAutoMlJobRequest.Builder builder()
public static Class<? extends CreateAutoMlJobRequest.Builder> serializableBuilderClass()
public final int hashCode()
hashCode
in class AwsRequest
public final boolean equals(Object obj)
equals
in class AwsRequest
public final boolean equalsBySdkFields(Object obj)
SdkPojo
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.
equalsBySdkFields
in interface SdkPojo
obj
- the object to be compared withpublic final String toString()
public final <T> Optional<T> getValueForField(String fieldName, Class<T> clazz)
SdkRequest
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.getValueForField
in class SdkRequest
fieldName
- The name of the member to be retrieved.clazz
- The class to cast the returned object to.Copyright © 2021 Amazon Web Services, Inc. All Rights Reserved.